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Hugging Face Viewer is now at 2300 viewable models! 😊 Would love more feedback and ideas!

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Maths, CS & AI Compendium: A free textbook for aspiring AI/ML engineers

🚀 A large open-source compendium on mathematics, computer science, and AI has gone viral on GitHub. The project already has around 6.3K stars.

📚 The author positions it as a "non-traditional textbook" for practitioners: less dry notation, more intuition, connections between topics, and real-world context.

📖 It contains 20 chapters:
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Stop searching for generative AI resources one category at a time. 🚀

Awesome Generative AI is a curated directory of generative AI projects and services for builders exploring the ecosystem. 🌐

It helps you compare where to look next by organizing links and short descriptions across models, tools, agents, media, and learning resources. 📊

Key features:
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• Multimodal map – explore image, video, audio, and music tools in dedicated sections 🎨🎵
• Learning library – use recommended reading, milestones, courses, guides, and related lists to build context 📚

It’s open-source (CC0-1.0 license). 🔓

Repo: https://github.com/steven2358/awesome-generative-ai

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Free Generative AI Courses

Generative AI Full Course: Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More
🆓 Free Video Course
⏰ Duration: 30 hrs
🏃‍♂️ Self Paced
📈 Difficulty: Beginner to Intermediate
👨‍🏫 Instructors: Krish Naik, Sunny Savita & Boktiar Ahmed Bappy via freeCodeCamp
🔗 Course Link

5-Day Gen AI Intensive Course with Google
🆓 Free Video + Hands-On Codelabs
⏰ Duration: 5-day structure
🏃‍♂️ Self Paced
📈 Difficulty: Beginner to Intermediate
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🔗 Course Link

Free GenAI 65-Hour Bootcamp
🆓 Free Video Course
⏰ Duration: 65 hrs
🏃‍♂️ Self Paced
📈 Difficulty: Beginner to Intermediate
👨‍🏫 Instructor: Andrew Brown (ExamPro) via freeCodeCamp
🔗 Course Link

Generative AI for Beginners
🆓 Free Video Course
⏰ Duration: Multi-hour
🏃‍♂️ Self Paced
📈 Difficulty: Beginner
👨‍🏫 Created by: Great Learning Academy
🔗 Course Link

Introduction to Generative AI
🆓 Free Video Course
⏰ Duration: 45 min
🏃‍♂️ Self Paced
📈 Difficulty: Beginner
👨‍🏫 Created by: Google Skills
🔗 Course Link

Generative AI for Beginners
📚 Text Course
⏰ Duration: 21 lessons
🏃‍♂️ Self Paced
📈 Difficulty: Beginner
👨‍🏫 Created by: Microsoft Cloud Advocates
🔗 Course Link

AI Capabilities and Limitations
🆓 Free Video Course
⏰ Duration: Self-paced
🏃‍♂️ Self Paced
📈 Difficulty: Beginner
👨‍🏫 Created by: Anthropic Academy
🔗 Course Link

Generative AI for Beginners
🆓 Free Video Course
⏰ Duration: 4 hrs
🏃‍♂️ Self Paced
📈 Difficulty: Beginner
👨‍🏫 Created by: Simplilearn
🔗 Course Link



Reading Materials

📖 Prompt Engineering Guide
📖 Awesome Generative AI (Curated Resource List)
📖 Generative AI: A Beginner's Guide
📖 Understanding Generative AI Capabilities
📖Stanford HAI: 2025 AI Index Report

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🔖 A useful training tool for Data Scientists 📊

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A Powerful Alternative to Pandas 🚀

This is an optimized replacement for Pandas that can significantly speed up data processing without requiring major changes to your code. ⚙️

To get started, simply replace a single import:

import fireducks.pandas as pd

Performance Benchmarks demonstrate speed improvements in various use cases. 📈

More: https://colab.research.google.com/drive/1UIokuJ4cytoiVSabRDqcziDXOan8bVua?usp=sharing

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