Issue #132
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. Text Classification with BERT in PyTorch [towardsdatascience.com]
- 2. How to make any immutable data structure distributed [unison-lang.org]
- 3. Web3 is Bullshit [stephendiehl.com]
- 4. Understanding Zero-knowledge proofs through illustrated examples [blog.goodaudience.com]
- 5. The Fibonacci Sequence as a Functor [math3ma.com]
- 6. New computational approach predicts chemical reactions at high temperatures [phys.org]
- 7. Artificial intelligence that understands object relationships [news.mit.edu]
- • Effect of time-dependent infectiousness on epidemic dynamics (N. W. Landry)
- • Anatomy of the first six months of COVID-19 Vaccination Campaign in Italy (N. Gozzi, M. Chinazzi, J. T. Davis, K. Mu, A. Pastore y Piontti, M. Ajelli, N. Perra, A. Vespignani)
- • Degree-preserving graph dynamics -- a versatile process to construct random networks (P. L. Erdős, S. R. Kharel, T. R. Mezei, Z. Toroczkai)
- • The Weighted Bitcoin Lightning Network (J.-H. Lin, E. Marchese, C. J. Tessone, T. Squartini)
- • Ethereum Emissions: A Bottom-up Estimate (K. McDonald)
- • Gaussian Mechanisms Against Statistical Inference: Synthesis Tools (H. Hayati, C. Murguia, N. van de Wouw)
- • From Kepler to Newton: Explainable AI for Science Discovery (Z. Li, J. Ji, Y. Zhang)
How to use python type hinting?
All our videos are also available in our YouTube playlist.
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