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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Forwarded from Github Top Repositories
๐ŸŒŸ DataTalksClub/data-engineering-zoomcamp caught my eye on GitHub Trending today.

๐Ÿ”— https://github.com/DataTalksClub/data-engineering-zoomcamp
๐Ÿ“ Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here ๐Ÿ‘‡๐Ÿผ
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The Data Engineering Zoomcamp is a free 9-week course that covers the fundamentals of data engineering. It's designed to help you build an end-to-end data pipeline from scratch, with hands-on experience using industry-standard tools and best practices.

Key features of the course include structured modules, hands-on workshops, and a final project to reinforce your learning. You'll learn about containerization, infrastructure as code, workflow orchestration, data warehousing, and analytics engineering.

The course is suitable for anyone with basic coding experience and familiarity with SQL. No prior data engineering experience is necessary. You can enroll in the course by registering for the next cohort or following the self-paced learning path.

The course has a strong community and support system, with a dedicated #course-data-engineering channel on Slack for discussions and troubleshooting.

The course is taught by experienced instructors, including Alexey Grigorev and Michael Shoemaker, and is sponsored by companies like Kestra and Bruin.

Overall, the Data Engineering Zoomcamp is a great resource for anyone looking to learn data engineering fundamentals and build a career in the field.
So, what are you waiting for? Join the course and start building your skills today - it's a free 9-week course that can change your career!

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๐Ÿง  Channel: https://t.me/GithubRe
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Interactive Explainer ๐Ÿง โœจ

The Anatomy of an LLM ๐Ÿ”
A visual walk through the machinery inside a large language model: from raw text, to tokens, to vectors, to attention, to the next token. โš™๏ธ๐Ÿงฌ

๐Ÿ”— Link: https://www.royvanrijn.com/anatomy-of-an-llm/

#LLM #AI #Tech #NeuralNetworks #MachineLearning #DeepLearning

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Forwarded from Machine Learning
FREE MIT books on AI and Machine Learning: ๐Ÿ“š๐Ÿค–

1. Foundations of Machine Learning cs.nyu.edu/~mohri/mlbook/
2. Understanding Deep Learning udlbook.github.io/udlbook/
3. Introduction to Machine Learning Systems โฏ Vol 1: mlsysbook.ai/vol1/assets/do โฏ Vol 2: mlsysbook.ai/vol2/assets/do
4. Algorithms for ML algorithmsbook.com
5. Deep Learning deeplearningbook.org
6. Reinforcement Learning andrew.cmu.edu/course/10-703/
7. Distributional Reinforcement Learning direct.mit.edu/books/oa-monog
8. Multi Agent Reinforcement Learning marl-book.com
9. Agents in the Long Game of AI direct.mit.edu/books/oa-monog
10. Fairness and Machine Learning fairmlbook.org
11. Probabilistic Machine Learning
โฏ Part 1 : probml.github.io/pml-book/book1
โฏ Part 2 : probml.github.io/pml-book/book2

#MIT #AI #MachineLearning #DeepLearning #ReinforcementLearning #FreeBooks

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Machine Learning with Python
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