Issue #175
October 3, 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 Hands-on Tutorial for Bayesian Neural Networks [colab.research.google.com]
- 2. Automate PowerPoint Slides Creation with Python [towardsdatascience.com]
- 3. Apple Watch Running Review [applewatchrunner.substack.com]
- 4. An Algorithm for Polygon Intersections [gorillasun.de]
- 5. Elliptic Curves for Security [rfc-editor.org]
- 6. An introduction to binary decision diagrams [cs.utexas.edu]
- 7. 9 SQL Core Concepts That Helped Me Get My First Data Analyst Job [towardsdatascience.com]
- 8. A near-disaster at a federal nuclear weapons laboratory takes a hidden toll on America's arsenal [science.org]
- • Heavy-tailed sexual contact networks and monkeypox epidemiology in the global outbreak, 2022 (A. Endo, H. Murayama, S. Abbott, R. Ratnayake, C. A. B. Pearson, W. J. Edmunds, E. Fearon, S. Funk)
- • Gendered citation patterns among the scientific elite (K. Lerman, Y. Yu, F. Morstatter, J. Pujara)
- • Most users do not follow political elites on Twitter; those who do show overwhelming preferences for ideological congruity (M. Wojcieszak, A. Casas, X. Yu, J. Nagler, J. A. Tucker)
- • Link prediction in multiplex networks: An evidence theory method (H. Luo, L. Li, H. Dong, X. Chen)
- • Impact of basic network motifs on the collective response to perturbations (X. Bao, Q. Hu, P. Ji, W. Lin, J. Kurths, J. Nagler)
- • Link prediction approach combined graph neural network with capsule network (X. Liu, X.Li, G. Fiumara, P. De Meo)
- • Visualizing novel connections and genetic similarities across diseases using a network-medicine based approach (B. Ferolito, Italo F. do Valle, H. Gerlovin, L. Costa, J. P. Casas, J. M. Gaziano, D. R. Gagnon, E. Begoli, A.-L. Barabási, K. Cho)
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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