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Data Science

Book Review: Python Data Science Handbook

February 4, 2019 by cmdlinetips

Book Review: Python Data Science Handbook

Finally, a Book Review. It is long over due. During the last few years, used a lot of interesting books on Data Science and Machine Learning for learning and teaching. Hoping to add reviews of the useful Data Science books that I have used, periodically. Here is the first book review on Python Data Science […]

Filed Under: Book Review, Data Science Books, Python Data Science Handbook Tagged With: Book Review, Python Data Science, Python Data Science Handbook, Python Data Science Handbook Review

6 Free Books to Learn Python for Data Science

January 11, 2019 by cmdlinetips

Automate the Boring Stuff with Python

Python is one of the top/growing programming languages for doing data science. If you are interested in learning Data Science with Python, there are a number of fantastic books and resources available online for free from top data scientists. Here is a list of best books for learning Python for data science. Current list contains […]

Filed Under: Data Science, Data Science Books, Python Data Science Books Tagged With: Books to Learn Python for Data Science, Data Science Books, Free Python Data Science Books, Python Data Science Books

How To Convert a Column to Row Name/Index in Pandas?

September 2, 2018 by cmdlinetips

Pandas has a method set_index to covert a column in Pandas dataframe into rowname or row index. Let us see an example of converting a column name into rowname in Pandas. Let us load pandas as “pd”. Let us use real-world gapminder data from vega_datasets. Convert a Column to Row Name Let us convert the […]

Filed Under: Data Science, Pandas DataFrame, Python Tagged With: column to rowname, Pandas, Python Tips

Short videos to Learn Basics of Probability and Statistics

August 21, 2018 by cmdlinetips

Basic concepts in Probability and statistics are at the heart of Data Science. And there is no better person than Prof.Joe Blitzstein to learn Probability and statistics. Joe has come up with amazing short videos explaining the basic concepts for his new course. If you are data science beginner or a veteran, Joe’s short videos […]

Filed Under: Data Science Tagged With: Statistics

vega_datasets: A Python Package for Datasets

April 13, 2018 by cmdlinetips

When you are trying to learn the basics of data science or trying out a new Machine Learning algorithm, an important thing you need is a suitable real world dataset. Often, getting the data set in the right format may be tricky and one may need to spend too much time to search, download and […]

Filed Under: Data Science, Datasets for Data Science, Pandas DataFrame, Python dataset package, Python Tips, vega datasets in Python, vega_datasets package Tagged With: Datasets for Data Science, Python dataset package, Python Tips, vega datasets in Python, vega_datasets package

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