Issue #171
September 5, 2022
This weeks Data Science Book is "Fundamentals of Data Engineering" by J. Reis and M. Housley. While our focus is on Data Science, we can't downplay the major role played by Data Engineering in practical Data projects. In this recent tome, the authors guide us through the thought processes, concepts and principles necessary to establish a successful Data Engineering operation to help support all of your data driven projects. They recommend a cloud first approach that allows for quick experimentation, adaptation and scaling.
- 1. A Short Chronology Of Deep Learning For Tabular Data [sebastianraschka.com]
- 2. Interview: Vitalik Buterin, creator of Ethereum [noahpinion.substack.com]
- 3. Our Collective Synesthesia, In Graphs [aella.substack.com]
- 4. Git's database internals III: file history queries [github.blog]
- 5. Are GPUs Worth it for ML? [exafunction.com]
- 6. Math is a Language. This is how you should learn it. [medium.datadriveninvestor.com]
- 7. Anomaly Detection in Multivariate Time Series with Network Graphs [towardsdatascience.com]
- 8. A Comprehensive Guide to Time Series Analysis and Forecasting [sukanyabag.medium.com]
- • Gender-diverse teams produce more novel and higher-impact scientific ideas (Y. Yang, T. Y. Tian, T. K. Woodruff, B. F. Jones, B. Uzzi)
- • Safety of mRNA vaccines administered during the initial 6 months of the US COVID-19 vaccination programme: an observational study of reports to the Vaccine Adverse Event Reporting System and v-safe (H. G. Rosenblum, J. Gee, R. Liu, P. L. Marquez, B. Zhang, P. Strid, W. E. Abara, M. M. McNeil, T. R. Myers, A. M. Hause, J. R. Su, L. E. Markowitz, T. M. Shimabukuro, D. K. Shay)
- • Leveraging change point detection to discover natural experiments in data (Y. He, K. A. Burghardt, K. Lerman)
- • Ordered community detection in directed networks (T. P. Peixoto)
- • Similarity-based Link Prediction from Modular Compression of Network Flows (C. Blöcker, J. Smiljanić, I. Scholtes, M. Rosvall)
- • The distance backbone of directed networks (F. X. Costa, R. B. Correia, L. M. Rocha)
All the videos of the week are now available in ourYoutube playlist.
All our videos are also available in our YouTube playlist.
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