The Data Science Roundup The internet's most useful data science articles. Curated with ❤️ by Tristan Handy. 6912 subscribers 45 issues Subscribe to my list This thingy has to be empti pwieshh
#91 June 25, 2017 Data Science Roundup #91: Paradoxes, empathy, and lower entry-level salaries(!?) – This is an atypical issue, where I (mostly) take a break from focusing on implementation questions. I
#90 June 18, 2017 Data Science Roundup #90: Research from DeepMind, Conversion Rates, and Anomaly Detection! – It was hard to narrow things down this week! This issue contains a mix of new research, practical app
#89 June 11, 2017 Data Science Roundup #89: Relational Networks, Narrative Fallacy, Wine Pairings & more! – A brand new neural network architecture is proposed and tested by the folks at DeepMind—this is a big
#88 June 4, 2017 Data Science Roundup #88: Airbnb's Data University, Sample Bias, AlphaGo & SparkR – Solid week this week. I'd be especially interested in your thoughts on the first article about spread
#87 May 28, 2017 Data Science Roundup #87: Improving your Productivity, AutoML, and the Growth of Python – Smarter workflows = more productive data scientists! Or, simply automate the process of model-buildin
#86 May 21, 2017 Data Science Roundup #86: AI in Medicine, Opportunity Sizing @ Etsy & Deep Learning Advice. – Unambiguously positive results in medicine and education. A great talk from Etsy, practical advice fo
#85 May 14, 2017 Data Science Roundup #85: Experimentation @ Airbnb, Timelines @ Twitter, Data from Instacart – Really interesting stuff out this week from Twitter, Airbnb, Facebook, Instacart. Also: we just launc
#84 May 7, 2017 Data Science Roundup #84: How to Build your Data Team, 2 ML Products & an Intro to Spatial Algos – This week includes lots of advice on building your data team, a topic that I've become obsessed with.
#83 April 30, 2017 Data Science Roundup #83: OCR @ Dropbox, The Nature of Knowledge, Data Validation & more! – We just got back from DataEngConf in San Francisco last week. Congrats to our friends at Hakka Labs f
#82 April 23, 2017 Data Science Roundup #82: "Statsplaining", NBA Fouls, and Effective Data Engineering Teams! – Our friends at Casper are looking for two data analysts! The Casper data team does great work; I coul
#81 April 16, 2017 Data Science Roundup #81: Curating the Linkedin Feed, Trends in Machine Learning, and some Data Eng 😌 😌 – Some weeks are quiet, some weeks are awesome.If you're actively working in an analytics role, please
#80 April 9, 2017 Data Science Roundup #80: Momentum, the Sentiment Neuron, and ML for Product Managers! – Interesting new research this week from OpenAI, Google, and UC Davis. Plus plenty of other good stuff
#79 April 2, 2017 Data Science Roundup #79: Complete Guide to Startup Analytics, Why People are Leaving Data Viz, & more! – Thanks for reading! It's an honor to be in your inbox, as always.- TristanReferred by a friend? Sign
#78 March 26, 2017 Data Science Roundup #78: Big Week! Analyzing /r/The_Donald, Writing Good Code, & much more! – So much good stuff out this week! Don't miss the 538 article, it's one of my favorite pieces of data
#77 March 19, 2017 Data Science Roundup #77: Artificial Agents Create Their Own Language, Annotated Audio Data, & more! – Happy Sunday! Thanks, as always, for reading. If you enjoy reading the Data Science Roundup, I'd appr
#76 March 12, 2017 Data Science Roundup #76: Google buys Kaggle, AutoML, and 3 Great Posts on Hiring! – Are you looking for a job (or hiring for one)? Make sure not to miss the three great posts below on h
#75 March 5, 2017 Data Science Roundup #75: Diagnosing Cancer with Deep Learning, Open Source ETL with Singer, and more! – Has anyone deployed Facebook Prophet yet? We're going to start using it and would love to hear any fe
#74 February 26, 2017 Data Science Roundup #74: Forecasting at Scale @ Facebook, the SHA1 Attack, and more! – Last week was the single best week ever for the Roundup: 5k opens and 1,600 clicks. I'm going to stic
#73 February 19, 2017 Data Science Roundup #73: TensorFlow, Real-Time Alerting, and a Firehose of New Posts – This was a big week! So much good stuff I couldn't narrow it down to 6. Enjoy :) - TristanPS: Referre
#72 February 12, 2017 Data Science Roundup #72: Data Viz, Intro to LDA, and Pizzagate! – 140+ blogs and publications and 500+ posts distilled down to the best six. Do you ❤️️ the Data Scienc
#71 February 5, 2017 Data Science Roundup #71: The Best Job in America, Rules for Strong AI, and some Really Boring Stuff – 140+ blogs and publications and 500+ posts distilled down to the best six. Do you like reading the Da
#70 January 29, 2017 Data Science Roundup #70: The Rise of the Data Engineer, GPUs, and Some Amazing Data Viz – Every week I scan the top news from 140+ blogs and publications and distill 500+ posts down to the be
#69 January 22, 2017 Data Science Roundup #69: Machine Learning @ Google, Focus on Recommenders & more! – Do you ❤️️ the Data Science Roundup? Please share with your network! on Twitter | on Facebook | forwa
#68 January 15, 2017 Data Science Roundup #68: Advice from Your Peers! Plus, AI Takes over Poker. – Share via Twitter | Share on Facebook | forward this emailReferred by a friend? Sign up.
#67 January 8, 2017 Data Science Roundup #67: Focus on Deep Learning! Plus: The 10 Best Data Viz Projects of 2016 – Focus on deep learning: an update on AlphaGo, a fun side project, and a review of deep learning in 20
#66 January 1, 2017 Data Science Roundup #66: The 6 Top Data Science Articles from 2016 – Happy New Year! This issue is a Roundup of Roundups; I went back through the 2016 archives and dug up
#65 December 18, 2016 Data Science Roundup #65: Slack's Data Infrastructure, the (Human) History of AI, & more! – Data infrastructure @ Slack and Blue Apron. Andrew Ng gives a master class on building deep learning
#64 December 11, 2016 Data Science Roundup #64: 2016 Deep Learning Advances, Major OpenAI Release & more! – Interesting week! Major advancements in deep learning in 2016; OpenAI makes a major new release; catc
#63 December 4, 2016 Data Science Roundup #63: 5 Brand New AWS Data Products, plus Intel's AI Efforts & more! – This week features a deep dive into recent announcements made by Amazon: don't miss these new product
#62 November 27, 2016 Data Science Roundup #62: Reproducible Research @ Stripe, plus easy mapping viz, image recognition & more! – The coming age of image recognition. How to avoid getting overwhelmed as you learn. Reproducible rese
#61 November 20, 2016 Data Science Roundup #61: Automating your Workflows! Plus: Uber's new mapping library (+ more!) – Why is machine learning hard? Designing physical spaces with ML. Automating your data science workflo
#60 November 13, 2016 The State of ML, Facebook's Algorithmic Editor, an Introduction to Ensembles, and more! – What data geeks got wrong, and right, in the 2016 US elections. A focus on ensemble learners: what th
#59 November 6, 2016 NumPy, Pandas Walkthroughs, Plus a Googler's Practical Guide to Analytics 📊 📈 – This week's issue focuses on Python, with detailed walkthroughs of Pandas and NumPy. Also included: t
#58 October 30, 2016 Teach yourself Machine Learning! Plus: breakthroughs in speech recognition and molecular simulation – Teach yourself machine learning! Plus: superforecasting @ Twitch and breakthroughs in speech recognit
#57 October 23, 2016 Data Science Roundup #57: The SQL Issue! – There was a ton of great writing on the SQL analytics ecosystem this week! If SQL isn't a huge part o
#56 October 16, 2016 Data Science Roundup #56: Doing Away with Significance, Machine Learning for the Masses, and more! – Saying goodbye to p-values; machine learning will be commoditized (what will that look like?); a sing
#55 October 9, 2016 Data Science Roundup #55: Stealing ML Models, AI in Health Care, and Talking to the Dead(?) – Probability is not subjective; now is the time for AI in medicine; reverse-engineering black box ML m
#54 October 2, 2016 Data Science Roundup #54: DIY Hedge Fund! Plus, estimating delivery times, learning loops, and more! – Two awesome walkthroughs, a data science leader's thoughts on productionizing data science within his
#53 September 25, 2016 Data Science Roundup #53: Analytics Tech, How to Interpret a Poll, and All the Algorithms! – The ideal analytics tech stack, building election models and the inherent subjectivity of polls, the
#52 September 18, 2016 Data Science Roundup #52: Spotlight on Neural Networks! Plus, 21 Interview Answers You Need to Know. – 🍻 One year of the Data Science Roundup! 🍾
#51 September 11, 2016 Data Science Roundup #51: Not Enough Data Engineers, DeepDress, and A/B Testing at Lyft – This week I'm incredibly proud to share a just-released report I helped author called The State of Da
#50 September 4, 2016 Data Science Roundup #50: A Superintelligent Hedge Fund, 100 Billion Lessons Learned, and the Rise of the Digital Fingerprint
#49 August 28, 2016 Data Science Roundup #49: Text Summarization, Open Data, and Fantasy Maps! – Quick note: I'll be attending Strata NYC from September 26-29 and would love to meet any readers who
#48 August 21, 2016 Data Science Roundup #48: Databases, Scalability, and Shipping Routes – This week is a deep dive into databases, programming, and scalability. Plus, a useful color palette t
#47 August 14, 2016 Data Science Roundup #47 - Text analysis, tabular design, and a massive Airflow Tutorial! – Hi! Welcome to the redesigned Data Science Roundup! I would love to hear your feedback on the new for
