Issue #133
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. Mathematicians Transcend Geometric Theory of Motion [quantamagazine.org]
- 2. Training Computer Vision Models on Random Noise Instead of Real Images [unite.ai]
- 3. DeepMind’s AI helps untangle the mathematics of knots [nature.com]
- 4. Apple Neural Engine Internal: From ML Algorithm to HW Registers [blackhat.com]
- 5. AI Training Is Outpacing Moore’s Law [spectrum.ieee.org]]
- 6. Introducing stack graphs [github.blog]
- 7. Prettify Your Data Structures With Pretty Print in Python [realpython.com]
- • Link recommendation algorithms and dynamics of polarization in online social networks (F. P. Santos, Y. Lelkes, S. A. Levin)
- • Polarization and tipping points (M. W. Macy, M. Ma, D. R. Tabin, J. Gao, B. K. Szymanski)
- • What human mobility data tell us about COVID-19 spread (Laura Alessandretti)
- • Companies under stress: the impact of shocks on the production network (R. Pálovics, P. Dolenc, J. Leskovec)
- • Mobility signatures: a tool for characterizing cities using intercity mobility flows (M. Kiashemshaki, Z. Huang, J. Saramäki)
- • Theoretical models and statistical modeling of linguistic epicentres (T. Bernaisch, S. Th. Gries, B. Heller)
- • Opinion dynamics: Public and private (S. Roy, S. Biswas)
Introduction to Machine Learning with SQL on Google BigQuery
All our videos are also available in our YouTube playlist.
Enjoy the newsletter?
Forward it to a friend, or subscribe to get it straight to your inbox.
Subscribe Free