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Master Python with step-by-step courses โ from basics to advanced projects and practical applications.
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๐ Level up your AI & Data Science skills with HelloEncyclo โ a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
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Repost from Machine Learning with Python
A new collection of free courses has been added:
๐ https://github.com/dair-ai/ML-Course-Notes
Those studying ML through dozens of random tabs and unclosed playlists may find this repository useful for organizing their learning. ๐
Machine Learning Course Notes is an open collection of notes on machine learning, NLP, and AI, compiled around full-fledged courses, not just individual videos. ๐ง
What's inside:
โข Courses from the Machine Learning Specialization, MIT 6.S191, CMU Neural Nets for NLP, CS224N, CS25, and others
โข A table with lectures, descriptions, videos, notes, and authors
โข Links to the original lectures and accompanying notes
โข WIP markers for incomplete materials
โข Instructions for contributors on adding and improving notes
The idea was appreciated. ๐
Instead of another collection of hundreds of links, a course map has been created where one can systematically go through the material without getting lost after a week of studying. ๐บ๏ธ
#MachineLearning #AI #DataScience #TechCommunity #LearningResources #OpenSource
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๐ Level up your AI & Data Science skills with HelloEncyclo โ a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
โ
13 courses live + 40+ coming soon
๐ฏ One access, lifetime updates
๐ Use code: PRESALE-BOOK-WAVE-2GFG
๐ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Repost from Machine Learning with Python
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๐ Level up your AI & Data Science skills with HelloEncyclo โ a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
โ
13 courses live + 40+ coming soon
๐ฏ One access, lifetime updates
๐ Use code: PRESALE-BOOK-WAVE-2GFG
๐ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
๐ Level up your AI & Data Science skills with HelloEncyclo โ a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
โ
13 courses live + 40+ coming soon
๐ฏ One access, lifetime updates
๐ Use code: PRESALE-BOOK-WAVE-2GFG
๐ https://helloencyclo.com/?ref=HUSSEINSHEIKHO
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Repost from Machine Learning with Python
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Repost from Data Analytics
๐ Create an LLM from Scratch!
I came across a great find from Vizuara โ a series of 43 lectures that truly delivers on its promise: showing how to build a large language model from scratch. ๐ง โจ
Most people use ChatGPT.
But only a few actually understand how it works under the hood. โ๏ธ
This playlist step by step breaks down all the key concepts without overloading with complex explanations.
๐ What you will learn:
โ The architecture of Transformer ๐๏ธ
โ The internal structure of GPT
โ Tokenization and BPE ๐งฉ
โ Attention mechanisms ๐
โ The process of training an LLM ๐
โ Full implementations in Python ๐
โ
Suitable for:
โข ML engineers
โข AI enthusiasts
โข Developers entering the GenAI field
โข Anyone who is tired of explaining AI as a "black box" ๐ต๏ธ
If you really want to understand what lies at the heart of models like ChatGPT, Claude, and Gemini โ this material is worth watching. ๐
๐ Link to the playlist:
https://www.youtube.com/playlist?list=PLPTV0NXA_ZSgsLAr8YCgCwhPIJNNtexWu
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๐ฑ Programming Foundations: Data Structures ๐ง
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Programming Foundations: Data Structures
๐ Learn how to effectively use and implement key data structures through hands-on exercises and real-world examples in Python.
๐ Author: Kathryn Hodge
๐ฐ Level: Beginner
โฐ Duration: 2h 46m
๐ Topics: Data Structures, Python
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