Download Python Data Science Handbook PDF Book by Jake VanderPlas. Soft Copy of Book Python Data Science Handbook author Jake VanderPlas completely free.
Reviews of : Python Data Science Handbook by Jake VanderPlas PDF Book
Inside this Book – For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.
Inside this book –Python Data Science Handbook PDF Book by Jake VanderPlas – I read this book after having worked as a data scientist for about a year and a half. Most of my work had focused on machine learning, so I had picked up Numpy, Pandas, and Matplotlib along the way. This approach left some glaring holes in my usage of these modules. After having read this book I can see that there has been a couple of things I have been doing wrong — or at least very ineffectively. So reading this book was definitely a good idea. I especially appreciated the chapters on Numpy and Pandas (~180 pages). Particularly the proper usage of indexing (eg. timestamps as indices) and multi-indexing for hierarchal structure. Both chapters also contain advice on how to speed up the code when needed.
Python Data Science Handbook by Jake VanderPlas PDF : eBook Information
- Full Book Name – Python Data Science Handbook
- Author of this Book – Jake VanderPlas
- Language – English
- Book Genre – Programming, Computer Science, Technical, Nonfiction,
- Download Format – PDF
- Size –
- eBook Pages –548
- Price – Free