R Notebooks. SQLite tutorial. Future of Deep Learning. Tuning machine learning algorithms. Python data viz options.
Machine learning myths. Stock market analysis tutorial, part 2. Language translation. Data science and engineering collaboration.
Data detective story. Stock market analysis tutorial. Reinforcement learning in a nutshell. Winning elections w/ analytics. Data viz w/ markdown.
Big Data gaps. Cookiecutter Data Science. Teaching analytics through football. Machine Learning in a year. Neural Network Zoo.
Salary Report. Data Engineering talent shortage. Causality primer. Language translation. Academic Torrents.
Python superpowers. Weapons of Math Destruction. Data science podcasts. Fast and light data compression. Classifiers with real-world data.
Garbage data gold mine. Data munging w/ Python. AI @ Apple. Database deep dive. Data viz color scheme generator.
Strategies for integrating R and Python. NoSQL Databases. Trouble in Rio. Quantified-self meets machine learning. TFLearn tutorial.
AI’s language problem. Women sports data. Trump tweet analysis. Machine learning for trading. Google Brain Team. Near-real-time processing strategies.
Data viz: 6 month review. Deploying analytic models in production. Habits of mathematical people. Pandas exercises. AI w/ Yann LeCun.