Machine Learning vs Deep Learning Explained | Why Nvidia is Worth 3 Trillion? (AI EP 02)

Machine Learning vs Deep Learning Explained | Why Nvidia is Worth 3 Trillion? (AI EP 02)

Episode 02 of the AI Series on TheEXP.me. We dive into Machine Learning, Deep Learning, Neural Networks, and why Nvidia CEO Jensen Huang is leading the AI revolution.

📚 Main Topics:
1. Three types of Machine Learning: Supervised, Unsupervised, and Reinforcement
2. Deep Learning architectures: CNN, RNN/LSTM, and GAN explained
3. The GPU Revolution: Why Nvidia grew 10x in 3 years (300B → 3T)
4. Data is the New Oil: Insights from Google, Meta, and Amazon, plus Privacy concerns
5. Training costs: GPT-4’s $100M+ journey and the importance of Inference
6. Transfer Learning: How Hugging Face’s 500,000+ models are changing the game
7. Open-Source AI: The impact of community models and Hugging Face

🔗 References:
1) Ian Goodfellow "Deep Learning Book" (Available free online)
2) Nvidia Official Documentation
3) Hugging Face: huggingface.co
4) Hugging Face: Open-Source AI Ecosystem

Perfect for anyone wanting to understand the AI landscape. Subscribe to TheEXP.me now! 🚀

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