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PODCAST | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn GOALS | BECOMING A DATA SCIENTIST Goals. Since this site is about “becoming a data scientist”, I thought I should define what I think that means by setting some goals for myself. Short Term (2014-2015): Get an A in the graduate-level Machine Learning class I’m taking – Done. Got an A! RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
PRINCIPLES OF DATA VISUALIZATION FOR EXPLORATORY DATA ANALYSIS Principles of Data Visualization for Exploratory Data Analysis Renee M. P. Teate UVA SYS 6023 Cognitive Systems Engineering Spring 2015 HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here.SEARCH RESULTS API
Last week, I decided to learn how to use python to get data from an API. I started with the Codecademy “Introduction to APIs in Python” course, which got me oriented to how requests work, and in the subsequent NPR API lesson, specifically how the NPR stories APIworks.
FIRST DATALAB PROJECT %%sql--module gestation_weight select gestation_weeks, weight_poundsfrom where
year = 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null and weight_pounds is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min isnot
BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
PODCAST | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn GOALS | BECOMING A DATA SCIENTIST Goals. Since this site is about “becoming a data scientist”, I thought I should define what I think that means by setting some goals for myself. Short Term (2014-2015): Get an A in the graduate-level Machine Learning class I’m taking – Done. Got an A! RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
PRINCIPLES OF DATA VISUALIZATION FOR EXPLORATORY DATA ANALYSIS Principles of Data Visualization for Exploratory Data Analysis Renee M. P. Teate UVA SYS 6023 Cognitive Systems Engineering Spring 2015 HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here.SEARCH RESULTS API
Last week, I decided to learn how to use python to get data from an API. I started with the Codecademy “Introduction to APIs in Python” course, which got me oriented to how requests work, and in the subsequent NPR API lesson, specifically how the NPR stories APIworks.
FIRST DATALAB PROJECT %%sql--module gestation_weight select gestation_weeks, weight_poundsfrom where
year = 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null and weight_pounds is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min isnot
RESOURCES | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
PODCAST | BECOMING A DATA SCIENTIST Becoming a Data Scientist podcast, Partially Derivative podcast, Adversarial Learning podcast, and some other awesome data people that do elections forecasting for their day jobs joined together for this talk about the US election and the subsequent major questions surrounding the predictions, since basically all of them heavily leaned toward a different overall outcome than we got. PODCAST | BECOMING A DATA SCIENTIST In Episode 4 of the Becoming a Data Scientist Podcast, we meet Sherman Distin, owner of analytics consulting firm QueryBridge. We discuss his primarily self-taught path to learning the data science techniques he uses to find business insights in marketing data, and he also tells us what he thinks is the most important trait he looks for in datascientists.
#SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the MACHINE LEARNING PROJECT 4 Machine Learning Project 4. So immediately after I turned in project 3, I started on Project 4, our final project in Machine Learning grad class. We had a few options that the professor gave us, but could also propose our own. One of the options was learning how to implement Random Forest (an ensemble learning method using many decision trees SUMMER OF DATA SCIENCE GOAL-SETTING Summer of Data Science Goal-Setting. The purpose of the Summer of Data Science is to learn a specific topic or complete a project or read a book or finish a course so you can check something off of your long data science “to learn” list (get used to it being long, data scientists always have more to learn, so it never gets shorter!), and have fun achieving goals along with other data HOW TO USE TWITTER TO LEARN DATA SCIENCE (OR ANYTHING Ha, true. No, Data Science is definitely NOT saturated! If anything, there is a glut of people suddenly calling themselves data scientists, and a glut of companies listing “data scientist” positions that hope for a “unicorn”, but if you look past all of that, there are still a LOT of companies that need people that can do advanced analytics, and with the amount of data being collected THE DATA SCIENCE CENTRAL “INCIDENT” April 21-22, 2014: Initial twitter conversation with @tesherista about Data Science Central’s contest to find fake accounts created to attract women and minorities to Data Science Central, where Vincent Granville deleted Cory’s comments questioning the practice. (screenshots by @AltonDataSci) BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
PODCAST | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn GOALS | BECOMING A DATA SCIENTIST Goals. Since this site is about “becoming a data scientist”, I thought I should define what I think that means by setting some goals for myself. Short Term (2014-2015): Get an A in the graduate-level Machine Learning class I’m taking – Done. Got an A! RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
#SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. MACHINE LEARNING PROJECT 4 Machine Learning Project 4. So immediately after I turned in project 3, I started on Project 4, our final project in Machine Learning grad class. We had a few options that the professor gave us, but could also propose our own. One of the options was learning how to implement Random Forest (an ensemble learning method using many decision trees HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here. PRINCIPLES OF DATA VISUALIZATION FOR EXPLORATORY DATA ANALYSIS Principles of Data Visualization for Exploratory Data Analysis Renee M. P. Teate UVA SYS 6023 Cognitive Systems Engineering Spring 2015 BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
PODCAST | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn GOALS | BECOMING A DATA SCIENTIST Goals. Since this site is about “becoming a data scientist”, I thought I should define what I think that means by setting some goals for myself. Short Term (2014-2015): Get an A in the graduate-level Machine Learning class I’m taking – Done. Got an A! RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
#SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. MACHINE LEARNING PROJECT 4 Machine Learning Project 4. So immediately after I turned in project 3, I started on Project 4, our final project in Machine Learning grad class. We had a few options that the professor gave us, but could also propose our own. One of the options was learning how to implement Random Forest (an ensemble learning method using many decision trees HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here. PRINCIPLES OF DATA VISUALIZATION FOR EXPLORATORY DATA ANALYSIS Principles of Data Visualization for Exploratory Data Analysis Renee M. P. Teate UVA SYS 6023 Cognitive Systems Engineering Spring 2015 #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners.TALKS/PUBLICATIONS
In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn MACHINE LEARNING PROJECT 4 Machine Learning Project 4. So immediately after I turned in project 3, I started on Project 4, our final project in Machine Learning grad class. We had a few options that the professor gave us, but could also propose our own. One of the options was learning how to implement Random Forest (an ensemble learning method using many decision trees DATA SCIENCE LEARNING CLUB UPDATE Data Science Learning Club Update. For anyone that hasn’t yet joined the Becoming a Data Scientist Podcast Data Science Learning Club, I thought I’d write up a summary of what we’ve been doing!. The first activity involved setting up a development environment. Some people are using R, some using python, and there are several different development tools represented. BECOMING A DATA SCIENTIST Since Memorial Day in the U.S. is the unofficial start of the summer season, I figured today would be a good time to launch the SUMMER OF DATA SCIENCE 2017!!! #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the CAN A MACHINE BE RACIST OR SEXIST? Consider how this could be problematic –distribution of device ownership, impact of power outages on ability to tweet, etc. CAN A MACHINE BE RACIST OR SEXIST?WEB VIEW Example: Bank Loans Before Machine Learning. Bank officer. deciding whether to give a loan, assessing . likelihood to repay: EmploymentStatus and History
BECOMING A DATA SCIENTIST PODCAST Trey Causey is a data scientist with a background in psychology and sociology who, like Renee, is from Virginia. He has worked as a data scientist at a range of companies from zulily to ChefSteps, and has also developed some interesting sports analytics projects, including the New York Times 4th Down bot. Trey also has advice for people wanting to start a career in data science. BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
RESOURCES | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTIST 0:00. 0:00 / 52:09. Live. •. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the FIRST DATALAB PROJECT In : %%sql --module gestation_weight select gestation_weeks,weight_pounds from
where year
= 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min is not null and apgar FIRST DATALAB PROJECT %%sql--module gestation_weight select gestation_weeks, weight_poundsfrom where
year = 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null and weight_pounds is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min isnot
BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
RESOURCES | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTIST 0:00. 0:00 / 52:09. Live. •. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the FIRST DATALAB PROJECT In : %%sql --module gestation_weight select gestation_weeks,weight_pounds from
where year
= 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min is not null and apgar FIRST DATALAB PROJECT %%sql--module gestation_weight select gestation_weeks, weight_poundsfrom where
year = 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null and weight_pounds is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min isnot
GOALS | BECOMING A DATA SCIENTIST Goals. Since this site is about “becoming a data scientist”, I thought I should define what I think that means by setting some goals for myself. Short Term (2014-2015): Get an A in the graduate-level Machine Learning class I’m taking – Done. Got an A! #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners.TALKS/PUBLICATIONS
In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn A CHALLENGE TO DATA SCIENTISTS A Challenge to Data Scientists. As data scientists, we are aware that bias exists in the world. We read up on stories about how cognitive biases can affect decision-making.We know that, for instance, a resume with a white-sounding name will receive a different response than the same resume with a black-sounding name, and that writers of performance reviews use different language to BECOMING A DATA SCIENTIST Since Memorial Day in the U.S. is the unofficial start of the summer season, I figured today would be a good time to launch the SUMMER OF DATA SCIENCE 2017!!! PODCAST | BECOMING A DATA SCIENTIST December 14, 2015. Here is the first episode of the Becoming a Data Scientist Podcast, which is also available in video form! Becoming a Data Scientist Podcast: Episode 00 - Renee Teate - YouTube. Subscribe. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the HOW TO USE TWITTER TO LEARN DATA SCIENCE (OR ANYTHING Ha, true. No, Data Science is definitely NOT saturated! If anything, there is a glut of people suddenly calling themselves data scientists, and a glut of companies listing “data scientist” positions that hope for a “unicorn”, but if you look past all of that, there are still a LOT of companies that need people that can do advanced analytics, and with the amount of data being collected BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
RESOURCES | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTISTBECOMING A DATA SCIENTIST CAREERBECOMING A DATA SCIENTIST REDDITBEING A DATA SCIENTISTPATH TO BECOME DATA SCIENTISTSTEPS TO BECOME DATA SCIENTISTHOW TO BECOME ASCIENTIST
In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTIST 0:00. 0:00 / 52:09. Live. •. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the FIRST DATALAB PROJECT In : %%sql --module gestation_weight select gestation_weeks,weight_pounds from
where year
= 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min is not null and apgar FIRST DATALAB PROJECT %%sql--module gestation_weight select gestation_weeks, weight_poundsfrom where
year = 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null and weight_pounds is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min isnot
BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn ABOUT ME | BECOMING A DATA SCIENTIST Here is my resume. Update January 2016: I started the Becoming a Data Scientist Podcast in December, and the first episode was me talking about my own experiences, so you can learn more About Me there! You should also check out the Data Science Learning Club I started alongwith the podcast!
RESOURCES | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTISTBECOMING A DATA SCIENTIST CAREERBECOMING A DATA SCIENTIST REDDITBEING A DATA SCIENTISTPATH TO BECOME DATA SCIENTISTSTEPS TO BECOME DATA SCIENTISTHOW TO BECOME ASCIENTIST
In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PODCAST | BECOMING A DATA SCIENTIST 0:00. 0:00 / 52:09. Live. •. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners. HUMAN NAME VARIATIONS IN DATABASES Human Name Variations in Databases. I normally write about my adventures learning data science here, but my expertise for years has been database design and reporting, and I have some knowledge to contribute to a discussion that I thought I’d document here. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the FIRST DATALAB PROJECT In : %%sql --module gestation_weight select gestation_weeks,weight_pounds from
where year
= 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min is not null and apgar FIRST DATALAB PROJECT %%sql--module gestation_weight select gestation_weeks, weight_poundsfrom where
year = 1982 and month = 1 and day = 20 and gestation_weeks < 99 and gestation_weeks is not null and weight_pounds is not null --forgot to bring in live baby variable, so using apgar as proxy and apgar_1min isnot
GOALS | BECOMING A DATA SCIENTIST Goals. Since this site is about “becoming a data scientist”, I thought I should define what I think that means by setting some goals for myself. Short Term (2014-2015): Get an A in the graduate-level Machine Learning class I’m taking – Done. Got an A! #SODS | BECOMING A DATA SCIENTIST June 15, 2016. Verena, David, Kerry, and Anthony are members of the Becoming a Data Scientist Podcast Data Science Learning Club! They appear in the order in which they joined the club, and each discuss their starting points before joining, their participation in the activities, and advice they have for new data science learners.TALKS/PUBLICATIONS
In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn PYTHON | BECOMING A DATA SCIENTIST October 21, 2015. I have been getting great feedback on my “Becoming a Data Scientist” Flipboard magazine, and I had this other set of articles bookmarked that didn’t quite fit into it. I want the Becoming a Data Scientist one to be the “best of the best” of articles I find on Twitter about data science, and to focus onunderstanding
RENEE | BECOMING A DATA SCIENTIST In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn A CHALLENGE TO DATA SCIENTISTS A Challenge to Data Scientists. As data scientists, we are aware that bias exists in the world. We read up on stories about how cognitive biases can affect decision-making.We know that, for instance, a resume with a white-sounding name will receive a different response than the same resume with a black-sounding name, and that writers of performance reviews use different language to BECOMING A DATA SCIENTIST Since Memorial Day in the U.S. is the unofficial start of the summer season, I figured today would be a good time to launch the SUMMER OF DATA SCIENCE 2017!!! PODCAST | BECOMING A DATA SCIENTIST December 14, 2015. Here is the first episode of the Becoming a Data Scientist Podcast, which is also available in video form! Becoming a Data Scientist Podcast: Episode 00 - Renee Teate - YouTube. Subscribe. #CRAFTYDATAVIZ WINNERS #CraftyDataViz Winners. About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through!The entries were gorgeous and the judging was super difficult! First, I’d like to thank our awesome judges, who went through 2 difficult rounds of judging and discussion to help select the HOW TO USE TWITTER TO LEARN DATA SCIENCE (OR ANYTHING Ha, true. No, Data Science is definitely NOT saturated! If anything, there is a glut of people suddenly calling themselves data scientists, and a glut of companies listing “data scientist” positions that hope for a “unicorn”, but if you look past all of that, there are still a LOT of companies that need people that can do advanced analytics, and with the amount of data being collected* BLOG
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VALLEY TECHCON SLIDESSeptember 28, 2019
This week, I gave a talk at Valley TechCon in Harrisonburg, VA (where I live), which is a conference that features tech businesses and practitioners from the Shenandoah Valley of Virginia, and is in its 2nd year. There were a bunch of cool topics and speakers, and it was great to see what other great tech is being built in my part of the world! I said I’d share my slides on my “SQL for Data Science” talk, so here they are! I only had 40 minutes, so this wasn’t a full tutorial, and I couldn’t really teach many different concepts, but my main goal was to point out a bunch of different stuff you could do with SQL, and how to think about creating an analytical dataset, so attendees would be aware of what was possible and what they should look up if they wanted to start learning about SQL....Read More
BECOMING A DATA SCIENTIST EPISODE 17: ANDREW THERRIAULTMay 29, 2019
In the first episode of the Becoming a Data Scientist podcast recorded in front of a live audience, Renee interviews Andrew Therriault – formerly the Director of Data Science for the Democratic National Committee & Chief Data Officer for the City of Boston, and currently Data Science Manager at Facebook – about how he learned data science, what advice he has for people who want to learn data science and apply for data science jobs, and about his career path as a Data Scientist and leader in the field.Episode 17 Audio
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RVATECH SUMMIT SLIDESMarch 15, 2019
I promised the audience at the RVATech Summit yesterday that I’d post the updated slides for my “Can a Machine be Racist or Sexist?” talk, so here they are! Here is the link to the previous post, which has a pdf version of the slides that’s almost identical, and a video from when I gave this talk at Tom Tom Fest Applied Machine Learning Conference in 2018. Here’s the blog post that was the start of researching this topic, for me. Here’s the twitter list of people who talk about Ethics & Law in AI/ML. And here’s the flipboard magazine where I collect articles on this topic....Read More
TOM TOM FEST APPLIED MACHINE LEARNING CONFERENCE 2019March 10, 2019
The 2019 iteration of Tom Tom Fest (named after Thomas Jefferson) starts in under a month, and the Applied Machine Learning Conference (AMLC) is just over a month away, on April 11, in Charlottesville, VA! This is a conference I’ve helped plan since the beginning, and it’s grown in 3 years from a single theater with a partial day of talks to 4 theaters with non-stop presentations all day, plus keynotes in an even larger venue! An exciting announcement from me is that I will be recording a short episode of my Becoming a Data Scientist Podcast in front of a live audience for the first time at the AMLC! I’ll be interviewing Andrew Therriault, one of our keynote speakers, about how he became an Infrastructure Data Science Manager at Facebook, after starting out with degrees in politics, and working as the Director of Data Science for the Democratic National Committee, and the Chief Data Officer for the City of Boston, among other roles. I am featuring an AMLC speaker each day with the #AMLCville hashtag on twitter. You can learn more about all of our speakers (still more to be added!) and get tickets on the conference website. Hope to seeyou...
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APRA DATA ANALYTICS SYMPOSIUM 2018August 9, 2018
Hi, #APRADAS2018 Attendees! I plan to come back and add more info here in the future, but for now, here is a PDF version of my slides: My Journey from Advancement Data Analyst to Data ScientistRead More
SUMMER OF DATA SCIENCE GOAL-SETTINGJune 6, 2018
The purpose of the Summer of Data Science is to learn a specific topic or complete a specific project or read a book or finish a course so you can check something off of your long data science “to learn” list, and have fun achieving goals along with other data science learners during a fixed period of time. The deadline should be motivating, to get you to start and finish something before the summeris over.
Week 1 was all about brainstorming ideas and gathering resources – dreaming up what you’d love to learn, and finding content that willhelp you learn it.
Week 2 (which started yesterday, but don’t worry, jump in any time even if you see this a month from now) is all about goal-setting.Read More
#CRAFTYDATAVIZ WINNERSJune 1, 2018
About a month ago, on a whim, I posted the #CraftyDataViz contest, hoping for some beautiful and wacky homemade visualizations, and you all sure came through! The entries were gorgeous and the judging wassuper difficult!
Read More
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If you know anyone in #higheredleadership/IR/IT
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