Sitemap - 2019 - The Analytics Engineering Roundup
🎉 🥳🥂 Data Science Roundup Top 20 Posts of 2019 [DSR #211]
Metaflow. "Why I'm Leaving Data." NYT Data Viz. SQL. Writing Clean Python. [DSR #209]
Steam-powered ML. Jeff Dean. AI Job Impacts. Model size. Data org maturity. [DSR #208]
A/B Test Interference. Quantum Supremacy. Too Many F#$%ing Dashboards. Data Quality. [DSR #207]
Getting a PhD. Measuring Intelligence. Taking Notes. Event Delivery @ Spotify. [DSR #206]
Data team structure. Cloud Data Management. GDPR. More Polynote(!). AI Talking Trash. [DSR #204]
Gartner BI Hype Cycle. A/B Testing. EXIF. Astrophysicists. Tiny Language Models. [DSR #201]
Issue #200 🥳🎉! Streamlit. Etsy's Engineering Career Ladder. RFCs in Analytics? [DSR #200]
Career Advice. Scaling a Mature Data Pipeline. Deepfake Detection. Presto. Logs. [DSR #199]
State of AI 2019. Parsing 25 TB in AWK & R(?!) Python @ Netflix. TPUs. [DSR #192]
Tableau >> Salesforce, Looker >> Google. What a week! [DSR #189]
10 Must-Read Business Strategy Posts. Data Lineage @ Netflix. ML Infra @ Stripe. [DSR #188]
How Prophet Works. Mobile Data Viz. ZetaSQL. Delta Lake. [DSR #185]
DataCamp. Training NNs. Top 10 DS Coding Mistakes. Constructing KPIs. [DSR #184]
Google Cloud Next. Learning Curves. Plotly Express. XGBoost. Snowpipe. [DSR #182]
Deep Learning Framework Growth. Why Job Postings Suck. Fraud Detection. Warby's A/R. [DSR #181]
TensorFlow Lite. General-Purpose Language Models. Excel(!?). SQL Data Pipelines. [DSR #177]
Model-Based RL @ Google. JupyterLab. Deep Learning Hardware. A Brewery Tour. [DSR #176]
To Self-Serve or Not to Self-Serve? DS in Production. Google Acquires Alooma. [DSR #175]
Data Science is Different Now. DS in Startups. Job Applications. Podcasts. [DSR #174]
The AI 100. Behavioral Science @ Uber. Argparse. Minimally Sufficient Pandas. [DSR #173]
GPU Databases(!!) Analytics Engineering. ML Project Management. NLP. [DSR #172]
Hiring. Getting Hired. The History of Postgres. Deep Learning for Coders. Kubeflow. [DSR #171]
Data Ops. The Importance of "Gut". Curiosity. Model Exploration at Uber. [DSR #170]
Creating a Data Roadmap. ML Engineering. Plotly. Reliable Events. Airflow. [DSR #169]