CS109 Data Science
By Harvard University

⌛️ 12 weeks
✅ Video lectures
✅ Slides
✅ Lab exercises

🔗 https://cs109.github.io/2015/pages/videos.html

Note: i have issues with first video link but others are fine.

#datascience #python #harvard
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

I got few requests for Python Interview Questions in @programmings_guide channel
Here are some recommendations:

* 26 Essential Python Interview Questions from Adeva
* 20 Python interview questions and answers
* 11 Essential Python Interview Questions from Toptal
* A listing of questions that could potentially be asked for a python job listing
* Interview Questions for both beginners and experts

#python
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

4 FREE General Introductions to Programming courses
by MIT (Massachusetts Institute of Technology)

1. Introduction to Computer Science and Programming in Python
The most common starting point for MIT students with little or no programming experience. This half-semester course introduces computational concepts and basic programming.

🔗 Course link
🎬 Lecture videos

2. Introduction to Computational Thinking and Data Science
iT'S the continuation of Introduction to Computer Science and Programming in Python and is intended for students with little or no programming experience.

🔗 Course link
🎬 Lecture videos

3. Introduction to Computer Science and Programming
It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless of their major, to feel justifiably confident of their ability to write small programs that allow them to accomplish useful goals. The class will use the Python programming language.

🔗 Course link
🎬 Lecture videos are separated by Units, you will easily find links in each unit

4. Programming for the Puzzled
This class builds a bridge between the recreational world of algorithmic puzzles (puzzles that can be solved by algorithms) and the pragmatic world of computer programming, teaching students to program while solving puzzles. Python syntax and semantics required to understand the code are explained as needed for each puzzle.

🔗 Course link
🎬 Lecture videos are separated by Units, you will easily find links in each unit

PDFs and code samples are also provided for each course. All materials are completely free.

#python #dsa #computerscience #mit
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Deep Learning and Neural Networks with Python and Pytorch

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

#python #pytorch #deeplearning #machinelearning
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

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
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

Introduction to Python 3 (basics) - Learning to Program with Python 3
🎬 13 lessons
⏰ 2 hours of video + code examples and readings
🔗 Link to course

Intermediate Python Programming introduction
🎬 28 lessons
⏰ 4.5 hours of video + code examples and readings
🔗 Link to course

Sockets Tutorial with Python 3 part 1 - sending and receiving data
🎬 5 lessons
⏰ 100 minutes of video + code examples and readings
🔗 Link to course

#python
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𝗘𝗡𝗝𝗢𝗬 𝗟𝗘𝗔𝗥𝗡𝗜𝗡𝗚👍👍

https://youtu.be/yzn3WxmsTEs?si=3xe5m0cyE1_Ij0Ve
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