Web scraping in economics: Examples and advice nathanschiff.com/wp-content/upl…

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A Whirlwind Tour of Python is a fast-paced introduction to essential features of the Python language, data science and scientific programming. oreilly.com/programming/fr… The longer book is the Python Data Science Handbook: jakevdp.github.io/PythonDataScie…

The innovation paradox: increased research and development (R&D) spending isn’t necessarily boosting US productivity as big tech and industrial giants focus on defending their turf: imf.org/en/Publication…

A classic introduction to reinforcement learning: web.stanford.edu/class/psych209…

Some things you (maybe) didn't know about linear regression: ryxcommar.com/2019/09/06/som…

Doing Markov models from the bottom-up with Python: ericmjl.github.io/essays-on-data…

A complete introduction to probability and computational Bayesian statistics: ericmjl.github.io/essays-on-data…

A very handy data scientist's guide to environmental variables: ericmjl.github.io/essays-on-data…

A handy guide for interviewing data scientists: ericmjl.github.io/essays-on-data…

An unofficial guide to the PyData ecosystem for Python users: ericmjl.github.io/essays-on-data…

Courses: 1. Modern Algorithmic Toolbox 2. A Second Course in Algorithms 3. Beyond Worst-Case Analysis 4. Incentives in Computer Science 5. Algorithmic Game Theory 6. Frontiers in Mechanism Design 7. Communication Complexity (for Algorithm Designers) timroughgarden.org/notes.html

A survey of the literature: Attention heads of large language mpodels: arxiv.org/abs/2409.03752