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Book Review

An Introduction to Statistical Learning: with Applications in Python Is Here

October 10, 2023 by cmdlinetips

An Introduction to Statistical Learning: with Applications in Python

An Introduction to Statistical Learning in R ISLR, one of the best books to learn statistical learning, has a cousin now, Statistical Learning in Python. An Introduction to Statistical Learning in Python by Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani, and Jonathan Taylor has been out recently. And just like the ISL in R, […]

Filed Under: An Introduction to Statistical Learning: with Applications in Python, Book Review, Python Tips Tagged With: Imputing Missing Data with SVD

Book Review: Learn Coding Basics with Python for Kids

December 12, 2020 by cmdlinetips

Book Review: Learn Coding Basics with Python

Recently I have been on the look out for buying a book or two for learning to code in Python, but for kids age 10 and above. Definitely there are a few options out there, but it was not easy to come up with a book to start with. Here is a bit of background. […]

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Python Machine Learning Third Edition: Book Review

November 27, 2020 by cmdlinetips

Python Machine Learning 3rd Edition

Finally got a chance to get a look at Sebastian Raschka’s Third Edition of Python Machine Learning with the focus on Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow 2. It is a big book and around for a while in ML/DL time scales. I always wanted to check it. Thanks to the […]

Filed Under: Book Review, Python machine learning book Tagged With: Python

Data Science From Scratch 2nd Edition: Book Review

October 28, 2019 by cmdlinetips

The second edition of Data Science from Scratch, First Principles with Python from Joel Grus is here (since the summer of 2019). The first edition of the book came about 4-5 years ago when data science as a field was nascent and majority of Python was in 2.7. There are two aspects to learn data […]

Filed Under: Beta Distribution, Data Science from Scratch, Data Science from Scratch Book Review, Python 3 Type Annotation Tagged With: Book Review, Data Science from Scratch, Data Science from Scratch 2nd Edition, Review Data Science from Scratch

Book Review: Fundamentals of Data Visualization

May 29, 2019 by cmdlinetips

Finally got a chance to write down quick thoughts on Fundamentals of Data Visualization: A Primer on Making Informative and Compelling Figures by Claus Wilke. ICYMI, Fundamentals of Data Visualization is a fantastic book on data visualization that was developed openly, freely available and just recently the physical book is available for purchase. I have […]

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