Machine Learning with Python
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Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.

Admin: @HusseinSheikho || @Hussein_Sheikho
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The ultimate guide to fine tuning.pdf
15.2 MB
๐Ÿ”– The Big Book on Fine-Tuning LLMs

A free 115-page book dedicated to the retraining of large language models. ๐Ÿ“š

It's suitable for those who want to understand how to prepare datasets, configure training, and improve the quality of LLMs for their tasks. ๐Ÿš€

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Data Science Interview Questions.pdf
1.4 MB
Data Science Interview Questions

๐Ÿ’ก Here is your curated list for Data Science interviews!

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A new collection of free courses has been added:

๐Ÿ”— 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. ๐Ÿ“š

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. ๐Ÿง 

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โ€ข Courses from the Machine Learning Specialization, MIT 6.S191, CMU Neural Nets for NLP, CS224N, CS25, and others
โ€ข A table with lectures, descriptions, videos, notes, and authors
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The idea was appreciated. ๐Ÿ‘

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. ๐Ÿ—บ๏ธ

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5 Fun Papers That Explain LLMs Clearly ๐Ÿ“šโœจ

Want to understand LLMs better? Start with these five foundational papers that explain how they work. ๐Ÿค–

Large language models (LLMs) can feel complicated at first. There are transformers, attention layers, scaling laws, pretraining, instruction tuning, human feedback, retrieval, and many other ideas around them. ๐Ÿง  But the best way to understand large language models is not to start with a huge textbook. A better way is to read a few important papers that each explain one major part of the system. ๐Ÿ“„ This article is part of a fun series where we learn by exploring core ideas, practical projects, and the research papers behind modern technology. ๐Ÿ”ฌ In this article, we will go through five papers that explain how LLMs work. So, let's get started. ๐Ÿš€

More: https://www.kdnuggets.com/5-fun-papers-that-explain-llms-clearly

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