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JOEL GRUS – BOOKS
Posts and writings by Joel Grus. Ten Essays on Fizz Buzz "This book is so good. I wish I'd written it." -- Tim Hopper ()Available now at fizzbuzzbook.com.. Data Science from Scratch, second editionJOEL GRUS – ABOUT
Posts and writings by Joel Grus. Joel is a software engineer, data scientist, and best-selling author * .. He works at a large financial services company where he leads JOEL GRUS – SPEAKING Posts and writings by Joel Grus. I like to give talks on a wide variety of subjects. If you'd like me to give a talk at your event, meetup, roast, or funeral, please get in touch! JOEL GRUS – TEN ESSAYS ON FIZZ BUZZ Posts and writings by Joel Grus. Next @joelgrus’ book: “100 ways of writing fizz buzz in Python” — Rocco Meli ⌬ (@RoccoMeli) June 13, 2019 I've been quarantined for the last several months for reasons that are too boring to go into, which somehow gave me a lot more timeto write.
JOEL GRUS – DATA SCIENCE FROM SCRATCH: FIRST PRINCIPLES Posts and writings by Joel Grus. I am super-excited to announce that the book I've been working on for more than the last year, Data Science from Scratch: First Principles with Python is finally available! (buy from O'Reilly, use discount code AUTHD to save some money) (buy from Amazon).. My experience learning and teaching data science was that there were two primary paths: JOEL GRUS – DATA SCIENCE FROM SCRATCH: SECOND EDITION I am thrilled to announce that the second edition of Data Science from Scratch is now available! (buy from Amazon or your other favorite bookstore, or read on Safari, or get a PDF from ebooks.com it looks like.). It's been almost exactly four years since the first edition came out, and over that time it's helped dozens of people learn data science, Python, or possibly some combination of the JOEL GRUS – FIZZ BUZZ IN TENSORFLOW interviewer: me: And our output will be a one-hot encoding of the fizzbuzz representation of the number, where the first position indicates "print as-is", the second indicates "fizz", and so on:SCIENCE QUIZ
Score: 0. New Game. @joelgrus JOEL GRUS – TRUMP TWEETS ON A GLOBE (AKA FUN WITH D3SEE MORE ONJOELGRUS.COM
JOEL GRUSABOUTBOOKSSPEAKINGRÉSUMÉATOMARCHIVES Posts and writings by Joel Grus. 2014 was a crazy year, mostly because I took on two very large projects either of which would have made for a pretty crazy year.JOEL GRUS – BOOKS
Posts and writings by Joel Grus. Ten Essays on Fizz Buzz "This book is so good. I wish I'd written it." -- Tim Hopper ()Available now at fizzbuzzbook.com.. Data Science from Scratch, second editionJOEL GRUS – ABOUT
Posts and writings by Joel Grus. Joel is a software engineer, data scientist, and best-selling author * .. He works at a large financial services company where he leads JOEL GRUS – SPEAKING Posts and writings by Joel Grus. I like to give talks on a wide variety of subjects. If you'd like me to give a talk at your event, meetup, roast, or funeral, please get in touch! JOEL GRUS – TEN ESSAYS ON FIZZ BUZZ Posts and writings by Joel Grus. Next @joelgrus’ book: “100 ways of writing fizz buzz in Python” — Rocco Meli ⌬ (@RoccoMeli) June 13, 2019 I've been quarantined for the last several months for reasons that are too boring to go into, which somehow gave me a lot more timeto write.
JOEL GRUS – DATA SCIENCE FROM SCRATCH: FIRST PRINCIPLES Posts and writings by Joel Grus. I am super-excited to announce that the book I've been working on for more than the last year, Data Science from Scratch: First Principles with Python is finally available! (buy from O'Reilly, use discount code AUTHD to save some money) (buy from Amazon).. My experience learning and teaching data science was that there were two primary paths: JOEL GRUS – DATA SCIENCE FROM SCRATCH: SECOND EDITION I am thrilled to announce that the second edition of Data Science from Scratch is now available! (buy from Amazon or your other favorite bookstore, or read on Safari, or get a PDF from ebooks.com it looks like.). It's been almost exactly four years since the first edition came out, and over that time it's helped dozens of people learn data science, Python, or possibly some combination of the JOEL GRUS – FIZZ BUZZ IN TENSORFLOW interviewer: me: And our output will be a one-hot encoding of the fizzbuzz representation of the number, where the first position indicates "print as-is", the second indicates "fizz", and so on:SCIENCE QUIZ
Score: 0. New Game. @joelgrus JOEL GRUS – TRUMP TWEETS ON A GLOBE (AKA FUN WITH D3SEE MORE ONJOELGRUS.COM
DATA SCIENCE FROM SCRATCH chapter page function; 4: 50: vector_add: 4: 51: vector_subtract: 4: 51: vector_sum: 4: 51: scalar_multiply: 4: 51: vector_mean: 4: 51: dot: 4: 52: sum_of_squares: 4 JOEL GRUS – DATA SCIENCE FROM SCRATCH: SECOND EDITION I am thrilled to announce that the second edition of Data Science from Scratch is now available! (buy from Amazon or your other favorite bookstore, or read on Safari, or get a PDF from ebooks.com it looks like.). It's been almost exactly four years since the first edition came out, and over that time it's helped dozens of people learn data science, Python, or possibly some combination of theSCIENCE QUIZ
Score: 0. New Game. @joelgrus JOEL GRUS – CREATING A FUNCTION INDEX USING CYCLE.JS (The $-suffix is a cycle convention (maybe broader) to indicate that a variable is an observable.)This is again pretty simple: given an element of the value$ stream (which is the value of the text input after a keyup), output a state consisting of both the query and the index entries that match it.. Finally, we need the view to turn that state into a virtual-dom representation: JOEL GRUS – HASKELL-STYLE FIBONACCI IN PYTHON Posts and writings by Joel Grus. You should understand this definition as "the sequence that starts with 1, followed by 1, followed by the sequence of numbers obtained by "zipping" together the sequences fibs and tail fibs (that is, all of the elements of fibs after the first) and adding together each corresponding pair of elements.. Which means the third element of the sequence is the first JOEL GRUS – T-SHIRTS, FEMINISM, PARENTING, AND DATA Posts and writings by Joel Grus. Before I was a parent I never gave much thought to children's clothing, other than to covet a few of the baby shirts at T-Shirt Hell. Now that I have a two-year-old daughter, I have trouble thinking of anything but children's clothing. (Don'ttell my boss!)
JOEL GRUS – BUILDING A STUPID DATA PRODUCT, PART 2: THE (part 1, part 3) Last time we collected and processed the data for generating stupid fake elementary school science questions and answers. The important parts to remember are. we generated two files questions.json and answers.json containing transition dictionaries mapping each word to an array / list of possible following words, and; we used sentinel tokens __START__ and __STOP__ to JOEL GRUS – LIVECODING MADNESS Posts and writings by Joel Grus. I give talks, and this fall my talk has been to live code a deep learning library (and use the resulting library to solve Fizz Buzz).. You probably didn't get to see my talk, which is why I made a video of it: JOEL GRUS – BUILDING A STUPID DATA PRODUCT, PART 1: THE (part 2, part 3) As I'm not working right now* , I have a surfeit of time to hack on stupid things.In particular, it seemed like a good idea to hack together a stupid data product. Inspiration (if you can call it such) struck when the Allen Institute released a dataset of elementary school science questions, presumably so that people can train computers to answer them. JOEL GRUS – BUILDING A STUPID DATA PRODUCT, PART 3: THE NewGame is the action to take when someone clicks on the "New Game" button.ClickAnswer is the action to take when someone clicks on one of the answers. Its payload contains the id of the question and the id of the answer, since we'll need both of those to update the state. And QuestionReceived is the action to take when the app receives the result of an (asynchronous) callJOEL GRUS
is sort of a famous author* About
* Books
* Speaking
* Résumé
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DATA SCIENCE FROM SCRATCH: SECOND EDITION I am thrilled to announce that the second edition of _Data Science from Scratch_ is now available! (buy from Amazon or your other favorite bookstore, or read on Safari, or get a PDF fromebooks.com
it looks like.)
It's been almost exactly four years since the first edition came …2019-05-13 12:00 PM
------------------------- LIVECODING MADNESS - BUILDING A DEEP LEARNING LIBRARY I give talks , and this fall my talk has been to live code a deep learning library (and use the resulting library to solve Fizz Buzz).
You probably didn't get to see my talk, which is why I made a video ofit :
Please enjoy!
2017-12-04 12:00 PM
------------------------- FIZZ BUZZ IN TENSORFLOW INTERVIEWER: Welcome, can I get you coffee or anything? Do you need abreak?
ME: No, I've probably had too much coffee already! INTERVIEWER: Great, great. And are you OK with writing code on thewhiteboard?
ME: It's the only way I code!INTERVIEWER: ...
ME: That was a joke.INTERVIEWER …
2016-05-23 12:00 PM
------------------------- A SIMPLE SPOT IT CLONE WITH PURESCRIPT AND PUX Long-time readers may recall that last year I wrote a blog post about the mathematics of Spot It. (For
those who don't recall, Spot It is a game where you have a deck of cards, each of which has 8 pictures on it, where through the magical mathematics of finite …2016-03-30 12:00 PM
------------------------- TRUMP TWEETS ON A GLOBE (AKA FUN WITH D3, SOCKET.IO, AND THE TWITTERAPI)
When I worked at Farecast we had a giant TV in the lobby, and up on that TV was an image of a globe, and on that globe were animated paths that (as far as you know) corresponded to flight searches that people were doing on the site. It was …2016-02-27 09:00 AM
------------------------- BUILDING A STUPID DATA PRODUCT, PART 3: THE SINGLE-PAGE APP(PURESCRIPT)
(part 1
,
part 2
)
OK, so last time
we built a web service that responds to GET requests with random (bogus) elementary school science questions. In this third (and last) installment, we'll create a single-page quiz app that consumes theservice.
Here's a rough stab at a wireframe:On the …
2016-02-15 09:00 AM
------------------------- BUILDING A STUPID DATA PRODUCT, PART 2: THE WEB SERVICE (HASKELL)(part 1
,
part 3
)
Last time we collected and processed the data for generating stupid fake elementary school science questions and answers. The important parts to remember are * we generated two files questions.json and answers.json containing _transition dictionaries_ mapping each word to an array / list of possible following …2016-02-15 08:00 AM
------------------------- BUILDING A STUPID DATA PRODUCT, PART 1: THE DATA (PYTHON)(part 2
,
part 3
)
As I'm not working right now* , I have a surfeit of time to hack on stupid things. In particular, it seemed like a good idea to hack together a stupid data product. Inspiration (if you can call it such) struck when the Allen Institutereleased a …
2016-02-15 07:00 AM
------------------------- CREATING A FUNCTION INDEX USING CYCLE.JS The readers of my book have been clamoring for an index of functions, so
that -- for example -- when someone sees me use vector_mean on page 200 they can easily figure out where to find its definition. It was easy enough (if tedious) to go through the book and create a…
2016-01-21 09:00 AM
------------------------- POLYGLOT TWITTER BOT, PART 4: PURESCRIPT* Node.js
* Node.js + AWS Lambda * Python 2.7 + AWS Lambda* PURESCRIPT
* PureScript + AWS Lambda * Bonus: PureScript + Twitter Streaming I know, you're thinking, "I've already read three parts of this series, and I haven't heard one …2015-12-31 09:00 AM
------------------------- POLYGLOT TWITTER BOT, PART 3: PYTHON 2.7 + AWS LAMBDA* Node.js
* Node.js + AWS Lambda * PYTHON 2.7 + AWS LAMBDA* Purescript
* Purescript + AWS Lambda * Bonus: Purescript + Twitter Streaming Lambda also allows Python functions, although only Python 2.7. In practice, this won't affect us much …2015-12-30 12:00 PM
------------------------- POLYGLOT TWITTER BOT, PART 2: NODE.JS + AWS LAMBDA* Node.js
* NODE.JS + AWS LAMBDA * Python 2.7 + AWS Lambda* Purescript
* Purescript + AWS Lambda * Bonus: Purescript + Twitter Streaming AWS has a recent-ish Lambda product, which lets you upload functions and then have them run on …2015-12-29 07:00 PM
------------------------- POLYGLOT TWITTER BOT, PART 1: NODE.JS* NODE.JS
* Node.js + AWS Lambda * Python 2.7 + AWS Lambda* Purescript
* Purescript + AWS Lambda * Bonus: Purescript + Twitter Streaming Like most of you, I've long dreamed of making a Twitter bot. And alsolike most of …
2015-12-29 12:00 PM
------------------------- STUPID ITERTOOLS TRICKS FOR DATA SCIENCE (This is a blog post version of my PyData Seattle talk, slides
and code at the link.)In my last post
2015-08-23 12:00 PM
------------------------- HASKELL-STYLE FIBONACCI IN PYTHON If you've ever done a tech interview, you're probably familiar with the Fibonacci sequence: 1, 1, 2, 3, 5, 8, 13, .... where each number is the sum of the previous two. A relatively simple (and relatively overused) interview problem is to write a function that returns the n-th Fibonacci number …2015-07-07 12:00 PM
------------------------- ON THE MATHEMATICS OF SPOT IT! Last weekend we went to a party where one of the other attendees brought Spot It! Frozen for her kids. It's a simple game with circular cards, each of which has 8 pictures in it, most of them _Frozen_-themed. The setup is that any two cards in the deck …2015-06-12 12:00 PM
------------------------- DATA SCIENCE FROM SCRATCH: FIRST PRINCIPLES WITH PYTHON I am super-excited to announce that the book I've been working on for more than the last year, _Data Science from Scratch: First Principles with Python_ is finally available! (buy from O'Reilly, use discount code
AUTHD to save some money) (buy from Amazon).
My experience learning and teaching data science …2015-04-26 12:00 PM
-------------------------2014 YEAR IN REVIEW
2014 was a crazy year, mostly because I took on two very large projects either of which would have made for a pretty crazy year.1. THE BOOK
I am writing a book. (Yes, another one.) Actually, the first draft is done, and I am right now revising it based …2015-01-15 07:09 PM
------------------------- T-SHIRTS, FEMINISM, PARENTING, AND DATA SCIENCE, PART 2: EIGENSHIRTS (You might want to read Part 1first.)
When last we left off, we'd built a model using _shirt colors_ to predict boy-ness / girl-ness. Our second attempt will involve the shirt images themselves (sort of). For our purposes, computer images are made up of pixels , each of whose color is …2013-06-24 08:37 PM
------------------------- T-SHIRTS, FEMINISM, PARENTING, AND DATA SCIENCE, PART 1: COLORS Before I was a parent I never gave much thought to children's clothing, other than to covet a few of the baby shirts at T-Shirt Hell. Now that I have a two-year-old daughter, I have trouble thinking of anything _but_ children's clothing. (Don't tell myboss!)
What I have discovered …2013-06-19 06:20 AM
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