Issue #98
April 11, 2021
This weeks Data Science Book is " Learning SQL " by A. Beaulieu. Despite recent developments and data storage advancements, much of the worlds data is still being produced, stored, and manipulated in SQL databases. SQL, the Structured Query Language, provides us with a simple and performant way to run complex queries, generate customized reports, and retrieve subsets of data. Beaulieu quickly and easily guides us from beginners to fluent users of this powerful language with chapters dedicated to introducing each of the fundamental concepts through annotated examples and exercises.
- 1. Why Causal Machine Learning is the Next Revolution in AI [medium.com/@ODSC]
- 2. Using PyTorch + NumPy? You're making a mistake [tanelp.github.io]
- 3. Announcing the Neo4j GraphQL Library Beta Release [medium.com/neo4j]
- 4. Confronting 2016 and 2020 Polling Limitations [pewresearch.org]
- 5. 10 Parallels Between Whiskey Tasting and Artificial Intelligence [cio.com]
- 6. On the future of computer science [xrds.acm.org]
- 7. Writing tools I learned from The Economist [builtbywords.substack.com]
- 8. NoSQL Data Modeling Techniques [highlyscalable.wordpress.com]
- 9. A reading list for new engineering managers [jacobian.org]
- 10. Are Deep Neural Networks Dramatically Overfitted? [lilianweng.github.io]
- 11. Mathematicians Settle Erdős Coloring Conjecture [quantamagazine.org]
- 12. Learning COBOL: A Journey for the Modern Programmer [monadical.com]
- • Measuring voluntary and policy-induced social distancing behavior during the COVID-19 pandemic (Y. Yan, A. A. Malik, J. Bayham, E. P. Fenichel, C. Couzens, S. B. Omer)
- • Time to regulate AI that interprets human emotions (K. Crawford)
- • Causal Interpretations of Black-Box Models (Q. Zhao, T. Hastie)
- • The Matrix Calculus You Need For Deep Learning (T. Parr, J. Howard)
- • A Bayesian Approach to the Simulation Argument (D. Kipping)
- • Ten simple rules to colorize biological data visualization (J. A. Pouwelse)
- • Scaling Scaling Laws with Board Games (A. L. Jones)
Machine Learning With Scikit-Learn
All our videos are also available in our YouTube playlist.
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