Top 3 Free AI & ML Resources In 2024
Science & Technology
Top 3 Free AI & ML Resources In 2024
The world of Artificial Intelligence (AI) and Machine Learning (ML) can seem daunting at first glance, but diving into these domains has never been easier with the right resources. Here are the top three free resources to get you started learning AI and ML in 2024.
1. Three Blue One Brown's Transformer Explainer Videos
Before you dive into building AI applications, it's crucial to understand the core of AI's current boom—Transformers. Three Blue One Brown offers a comprehensive visual breakdown of these complex concepts, making it accessible even to laypeople. This is part of a larger deep learning playlist where you’ll learn the inner workings of Transformers. Trust me, this visual breakdown makes really complex concepts click.
2. Andrej Karpathy's Zero to Hero Series
This resource is created by Andrej Karpathy, the ex-Tesla AI director and co-founder of OpenAI. He walks you through building a nano GPT using Shakespeare's writing. It’s deep stuff, but the playlist on neural networks breaks it down into bite-sized lessons. You'll go from a complete newbie to coding language models faster than you think.
3. Microsoft's 18 Lessons on Generative AI
Microsoft offers an 18-lesson series on generative AI, which is a gold mine for beginners. It covers everything from Retrieval-Augmented Generation (RAG) and vector databases to practical AI app building. They even delve into AI agents and fine-tuning large language models (LLMs). Trust me, these resources are all rated 10 out of 10.
So, stop doomscrolling and start building some deep AI skills right now!
Keywords
- Transformers
- Deep Learning
- Three Blue One Brown
- Andrej Karpathy
- Zero to Hero
- Generative AI
- Microsoft
- Neural Networks
- GPT
- Language Models
- AI Agents
- Fine-tuning LLMs
FAQ
Q: What is the first resource recommended for learning AI and ML? A: The first resource recommended is Three Blue One Brown's Transformer explainer videos.
Q: Who created the Zero to Hero series? A: The Zero to Hero series was created by Andrej Karpathy, the ex-Tesla AI director and co-founder of OpenAI.
Q: What does Microsoft's 18-lesson series on generative AI cover? A: Microsoft's 18-lesson series covers everything from Retrieval-Augmented Generation (RAG) and vector databases to practical AI app building, including AI agents and fine-tuning large language models (LLMs).
Q: What is the focal point of Three Blue One Brown's Transformer explainer videos? A: The focal point is to make the complex concepts behind Transformers understandable to everyone, even those without an advanced background in AI.
Q: What are the key topics covered by Andrej Karpathy's Zero to Hero series? A: The series covers building a nano GPT using Shakespeare’s writing and breaks down neural networks into easy-to-understand lessons.
Q: Are these resources suitable for beginners? A: Yes, these resources are specifically chosen to help beginners get started with AI and ML effectively.