PRACTICAL DATA SCIENCE WITH PYTHON 3
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- Author: ERVIN VARGA
- ISBN: 9781484248584
- Availability: In Stock
Buy PRACTICAL DATA SCIENCE WITH PYTHON 3 | Technical Books
Gain insight into essential data science skills in a holistic
manner using data engineering and associated scalable computational
methods. This book covers the most popular Python 3 frameworks for both
local and distributed (in premise and cloud based) processing. Along the
way, you will be introduced to many popular open-source frameworks, like,
SciPy, scikitlearn, Numba, Apache Spark, etc. The book is structured
around examples, so you will grasp core concepts via case studies and
Python 3 code.
As data science projects gets continuously larger
and more complex, software engineering knowledge and experience is crucial
to produce evolvable solutions. You'll see how to create maintainable
software for data science and how to document data engineering practices.
This book is a good starting point for people who
want to gain practical skills to perform data science. All the code will
be available in the form of IPython notebooks and Python 3 programs, which
allow you to reproduce all analyses from the book and customize them
for your own purpose. You'll also benefit from advanced topics like
Machine Learning, Recommender Systems, and Security in Data Science.