π¨π»βπ» One of the most popular GitHub repositories for "learning and using algorithms in Python" is The Algorithms - Python repo with 196K stars.
βοΈ 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.
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Why should we use it?
π’ For learning: If you're looking to learn algorithms in action, this is great.
π’ For practice: You can take the codes, run them, and modify them to better understand.
π’ For projects : You can even use the codes here in real-life or academic projects.
π’ For interviews: If you're preparing for data science interviews, this is full of practical algorithms.
βπ³οΈβπ The Algorithms - Python
βπ± GitHub-Repos
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GANs clearly explained with visuals
This website provides a clear explanation, Try it out yourself: poloclub.github.io/ganlab/
π Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN
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This website provides a clear explanation, Try it out yourself: poloclub.github.io/ganlab/
Don't forget to React
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Start with Python, explore scikit-learn, and neural networks using PyTorch. Perfect for beginnersβget the skills you need to advance your career in just a few hours.
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pandas Project: Make a Gradebook With Python & pandas
Link: https://realpython.com/pandas-project-gradebook/
π Tags: #DataScience #Python #ML #AI #LLM #Courses #Pandas #DV #GAN
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Link: https://realpython.com/pandas-project-gradebook/
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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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Support Vector Machines (SVM) vs k-Nearest Neighbors (k-NN)
#MachineLearning #algorithms #ML #DataScience #ArtificialIntelligence #AI
https://t.me/CodeProgrammer
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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:
#llm #course #opensource #ml
https://t.me/CodeProgrammer
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Fetch Trending Searches using Python π₯
#python #programming #developer #programmer #coding #coder #softwaredeveloper #computerscience #webdev #webdeveloper #webdevelopment #pythonprogramming #pythonquiz #ai #ml #machinelearning #datascience
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The Hundred-Page Language Models Book
Read it:
https://github.com/aburkov/theLMbook
Read it:
https://github.com/aburkov/theLMbook
#LLM #NLP #ML #AI #PYTHON #PYTORCH
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π7
Generative AI for beginners by Microsoft
21 Lessons teaching everything you need to know to start building Generative AI applications
Enroll Free: https://github.com/microsoft/generative-ai-for-beginners
21 Lessons teaching everything you need to know to start building Generative AI applications
Enroll Free: https://github.com/microsoft/generative-ai-for-beginners
#GenerativeAI #LLM #GAN #PYTHON #PYTORCH #ML #DEEPLEARNING #RAG
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Pen and Paper Exercises in MachineLearning
Free 211-page PDF: arxiv.org/abs/2206.13446
GitHub: https://github.com/michaelgutmann/ml-pen-and-paper-exercises
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