Issue #165

July 25, 2022

This weeks Data Science Book is " Analytical Skills for AI & Data Science " by D. Vaughan. This is an unusual book that takes a holistic approach to AI and Data Science from a Business perspective. Aimed at managers with limited Data Science experience, this book uses increasingly complex practical examples to introduce a wide range of concepts and analytical techniques. Even if you have no direct interest in AI and Data Science, this book will give you enough background knowledge to be able to successfully manage Data Scientists, break down complex problems into individual components and help guide your team towards the right solution to your business problems.

Analytical Skills for AI & Data Science

1. DALL·E Now Available In Beta [openai.com]
2. Pretty Maps in Python [tech.marksblogg.com]
3. New method identifies the root causes of statistical outliers [amazon.science]
4. Practical Deep Learning for Coders 2022 [fast.ai]
5. Why Writing Your Own Search Engine is Hard [queue.acm.org]
6. How to test ML models in the real world [towardsdatascience.com]
7. Overview & Applications of Large Language Models (LLMs) [leighmariebraswell.substack.com]
8. Jevon’s Paradox [prashanth08.medium.com]

• Dual use of artificial-intelligence-powered drug discovery (F. Urbina, F. Lentzos, C. Invernizzi, S. Ekins)
• Tropical approximation to finish time of activity networks (A. Vazquez)
• Measuring sustainable tourism with online platform data (F. J. Hoffmann, F. Braesemann, T. Teubner)
• Why do tree-based models still outperform deep learning on tabular data? (L. Grinsztajn, E. Oyallon, G. Varoquaux)
• The community structure of collaboration networks in computer science and its impact on scientific production and consumption (A. M. Jaramillo, H. T. P. Williams, N. Perra, R. Menezes)
• Network bypasses sustain complexity (E. Estrada, L. Lacasa)
• Formal Algorithms for Transformers (M. Phuong, M. Hutter)
• The maximum capability of a topological feature in link prediction (Y. Ran, X.-K. Xu, T. Jia)

All the videos of the week are now available in ourYoutube playlist.

July 25, 2022

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