Sitemap - 2017 - The Analytics Engineering Roundup
The Top 10 Data Science Links of 2017. [DSR #117]
What's Next in Analytics Tech. ML @ Spotify. Developing Talent. [DSR #116]
Your 2018 Conference List. SageMaker. Docker. Dashboard Design @ Instagram. [DSR #114]
Communication in Data Science. NumPy. Accountability in AI. Happy Thanksgiving! [DSR #113]
Software 2.0. Five Essential ML Algorithms. Data Science @ Booking.com. TensorFlow Lite. [DSR #112]
10 Statistical Techniques You Need to Know. Full Stack Data Science. Migration. [DSR #111]
The State of Data Science Survey. Stream Processing. New Research from OpenAI. [DSR #110]
A/B Testing @ Stack Overflow. Interviewing Data Scientists. Testing ML. [DSR #109]
Getting hired. Data warehouse benchmarks & upgrades. dbt. Learning math. [DSR #108]
Data in Tech: Insights from Spotify, Airbnb, Instacart, Zulily, Soundcloud, and Lyft [DSR #107]
12 Ways to F*** up your A/B Test. Open Data. Visualizing Time and Space. [DSR #105]
Apache Arrow: the Future of Data Science? Data Science in Academia. Web Scraping. [DSR #105]
Kafka @ the NYT. Data Quality and Outlier Detection. Security in the era of Equifax. [DSR #104]
Are you a Real Data Scientist? The next ten Starbucks in NYC. Communicating Uncertainty. [DSR #103]
Broken Neural Networks, Real-Time SQL, & the State of the Data Science Industry [DSR #102]
Becoming an ML Engineer, Screwing up SQL, & a Great Intro to SVM [DSR #100]
New Deep Learning Architectures, GPU Databases, Histograms, & more! 👀 [DSR #99]
How to Become a Data Scientist. Plus, DOTA, Subways, Python as Poetry & more! [DSR #98]
The AI Hierarchy of Needs, Modern Programming, and Bat Detectors [DSR #97]
SparkR, Query Optimization, xkcd, and ML in Financial Markets [DSR #96]
An ML Pipeline from Airbnb, Scalable Data Eng from Thumbtack, & Smart SQL [DSR #95]
3 Ways to Screw Yourself With ML, Data PMs, & More! [Data Science Roundup #94]
Data Science Roundup #93: Women in Data, Viz @ Instacart, Modular SQL @ Stitch Fix, and more!
Data Science Roundup #92: Taking a Break!
Data Science Roundup #91: Paradoxes, empathy, and lower entry-level salaries(!?)
Data Science Roundup #90: Research from DeepMind, Conversion Rates, and Anomaly Detection!
Data Science Roundup #89: Relational Networks, Narrative Fallacy, Wine Pairings & more!
Data Science Roundup #88: Airbnb's Data University, Sample Bias, AlphaGo & SparkR
Data Science Roundup #87: Improving your Productivity, AutoML, and the Growth of Python
Data Science Roundup #86: AI in Medicine, Opportunity Sizing @ Etsy & Deep Learning Advice.
Data Science Roundup #85: Experimentation @ Airbnb, Timelines @ Twitter, Data from Instacart
Data Science Roundup #84: How to Build your Data Team, 2 ML Products & an Intro to Spatial Algos
Data Science Roundup #83: OCR @ Dropbox, The Nature of Knowledge, Data Validation & more!
Data Science Roundup #82: "Statsplaining", NBA Fouls, and Effective Data Engineering Teams!
Data Science Roundup #80: Momentum, the Sentiment Neuron, and ML for Product Managers!
Data Science Roundup #78: Big Week! Analyzing /r/The_Donald, Writing Good Code, & much more!
Data Science Roundup #77: Artificial Agents Create Their Own Language, Annotated Audio Data, & more!
Data Science Roundup #76: Google buys Kaggle, AutoML, and 3 Great Posts on Hiring!
Data Science Roundup #74: Forecasting at Scale @ Facebook, the SHA1 Attack, and more!
Data Science Roundup #73: TensorFlow, Real-Time Alerting, and a Firehose of New Posts
Data Science Roundup #72: Data Viz, Intro to LDA, and Pizzagate!
Data Science Roundup #71: The Best Job in America, Rules for Strong AI, and some Really Boring Stuff
Data Science Roundup #70: The Rise of the Data Engineer, GPUs, and Some Amazing Data Viz
Data Science Roundup #69: Machine Learning @ Google, Focus on Recommenders & more!
Data Science Roundup #68: Advice from Your Peers! Plus, AI Takes over Poker.
Data Science Roundup #67: Focus on Deep Learning! Plus: The 10 Best Data Viz Projects of 2016
Data Science Roundup #66: The 6 Top Data Science Articles from 2016