Programming, data science, ML - free courses by Big Data Specialist

2021-08-13 11:22:52 You asked me to resend some free Python courses shared here in the past.
So here you go:

1. Introduction to Computer Science and Programming in Python: From MIT, for free!
No registration or download required
https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/

Video lessons
Slides and code

2. CS50’s Web Programming with Python and JavaScript by Harvard University:

HTML, CSS
Git
Python
Django
SQL, Models, and Migrations
JavaScript
User Interfaces
Testing, CI/CD
Scalability and Security

Start learning immediately, no registration or download required.


3. Python course by Google

https://developers.google.com/edu/python

No registration or download needed.

4. Python for Beginners
Programming with Python
By Microsoft

Authors: Susan Ibach, GeekTrainer
44 episodes
180 mins

Link to course

5. NOC:Programming, Data Structures and Algorithms using Python
6 weeks
45 lectures

Link to course


6. Scientific Computing with Python

Author: Dr. Charles Severance (also known as Dr. Chuck).
56 lessons
5 scientific projects
Free certification

Link to course


Additional materials:

Python Tutorial -> Condensed Cheatsheet
https://learnxinyminutes.com/docs/python3/

Free Python Books

A list of Python books in English that are free to read online or download.

2.6k

https://github.com/pamoroso/free-python-books

Learn Python the Hard Way

Author: Zed Shaw
Language: English
Level: Beginner

Online version (by the original author - no worries, this isn't a pirate link!) of the "Learn Python the Hard Way." book. It emphasizes repetition and concept understanding.

https://learnpythonthehardway.org/python3/


#python #pythonbooks #pythoncourses

Join @bigdataspecialist for more Open / Comment

2021-08-11 17:31:05 How Amazon Optimise Delivery Routes using Genetic Algorithm?

Amazon delivers 2.5 Billion packages per year. Without proper planning and optimisation it will be nightmare to manage such a gigantic task. Learn how 'Genetic Algorithm' can be used to optimise routes.

Book this live session now for free.

Rating : 4.8 (570 ratings)

Shareable Certificate
Earn a Certificate upon completion
100% Online Live Class
Mentor driven live classes
Instant Doubt Resolution
Get your doubt clarified instantly
Practice Material
Get Notebook to revise, practice, test yourself and interact with mentor

This free session is for Indian citizens only*

Free session link Open / Comment

2021-08-11 00:48:23 Programming Languages:
Application and Interpretation
Shriram Krishnamurthi
Brown University

https://pl.barzilay.org/plai.pdf Open / Comment

2021-08-10 23:14:34 Many failed before!

Think you can defeat all the enemies and climb to the TOP of the SKY TOWER?

Download to CHALLENGE FREE! Open / Comment

2021-08-09 16:26:30 Neural Networks and Deep Learning, a free online book.

The book will teach you about:

* Neural networks, a beautiful biologically-inspired programming paradigm which enables a computer to learn from observational data
* Deep learning, a powerful set of techniques for learning in neural networks

http://neuralnetworksanddeeplearning.com/index.html Open / Comment

2021-08-07 17:48:45 Deep Learning and Neural Networks with Python and Pytorch

https://pythonprogramming.net/introduction-deep-learning-neural-network-pytorch/

#python #pytorch #deeplearning #machinelearning

Join @bigdataspecialist for more Open / Comment

2021-08-05 14:47:44 Matplotlib for beginners and intermediate users + tricks and tips Open / Comment