Data Science

Free Python Data Science coding Book series

Posted onAuthorCharles Durfee

Author: ajit jaokar

In this post, I explain

  1. How you can participate further in the free book series which we are launching based on the early experiences and
  2. Useful resources we recommend based on our experience for learning coding for Data Science (using Python – tensorflow and keras)

 

To provide some context, I posted about the idea of learning coding for machine learning / deep learning in a weekend We have had considerable success with this – and now we are planning the next stage.

 

To participate in this book series and to get the free books – please join this group

 

AI deeplearning machinelearning coding in a week

 

The first book  in this series is 

Coding in a weekend – Classification and Regression launched in Apr 2019

 

Each book will have 

  1. An outline and context of the problem  
  2. Code based on a single program 
  3. Step by step explanation based on our experience in teaching this code i.e. the deliberate practise step which I explained in learning coding for machine learning / deep learning in a weekend
  4. Community i.e. the group where you can ask questions

forthcoming books in this series are (note the group will remain the same i.e. AI deeplearning machinelearning coding in a week)

 

  1. a) Deep learning
  2. b) Introduction to Machine Learning coding for the Cloud – Azure
  3. d) Introduction to Machine Learning coding for the Cloud – Google Cloud Platform

 

Created and managed by Ajit Jaokar, Dan Howarth, Ayse Mutlu – London UK. we welcome other community moderators. The books are free but exclusive to Data Science Central 

Finally, from our trials, here are five great free resources we recommend

1) Python Data Science Handbook by Jake VanderPlas

2) Dive into Python 3

3) Python crash course by Eric Matthes 

4) Python crash course by Eric Matthes cheat sheets

5) Machine Learning with Python Cookbook: Practical Solutions from Preprocessing to Deep Learning by Chris Albon

I highly recommend Chris Albon book – however the book itself is not free. But the site above provides code in lots of granular detail for the book and we found the code very useful (and we bought the book)

Don’t forget to join the group for the free books

AI deeplearning machinelearning coding in a week

 

Image source https://outreach.wikimedia.org/wiki/Bookshelf/Wikipedia

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