### Top 5 Best Books For Python,Data Science & Machine Learning

**Here Are the Top 5 best books that every Data Scientist/ML Engineer must read.**

- Starts
with basic python
- Introduces
Data Analysis
- Get in
Detail of every NumPy and Pandas aspect
- Best for Data Science Beginners

- Hands -On Machine Learning With Scikit-Learn and TensorFlow by Aurelien Geron
- Use
Scikit Learn to track an example Machine Learning project end to end
- Explore
Machine Learning Landscape,particularly neural nets
- Apply
practical code examples without acquiring excessive machine learning theory or Algorithm
details
- Demerits-
Mathematics Not explained in good manner

o
This is book is a kind of philosophy

o
Those who want to make a string grip on the subject ML
& AI

o
Very good resource on data collection & utilising the
power of deep end to end learning.

o
How to use practically to apply theory

o
Author is from Microsoft and works in Microsoft Research
Cambridge

o
More focus on Probability and Mathematics & Depth
Implementation

o
It describes how Machine Learning Algorithms work in
depth and detail.

o
Demerits-Goes into much depth may be have feeling that
leads to boring but all the way it is best book.

o
Python implementation is not in this book

o
Bible of Algorithms

o
It is one of the best book for efficient & effective
Algorithm

o
Covers Data Structure & Advance Algorithms

o
The book sold Half a million copies during its first 20
years

So lets start the Reading All the best !!!!!!!!!!!!!!!

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