One of the most comprehensive cheatsheets on Machine Learning and Data Science. It covers all the essential topics.

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Fix Common Git Mistakes
Instructor: Chris Achard

https://egghead.io/courses/fix-common-git-mistakes

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Author: Bob Tabor
🎬 25 episodes
⏰ 10 hours

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284 Code Examples

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Harvard University's introduction to computer science and the art of programming - CS50x 2021


Introduction to the intellectual enterprises of computer science and the art of programming. This course teaches students how to think algorithmically and solve problems efficiently. Topics include abstraction, algorithms, data structures, encapsulation, resource management, security, software engineering, and web programming. Languages include C, Python, and SQL plus HTML, CSS, and JavaScript.


https://cs50.harvard.edu/x/2021/

Week 0 Scratch
Week 1 C
Week 2 Arrays
Week 3 Algorithms
Week 4 Memory
Week 5 Data Structures
Week 6 Python
Week 7 SQL
Week 8 HTML, CSS, JavaScript
Week 9 Flask
Week 10 Ethics

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Gently down the stream
A gentle introduction to Apache Kafka

Written and illustrated by Mitch Seymor

Learn about Kafka in a way i am sure you haven't seen before 😊

https://www.gentlydownthe.stream/

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Python for Beginners
Programming with Python
By Microsoft

Authors: Susan Ibach, GeekTrainer
🎬 44 episodes
⏰ 180 mins

🔗 Link to course

#python
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Amazing Hackthon Solved Data Science/ML Project Collection

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https://github.com/analyticsindiamagazine/MachineHack/tree/master/Hackathon_Solutions

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[Coursera] Machine Learning by Stanford University

Instructor: Andrew Ng
🎬 113 episodes
⏰ 20 hours
⭐️ 4.9 out of 5 - by 160,879 ratings
🆓 completely FREE


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#machinelearning #datascience #stanford #andrewng
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