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IoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020 Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020 Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Improve health care with predictive analytics. May 31-June 4, 2020 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED 2021 Predictive Analytics World for Business - Virtual -Day 4 - Thursday, May 27th, 2021. 8:00 am. Virtual Coffee Roundtables. Grab your real coffee and share experiences virtually with your peers to explore the new challenges of operating in a largely virtual world. BLOG - PREDICTIVE ANALYTICS WORLD The Precondition for Machine Learning Success: Bridge the Quant/Business Culture Gap. Apr 19, 2021. By: Eric Siegel, Predictive Analytics World Over the last few years, I poured thousands of working hours and 25 years of consulting and teaching experience into making the online course Machine Learning Leadership and Practice –End-to-End Mastery.
SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
HELPDESK - PREDICTIVE ANALYTICS WORLD Livestream Event Troubleshooting / FAQ. This page provides some help and guidance to accessing the virtual conference platform, Hopin, we are using for Machine Learning Week 2021, including the Predictive Analytics World and Deep Learning World conferences, as well as FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World.AGENDA 2021
Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly. MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED Jeff Deal is the Chief Operating Officer for Elder Research, the nation's leading data science, machine learning, and artificial intelligence consultancy. He has also been the Chair of the Predictive Analytics World for Healthcare conference since its inception in 2014. In his role at Elder Research, Jeff oversees the operations of thebusiness
PREDICTIVE ANALYTICS DELIVERS VALUE ACROSS BUSINESS Predictive analytics is applied in many ways to help businesses overcome a plethora of challenges. The core difference in one mode of application to another is in what’s being predicted. Predicting customer response, click, or defection are each very different things, and deliver business value in different ways.MODELING ATTRITION
Operated by the Los Alamos National Security, LLC for the DOE/NNSA U N C L A S S I F I E D! Modeling Attrition A comparison of techniquesBill Romine - LLNL
MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World.AGENDA 2021
Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly. MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED Jeff Deal is the Chief Operating Officer for Elder Research, the nation's leading data science, machine learning, and artificial intelligence consultancy. He has also been the Chair of the Predictive Analytics World for Healthcare conference since its inception in 2014. In his role at Elder Research, Jeff oversees the operations of thebusiness
PREDICTIVE ANALYTICS DELIVERS VALUE ACROSS BUSINESS Predictive analytics is applied in many ways to help businesses overcome a plethora of challenges. The core difference in one mode of application to another is in what’s being predicted. Predicting customer response, click, or defection are each very different things, and deliver business value in different ways.MODELING ATTRITION
Operated by the Los Alamos National Security, LLC for the DOE/NNSA U N C L A S S I F I E D! Modeling Attrition A comparison of techniquesBill Romine - LLNL
MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD FOR INDUSTRY 4.0 LIVESTREAMED Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on May 24-28, 2021 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED Jeff Deal is the Chief Operating Officer for Elder Research, the nation's leading data science, machine learning, and artificial intelligence consultancy. He has also been the Chair of the Predictive Analytics World for Healthcare conference since its inception in 2014. In his role at Elder Research, Jeff oversees the operations of thebusiness
MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PREDICTIVE ANALYTICS WORLD: HOW TO LOWER COSTS WITH Predictive Analytics World is the cross-industry event series for predictive analytics professionals, managers, and commercial practitioners. Ten annual events in North America and Europe cover business, marketing, financial services, government, healthcare, manufacturing, workforce, and more. SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
ANALYTICS « MACHINE LEARNING TIMES Analytics and big data are becoming business imperatives. One big element that separates them from unstructured data pools or BI drill-down reports is that analytics can be INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World.AGENDA 2021
Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly. MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED Jeff Deal is the Chief Operating Officer for Elder Research, the nation's leading data science, machine learning, and artificial intelligence consultancy. He has also been the Chair of the Predictive Analytics World for Healthcare conference since its inception in 2014. In his role at Elder Research, Jeff oversees the operations of thebusiness
PREDICTIVE ANALYTICS DELIVERS VALUE ACROSS BUSINESS Predictive analytics is applied in many ways to help businesses overcome a plethora of challenges. The core difference in one mode of application to another is in what’s being predicted. Predicting customer response, click, or defection are each very different things, and deliver business value in different ways.MODELING ATTRITION
Operated by the Los Alamos National Security, LLC for the DOE/NNSA U N C L A S S I F I E D! Modeling Attrition A comparison of techniquesBill Romine - LLNL
MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World.AGENDA 2021
Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly. MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED Jeff Deal is the Chief Operating Officer for Elder Research, the nation's leading data science, machine learning, and artificial intelligence consultancy. He has also been the Chair of the Predictive Analytics World for Healthcare conference since its inception in 2014. In his role at Elder Research, Jeff oversees the operations of thebusiness
PREDICTIVE ANALYTICS DELIVERS VALUE ACROSS BUSINESS Predictive analytics is applied in many ways to help businesses overcome a plethora of challenges. The core difference in one mode of application to another is in what’s being predicted. Predicting customer response, click, or defection are each very different things, and deliver business value in different ways.MODELING ATTRITION
Operated by the Los Alamos National Security, LLC for the DOE/NNSA U N C L A S S I F I E D! Modeling Attrition A comparison of techniquesBill Romine - LLNL
MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED Jeff Deal is the Chief Operating Officer for Elder Research, the nation's leading data science, machine learning, and artificial intelligence consultancy. He has also been the Chair of the Predictive Analytics World for Healthcare conference since its inception in 2014. In his role at Elder Research, Jeff oversees the operations of thebusiness
MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
PREDICTIVE ANALYTICS WORLD: HOW TO LOWER COSTS WITH Predictive Analytics World is the cross-industry event series for predictive analytics professionals, managers, and commercial practitioners. Ten annual events in North America and Europe cover business, marketing, financial services, government, healthcare, manufacturing, workforce, and more. PREDICTIVE ANALYTICS WORLD FOR INDUSTRY 4.0 LIVESTREAMED Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on May 24-28, 2021 to explore the latest trends and technologies in machine & deep learning for theIoT era.
ANALYTICS « MACHINE LEARNING TIMES Analytics and big data are becoming business imperatives. One big element that separates them from unstructured data pools or BI drill-down reports is that analytics can be PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS BOOK This rich, entertaining, bestselling, and award-winning introduction by former Columbia University professor and Predictive Analytics World founder Eric Siegel, which reveals the power and perils of predictive analytics, showing how predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime-fighting andboosts sales.
INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS BOOK This rich, entertaining, bestselling, and award-winning introduction by former Columbia University professor and Predictive Analytics World founder Eric Siegel, which reveals the power and perils of predictive analytics, showing how predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime-fighting andboosts sales.
INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PREDICTIVE ANALYTICS BOOK This rich, entertaining, bestselling, and award-winning introduction by former Columbia University professor and Predictive Analytics World founder Eric Siegel, which reveals the power and perils of predictive analytics, showing how predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime-fighting andboosts sales.
DO WIDE AND DEEP NETWORKS LEARN THE SAME THINGS? « MACHINE Originally published in Google AI Blog, May 4, 2021.. A common practice to improve a neural network’s performance and tailor it to available computational resources is to adjust the architecture depth and width.Indeed, popular families of neural networks, including EfficientNet, ResNet and Transformers, consist of a set of architectures of flexible depths and widths. PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Improve health care with predictive analytics. May 31-June 4, 2020 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020 Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
JUNE « 2021 « MACHINE LEARNING TIMES Originally published in Google AI Blog, May 4, 2021. A common practice to improve a neural network’s performance and tailor it to available computational resources is SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
HELPDESK - PREDICTIVE ANALYTICS WORLD Livestream Event Troubleshooting / FAQ. This page provides some help and guidance to accessing the virtual conference platform, Hopin, we are using for Machine Learning Week 2021, including the Predictive Analytics World and Deep Learning World conferences, as well as THE PREDICTIVE ANALYTICS WORLD CONFERENCE Predictive Analytics’ Killer App: Retaining New Customers. By Eric Siegel, Ph.D. Conference Chair, Predictive Analytics World There is a goldmine of growth available to certain lucky businesses: those with many one-time customers. To these companies, with a large portion of new customers never returning, the flow of passers-by presents aunique opportunity.
REGISTRATION OPTIONS AND PRICING Livestream Only. Workshop Only Ticket - Choose your workshop (s) during the registration process. $500. REGISTER. $400. REGISTER. Workshops: Machine Learning with R: A Hands-On Introduction (Robert A. Muenchen) Wednesday, May 19, 2021 - 7:30am-3:30pm. PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and resulting in improved outcomes, lower costs, and higher patient satisfaction. INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas DO WIDE AND DEEP NETWORKS LEARN THE SAME THINGS? « MACHINE Originally published in Google AI Blog, May 4, 2021.. A common practice to improve a neural network’s performance and tailor it to available computational resources is to adjust the architecture depth and width.Indeed, popular families of neural networks, including EfficientNet, ResNet and Transformers, consist of a set of architectures of flexible depths and widths. WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
JUNE « 2021 « MACHINE LEARNING TIMES Originally published in Google AI Blog, May 4, 2021. A common practice to improve a neural network’s performance and tailor it to available computational resources is PREDICTIVE ANALYTICS BOOK This rich, entertaining, bestselling, and award-winning introduction by former Columbia University professor and Predictive Analytics World founder Eric Siegel, which reveals the power and perils of predictive analytics, showing how predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime-fighting andboosts sales.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020 Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
THE DR. DATA SHOW WITH ERIC SIEGEL The Dr. Data Show is a web series about machine learning. Dr. Data, aka Eric Siegel, breaks the mold for data science infotainment, captivating the planet with short webisodes that cover very best of machine learning and predictive analytics. HELPDESK - PREDICTIVE ANALYTICS WORLD Livestream Event Troubleshooting / FAQ. This page provides some help and guidance to accessing the virtual conference platform, Hopin, we are using for Machine Learning Week 2021, including the Predictive Analytics World and Deep Learning World conferences, as well as SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
REGISTRATION OPTIONS AND PRICING Livestream Only. Workshop Only Ticket - Choose your workshop (s) during the registration process. $500. REGISTER. $400. REGISTER. Workshops: Machine Learning with R: A Hands-On Introduction (Robert A. Muenchen) Wednesday, May 19, 2021 - 7:30am-3:30pm. PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and resulting in improved outcomes, lower costs, and higher patient satisfaction. INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD CLIMATE LIVESTREAMED 2021 Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly.Instructor
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and resulting in improved outcomes, lower costs, and higher patient satisfaction. INSURANCE PRICING MODELS USING PREDICTIVE ANALYTICS 5 Gender # of policy holders Total Claim Loss Avg. Loss Cost Differential Male 100,000 $50,000,000 $500 1.22 Female 80,000 $24,000,000 $300 0.73 Total 180,000 $74,000,000 $411 1.00 Why Predictive Analytics is Required • Historically, the use of analytics by actuaries has been about FRAUD DETECTION IN INSURANCE CLAIMS 3 The Bigger Picture ! There are several parts of a comprehensive “Fraud” detection strategy. These parts are complimentary and should be used simultaneously – Rules • Looks at a single claim • Based on intuition and experience of claim handler, maybe even a simple score. • Historically used across the industry – Models (Logit, GLM, GLZ, NN, MARS, PrinComp) MULTICOLLINEARITY AND SPARSE DATA IN KEY DRIVER ANALYSIS 1 ISO 20252 Certified AAA Member Experience Multicollinearity and Sparse Data in Key Driver Analysis: Challenges and Solutions Presentation at the Predictive Analytics World Conference DO WIDE AND DEEP NETWORKS LEARN THE SAME THINGS? « MACHINE Originally published in Google AI Blog, May 4, 2021.. A common practice to improve a neural network’s performance and tailor it to available computational resources is to adjust the architecture depth and width.Indeed, popular families of neural networks, including EfficientNet, ResNet and Transformers, consist of a set of architectures of flexible depths and widths. WHAT IS PREDICTIVE ANALYTICS? THE PAW RESOURCE GUIDE What is predictive analytics? The PAW Resource Guide. Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of yourorganization.
JUNE « 2021 « MACHINE LEARNING TIMES Originally published in Google AI Blog, May 4, 2021. A common practice to improve a neural network’s performance and tailor it to available computational resources is PREDICTIVE ANALYTICS BOOK This rich, entertaining, bestselling, and award-winning introduction by former Columbia University professor and Predictive Analytics World founder Eric Siegel, which reveals the power and perils of predictive analytics, showing how predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime-fighting andboosts sales.
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020 Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
THE DR. DATA SHOW WITH ERIC SIEGEL The Dr. Data Show is a web series about machine learning. Dr. Data, aka Eric Siegel, breaks the mold for data science infotainment, captivating the planet with short webisodes that cover very best of machine learning and predictive analytics. HELPDESK - PREDICTIVE ANALYTICS WORLD Livestream Event Troubleshooting / FAQ. This page provides some help and guidance to accessing the virtual conference platform, Hopin, we are using for Machine Learning Week 2021, including the Predictive Analytics World and Deep Learning World conferences, as well as SPEAKERS - PREDICTIVE ANALYTICS WORLD Dean Abbott is Co-Founder and Chief Data Scientist of SmarterHQ, and President of Abbott Analytics, in San Diego, California. Mr. Abbott is an internationally recognized data science and predictive analytics expert with over three decades of experience. Abbott is the author ofApplied Predictive
REGISTRATION OPTIONS AND PRICING Livestream Only. Workshop Only Ticket - Choose your workshop (s) during the registration process. $500. REGISTER. $400. REGISTER. Workshops: Machine Learning with R: A Hands-On Introduction (Robert A. Muenchen) Wednesday, May 19, 2021 - 7:30am-3:30pm. PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World.AGENDA 2021
Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly. PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31PREDICTIVE ANALYTICS SOFTWARE FOR HEALTHCAREPREDICTIVE ANALYTICS HEALTHCARE COMPANIESPREDICTIVE ANALYTICS HEALTHCARE MARKETPREDICTIVE ANALYTICS IN HEALTHCARE 2020PREDICTIVE ANALYTICS IN HEALTHCARE EXAMPLESPREDICTIVEANALYTICS WORLD
Improve health care with predictive analytics. May 31-June 4, 2020 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020DATA ANALYTICS CONFERENCES 2020HEALTHCARE ANALYTICS SEMINARSHEALTHCARE ANALYTICS SUMMITHEALTHCARE DATA ANALYTICS CONFERENCEHEALTHCARE DATA ANALYTICS CONFERENCEHEALTHCARE DATA CONFERENCE Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
PREDICTIVE ANALYTICS WORLD: HOW TO LOWER COSTS WITHPREDICTIVE ANALYTICS IN HEALTHCAREPREDICTIVE ANALYTICS SOFTWAREPREDICTIVE ANALYTICS TOOLSPREDICTIVE ANALYTICS TRAINING Predictive Analytics World is the cross-industry event series for predictive analytics professionals, managers, and commercial practitioners. Ten annual events in North America and Europe cover business, marketing, financial services, government, healthcare, manufacturing, workforce, and more.MODELING ATTRITION
Operated by the Los Alamos National Security, LLC for the DOE/NNSA U N C L A S S I F I E D! Modeling Attrition A comparison of techniquesBill Romine - LLNL
PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) PREDICTIVE ANALYTICS WORLD Europe. June 14-18 2021. Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era. MACHINE LEARNING WEEK LIVESTREAMED 2021 Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet in Las Vegas on June 16-20, 2019 to explore the latest trends and technologies in machine & deep learning for theIoT era.
PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World.AGENDA 2021
Workshops - Wednesday, May 19th, 2021. 7:15 am. Workshop: The Best of Predictive Analytics: Core Machine Learning and Data Science Techniques. Full-day: 7:15am – 2:30pm PDT. This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning). The Workshop Description will be available shortly. PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY Improve health care with predictive analytics. May 24-28, 2021 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises andresulting
PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31PREDICTIVE ANALYTICS SOFTWARE FOR HEALTHCAREPREDICTIVE ANALYTICS HEALTHCARE COMPANIESPREDICTIVE ANALYTICS HEALTHCARE MARKETPREDICTIVE ANALYTICS IN HEALTHCARE 2020PREDICTIVE ANALYTICS IN HEALTHCARE EXAMPLESPREDICTIVEANALYTICS WORLD
Improve health care with predictive analytics. May 31-June 4, 2020 – Livestreamed. The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS 2020DATA ANALYTICS CONFERENCES 2020HEALTHCARE ANALYTICS SEMINARSHEALTHCARE ANALYTICS SUMMITHEALTHCARE DATA ANALYTICS CONFERENCEHEALTHCARE DATA ANALYTICS CONFERENCEHEALTHCARE DATA CONFERENCE Full-day: 8:00am –3:00pm. During this workshop, you will gain hands-on experience deploying deep learning on Google’s TPUs (Tensor Processing Units) at this one-day workshop, scheduled the day immediately after the Deep Learning World and Predictive Analytics World two-day conferences. Click workshop title above for the fullydetailed
PREDICTIVE ANALYTICS WORLD: HOW TO LOWER COSTS WITHPREDICTIVE ANALYTICS IN HEALTHCAREPREDICTIVE ANALYTICS SOFTWAREPREDICTIVE ANALYTICS TOOLSPREDICTIVE ANALYTICS TRAINING Predictive Analytics World is the cross-industry event series for predictive analytics professionals, managers, and commercial practitioners. Ten annual events in North America and Europe cover business, marketing, financial services, government, healthcare, manufacturing, workforce, and more.MODELING ATTRITION
Operated by the Los Alamos National Security, LLC for the DOE/NNSA U N C L A S S I F I E D! Modeling Attrition A comparison of techniquesBill Romine - LLNL
PAYCHEX,INC.PROFILE ) 2012 Paychex, Inc. All Rights Reserved. Propensity)ModelDevelopment) Demographics-(18Total) RevenueHistory (88Total) CCS-Referral-History-(16Total) DO WIDE AND DEEP NETWORKS LEARN THE SAME THINGS? « MACHINE 1 day ago · Originally published in Google AI Blog, May 4, 2021.. A common practice to improve a neural network’s performance and tailor it to available computational resources is to adjust the architecture depth and width.Indeed, popular families of neural networks, including EfficientNet, ResNet and Transformers, consist of a set of architectures of flexible depths and widths. PREDICTIVE ANALYTICS WORLD FOR BUSINESS LIVESTREAMED The premier machine learning conferenceJune 19-23, 2022 l Caesars Palace, Las Vegas. Predictive Analytics World for Business is the premier machine learning conference since 2009. As part of Machine Learning Week, PAW Business will be held alongside PAW Financial, PAW Healthcare, PAW Industry 4.0, PAW Climate and Deep Learning World. PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LIVESTREAMED MAY The Predictive Analytics World for Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises and resulting in improved outcomes, lower costs, and higher patient satisfaction. PREDICTIVE ANALYTICS WORLD FOR HEALTHCARE LAS VEGAS MAY 31 Predictive Analytics World for Healthcare focuses on real-world examples of deployed machine learning. Attend and witness today's rapidly emerging movement to fortify healthcare with big data's biggest win: the power to predict. Predictive Analytics World for Healthcare | Machine Learning Week 2020 | May 31-June 4, 2020 | Caesar's Palace, Las Vegas JUNE « 2021 « MACHINE LEARNING TIMES 1 day ago · Originally published in Google AI Blog, May 4, 2021. A common practice to improve a neural network’s performance and tailor it to available computational resources is to MACHINE LEARNING TIMES Welcome to the machine learning professionals’ premier resource, delivering timely, relevant industry-leading content: articles, videos, events, white papers, and community. The only full-scale content portal devoted exclusively to machine learning and its commercial deployment, The Machine Learning Times has become astandard must-read.
PREDICTIVE ANALYTICS DELIVERS VALUE ACROSS BUSINESS Predictive analytics is applied in many ways to help businesses overcome a plethora of challenges. The core difference in one mode of application to another is in what’s being predicted. Predicting customer response, click, or defection are each very different things, and deliver business value in different ways. MACHINE LEARNING ROCK STAR Machine Learning Rock Star – the End-to-End Practice, an end-to-end, three-course series that will empower you to lead and launch machine learning. Accessible to business-level learners and yet vital to techies as well, it covers both the state-of-the-art techniques and the business-side leadership best practices. From Eric Siegel, Founder of Predictive Analytics World and author of ANALYTICS « MACHINE LEARNING TIMES 1 day ago · Analytics and big data are becoming business imperatives. One big element that separates them from unstructured data pools or BI drill-down reports is that analytics can be used to “tell a story,” typically with visualizations.AGENDA DETAILS
This session details for big data collected on over 1.4 million people has been used to develop AI-led, personalised interventions that are clinically-proven to reverse type 2 diabetes, which has redefined the use of digital therapeutics in the USA, Canada, United Kingdom, Germany and India. Session description.* PAW Events
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THE PREMIER MACHINE LEARNING EVENT – SELECT A CONFERENCE: THE PREMIER MACHINE LEARNING EVENT – SELECT A CONFERENCE:NEW EVENT:
PAW Climate
May 24-28, 2021
UPCOMING EVENTS:
Machine Learning Week LivestreamMay 24 – 28, 2021
Machine Learning Week Livestream Europe June 14 – 18, 2021NEW EVENT:
PAW Climate
May 24-28, 2021
UPCOMING EVENTS:
Machine Learning Week Livestream North AmericaMay 24 – 28, 2021
Machine Learning Week Livestream Europe June 14 – 18, 2021 Predictive Analytics World is the leading cross-vendor conference series covering the commercial deployment of machine learning and predictive analytics. PREDICTIVE ANALYTICS WORLD — THE FACTS:YEARS
LOCATIONS
TOTAL EVENTS
SPEAKERS
SESSIONS
COMPANIES
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FIRST MACHINE LEARNING WEEK 2021 KEYNOTES ANNOUNCED:Tarun Sood
Head of Data and AnalyticsManeesh Shrivastav
Director of Market DevelopmentNathan Susanj
Applied Science ManagerTESTIMONIALS
JAMES MCCAFFREY
Senior Scientist Engineer, Microsoft The bottom line: the event was really good — I give it an overall grade of an A- which is (tied for) the best grade I’ve ever given toany conference.
INDU SRIRAM
Digital Marketing Analytics Manager, Staples I’m happy we have a conference like Predictive Analytics World – where practitioners like myself can meet other professionals and learn all the latest and greatest. It’s a go-to resource and I often attend – hats off to this conference’s producers!ALLISON GONZALEZ
Decision Science Analyst, USAA Just do it! Everybody is doing it! I attended PAWSF 2016 and I come back with many new contacts, new friends, and more knowledgeable.KENTON
Economist, Nike
The emphasis on practical application of analytics to real world business problems and decision making is just right at thisconference!
JASON KING
Principal Scientist, Procter and Gamble A 360 degree event – great for anyone who wants to know where data analytics is at and where it’s going. JAMES MCCAFFREY- SENIOR SCIENTIST ENGINEER, MICROSOFT The bottom line: the event was really good — I give it an overall grade of an A- which is (tied for) the best grade I’ve ever given toany conference.
INDU SRIRAM - DIGITAL MARKETING ANALYTICS MANAGER, STAPLES I'm happy we have a conference like Predictive Analytics World - where practitioners like myself can meet other professionals and learn all the latest and greatest. It's a go-to resource and I often attend - hats off to this conference's producers! ALLISON GONZALEZ - DECISION SCIENCE ANALYST, USAA Just do it! Everybody is doing it! I attended PAW San Francisco 2016 and I come back with many new contacts, new friends, and moreknowledgeable.
KENTON - ECONOMIST, NIKE The emphasis on practical application of analytics to real world business problems and decision making is just right at thisconference!
JASON KING - PRINCIPAL SCIENTIST, PROCTER AND GAMBLE A 360 degree event - great for anyone who wants to know where data analytics is at and where it's going.PreviousNext
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PREDICTIVE ANALYTICS WORLD – INDUSTRY EVENTS Deliver on machine learning’s full potential in your industry by attending a specialized PAW event: Predictive Analytics World for Business focuses on concrete examples of deployed predictive analytics. Hear from the horse’s mouth precisely how Fortune 500 analytics competitors and other top practitioners deploy machine learning, and the kind of business results they achieve.North America
May 24-28, 2021
Europe
JUNE 14-18, 2021
PREDICTIVE ANALYTICS WORLD FOR FINANCIAL SERVICES is the leading data science event covering the deployment of machine learning by banks, insurance companies, credit card companies, investment firms, and other financial institutions.May 24-28, 2021
Europe
June 14-18 2021
The PAW Healthcare program will feature sessions and case studies across Healthcare Business Operations and Clinical applications so you can witness how data science and machine learning are employed at leading enterprises, resulting in improved outcomes, lower costs, and higher patient satisfaction.North America
May 24-28, 2021
Europe
June 14-18 2021
Predictive Analytics World for Industry 4.0 is the leading vendor-neutral conference for machine learning for smart manufacturing and IoT. Data scientists, industrial planners, and other machine learning experts will meet to explore the latest trends and technologies in machine & deep learning for the IoT era.North America
May 24-28, 2021
Europe
June 14-18, 2021
PAW Climate is designed to deliver the power of machine learning to assist companies tackling climate change. The event delivers case studies from practitioners currently involved in delivering machine learning solutions for climate tech solutions and advances.May 24-28, 2021
Europe
June 14-18, 2021
Deep Learning World is the premier conference covering the commercial deployment of deep learning. The event’s mission is to foster breakthroughs in the value-driven operationalization of established deep learning methods.North America
May 24-28, 2021
Europe
June 14-18, 2021
Data Driven Government is focused on helping government executives to share and discuss emerging trends and best practices of how government agencies are currently using data analytics to enhance mission outcomes. Practically-focused, vendor-neutral, DDG advances the deployment of analytics and data science within Federal, State, andLocal government.
Fall 2021
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TRAINING WORKSHOPS – MAY 2021 Wednesday, May 19, Livestream BIG DATA: THE LEADING WAYS TO IMPROVE BUSINESS WITH DATA SCIENCE(NON-TECHNICAL)
Marc Smith, Chief Social Scientist, Connected Action Consulting Group Vladimir Barash, Director, Graphika Wednesday, May 19, Livestream MACHINE LEARNING WITH R: A HANDS-ON INTRODUCTION Robert A. Muenchen, Manager of Research Computing Support, Universityof Tennessee
Wednesday, May 19, Livestream THE BEST OF PREDICTIVE ANALYTICS: CORE MACHINE LEARNING AND DATASCIENCE TECHNIQUES
John Elder, Founder & Chair, Elder Research Thursday, May 20, Livestream MACHINE LEARNING WITH PYTHON: A HANDS-ON INTRODUCTION Clinton Brownley, Data Scientist, WhatsApp Thursday, May 20, Livestream MACHINE LEARNING OPERATIONALIZED FOR BUSINESS: ENSURING ML DEPLOYMENTDELIVERS VALUE
James Taylor, CEO, Decision Management Solutions Thursday, May 20, Livestream ENSEMBLE MODELS: SUPERCHARGING MACHINE LEARNING Dean Abbott, Co-Founder and Chief Data Scientist, SmarterHQ Thursday, May 20, Livestream SPARK ON HADOOP FOR MACHINE LEARNING: HANDS-ON LAB James Casaletto, Senior Solutions Architect, Map Technologies Friday, May 21, Livestream THE DEADLY DOZEN: THE TOP 12 ANALYTICS MISTAKES AND THE TECHNIQUES TODEFEAT THEM
John Elder, Founder & Chair, Elder ResearchRECENT ARTICLES
* Remote-Control Robots and the Limits of AI * Liftoff: The Basics of Predictive Model Deployment * Sharing Learnings About Our Image Cropping Algorithm MORE ABOUT PREDICTIVE ANALYTICS WORLD, MACHINE LEARNING AND AICONFERENCE SCOPE
Whether you call it machine learning, predictive analytics, data science, big data, data mining or artificial intelligence, Predictive Analytics World sessions cover the commercial applications of machine learning, across business, finance, marketing, manufacturing, healthcare, recruitment, government, including the following: * TARGETING MARKETING (OFFLINE AND ONLINE)* Response modeling
* Customer retention with churn modeling * Acquisition of high-value customers* Direct marketing
* Database marketing * Profiling and cloning * ONLINE MARKETING OPTIMIZATION * Behavior-based advertising* Email targeting
* Website content optimization* METHODS COVERED
* decision trees
* logistic regression* neural networks
* net lift modeling
* Product recommendation systems * Workforce analytics* Fraud detection
* Insurance pricing and selection* Credit scoring
* Other forms of risk management * Predictive maintenance * Logistics analytics * Fault prediction & failure detection * Anomaly detection & root cause analysis * Supply chain connectivity and optimization * Risk management & prevention * Smart grid, utilities, and energy operations * Credible “AI” approaches with demonstrated value * Image & video recognition * Internet of Things & smart devices * Stream mining & edge analytics * Machine learning, ensemble models, & deep learning * Process mining & network analyses * Mining open & earth observation data * Edge analytics & federated learning* _And more_
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PREDICTIVE ANALYTICS GUIDE Predictive analytics is information technology that produces a predictive score for each customer or other organizational element. Assigning these predictive scores is the job of a predictive model which has, in turn, been trained over your data, learning from the experience of your organization. For more answers on data science visit the Predictive Analytics Guidefor
reading, training options and other resources.Read More
FAQ: PREDICTIVE ANALYTICS WORLD * IS THIS A “DATA SCIENCE” CONFERENCE? * HOW IS PREDICTIVE ANALYTICS DIFFERENT FROM FORECASTING? * WHO IS PREDICTIVE ANALYTICS WORLD FOR? * WHAT WILL I LEARN AT PREDICTIVE ANALYTICS WORLD? * _MORE QUESTIONS_…Read More
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