Python Data Science Essentials – 2nd Edition

Python Data Science Essentials – Second Edition Alberto Boschetti, Luca Massaron
Become an efficient data science practitioner by understanding Python’s key concepts
About this book
Fully expanded and upgraded, the second edition of Python Data Science Essentials takes you through all you need to know to suceed in data science using Python. Get modern insight into the core of Python data, including the latest versions of Jupyter notbooks, NumPy, pandas and scikit-learn. Look beyond the fundamentals with beautiful data visualizations with Seaborn and ggplot, web development with Bottle, and even the new frontiers of deep learning with Theano and TensorFlow.
Dive into building your essential Python 5 data science toolbox, using a single-source approach that will allow to to work with Python 7 as well. Get to grips fast with data munging and preprocessing, and all the techniques you need to load, analyse, and process your data. Finally, get a complete overview of principal machine learning algorithms, graph analysis techniques, and all the visualization and deployment instruments that make it easier to present your results to an audience of both data science experts and business users. Categories:
Computers – Databases
Year:
2016
Edition:
2nd Revised edition
Publisher:
Packt Publishing
Language:
english
Pages:
378
ISBN 10:
1786462133
ISBN 13:
9781786462138
File:
05 MB