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Data Science

Three New Interesting Books on Data Science/Machine Learning

November 19, 2019 by cmdlinetips

Three new practical books on Data Science/Machine Learning have got published recently. All three are introductory level books taking Hands-on approaches to teach Machine Learning and Data Science toolbox. All three books are great additions to learn Machine Learning with minimal math. Hands-on Machine Learning with R Hands-on Machine Learning with R by Brad Boehmke […]

Filed Under: Data Science Books Tagged With: Python, R

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

10 quick tips for effective dimensionality reduction

June 23, 2019 by cmdlinetips

Dimensionality reduction techniques like PCA, SVD, tSNE, UMAP are fantastic toolset to perform exploratory data analysis and unsupervised learning with high dimensional data. It has become really easy to use many available dimensionality reduction techniques in both R and Python while doing data science. However, often it can be little bit challenging to interpret low […]

Filed Under: PCA tips, tips for dimensionality reduction Tagged With: Multi-modal dataset, PCA tips, tips for dimensionality reduction

R Graphics Cookbook Second Edition is Available for Free

April 29, 2019 by cmdlinetips

Winston Chang's R Graphics Cookbook 2nd Edition

Winston Chang from RStudio quietly announced last week that the second edition of his popular R Graphics Cookbook: Practical Recipes for Visualizing Data is available now to buy. Not just that, the book is also available online for free at https://r-graphics.org/. Winston Chang’s first edition of R Graphics Cookbook was the first R book I […]

Filed Under: Data Science Books, R, R Graphics Cookbook, R Graphics Cookbook 2nd Edition Tagged With: Data Science Book, R Graphics Cookbook, R Graphics Cookbook 2nd Edition

4 Fantastic Data Science-y Books To Look Forward To

February 16, 2019 by cmdlinetips

Modern Statistics for Modern Biology

If you ask any practicing data scientist for recommendation for a good book to learn data science, you will get too many different useful books. Some may be introductory level, some may be introductory level with a bit of math not just coding, a bit advanced level, and some might be from different domains. It […]

Filed Under: Data Science Books, Data Science Resources, R Books, R Tips Tagged With: Data Science Books, Data Science Resources, Data Visualization

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