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Discover powerful insights with Python, Machine Learning, Coding, and Rβ€”your essential toolkit for data-driven solutions, smart alg

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πŸ‘¨πŸ»β€πŸ’» One of the most popular GitHub repositories for "learning and using algorithms in Python" is The Algorithms - Python repo with 196K stars.

✏️ It has a lot of organized and categorized code that you can use to find, read, and run different algorithms. Everything you can think of is here; from simple algorithms like sorting to advanced algorithms for machine learning, artificial intelligence, neural networks, and more.

βœ… Why should we use it?

πŸ”’ For learning: If you're looking to learn algorithms in action, this is great.

πŸ”’ For practice: You can take the codes, run them, and modify them to better understand.

πŸ”’ For projects : You can even use the codes here in real-life or academic projects.

πŸ”’ For interviews: If you're preparing for data science interviews, this is full of practical algorithms.


β”Œ πŸ³οΈβ€πŸŒˆ The Algorithms - Python
β””
🐱 GitHub-Repos

πŸ“‚ Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses #Pandas #DV #MIT

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15 ways to optimize neural network training

πŸ“‚ Tags: #DataScience #Python #ML #AI #LLM #BIGDATA #Courses #Pandas #DV #MIT

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GANs clearly explained with visuals

This website provides a clear explanation
, Try it out yourself: poloclub.github.io/ganlab/

πŸ“‚ Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN

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πŸͺ™ Everything you need to get started in machine learning.

Start with Python, explore scikit-learn, and neural networks using PyTorch. Perfect for beginnersβ€”get the skills you need to advance your career in just a few hours.

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πŸ“‚ Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN

http://t.me/codeprogrammer ⭐️
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Arcade Academy - Learn Python πŸ–₯

πŸ“– Book

πŸ“‚ Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN

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pandas Project: Make a Gradebook With Python & pandas

Link: https://realpython.com/pandas-project-gradebook/

πŸ“‚ Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN

http://t.me/codeprogrammer ⭐️
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Machine Learning Algorithm basics!
Support Vector Machines (SVM) vs k-Nearest Neighbors (k-NN)

#MachineLearning #algorithms #ML #DataScience #ArtificialIntelligence #AI

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πŸ–₯ Large Language Model Course

The popular free LLM course has just been updated.

This is a step-by-step guide with useful resources and notebooks for both beginners and those who already have an ml-base.

The course is divided into 3 parts:
1️⃣ LLM Fundamentals : The block provides fundamental knowledge of mathematics, Python and neural networks.
2️⃣ LLM Scientist : This block focuses on the internal structure of LLMs and their creation using the latest technologies and frameworks.
3️⃣ The LLM Engineer : Here you will learn how to write applications in a hands-on way and how to deploy them.

⭐️ 41.4k stars on Github

πŸ“Œ https://github.com/mlabonne/llm-course

#llm #course #opensource #ml

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