Issue #134
July 4, 2021
This weeks Data Science Book is " Google BigQuery: The Definitive Guide " by V. Lakshmanan and J. Tigani. Google BigQuery is google's SQL based data warehousing and analysis solution that you can easily use in your own projects. Written by one of the early designers of BQ, this books provides a clear and in depth view of how to make the most out of this powerful system that is able to process terabytes of data in just a few seconds. The authors introduce each concept in a intuitive and didactic way, using simple examples that leverage public datasets you can easily run on your own. Overall an excellent first introduction and regular reference to one of the best data analysis systems available today.
- 1. How to Train your Decision-Making AIs [thegradient.pub]
- 2. What Does It Mean for AI to Understand? [quantamagazine.org]
- 3. To Understand Language is to Understand Generalization [evjang.com]
- 4. A Beginner’s Guide to End to End Machine Learning [towardsdatascience.com]
- 5. Learning Rates for Deep Learning Models [towardsdatascience.com]
- 6. Two Sigma: Deep Learning for Sequences in Quant Finance [medium.com/@tzjy]
- 7. OpenAI Glow and the Art of Learning from Small Datasets [pub.towardsai.net]
- • Emergence of urban growth patterns from human mobility behavior (F. Xu, Y. Li, D. Jin, J. Lu, C. Song)
- • Preventing extreme polarization of political attitudes (R. Axelrod, J. J. Daymude, S. Forrest)
- • The Many Faces of Information Geometry (F. Nielsen)
- • GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training (C. Zhu, R. Ni, Z. Xu, K. Kong, W. R. Huang, T. Goldstein)
- • Organizing Visions in the Digital World: The Case of the Blockchain Discourse on Twitter (M. Amadoru, E. Fielt, M. Kowalkiewicz)
- • Some recent advances in urban system science: models and data (E. Arcaute, J. J. Ramasco)
- • Herd Immunity and Epidemic Size in Networks with Vaccination Homophily (T. Hiraoka, A. K. Rizi, M. Kivelä, J. Saramäki)
- • Learning Graph Search Heuristics (M. Pándy, R. Ying, G. Corso, P. Velickovi, J. Leskovec, P. Liò)
Pygame in 90 Minutes - For Beginners
All our videos are also available in our YouTube playlist.
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