Artificial Intellgence, Machine Learning
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Useful links related from AI, ML space
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- How to build your own perplexity for any dataset
- How a Machine Learns
- Machine learning is still too hard - Year 2022
- Neural Networks from Scratch
- History of AI
- Machine Learning Algorithms: What is a Neural Network?
- What is Benford’s Law and why is it important for data science?
- Benford’s Law and Financial Statements
- Data Scientists Should Be More End-to-End
- Team Data science process (Microsoft)
- Traits of Good Data Scientist
- The First Rule of Machine Learning: Start without Machine Learning
- Deep learning is hitting wall
- Real world Recommendation System
Videos
Vector Embeddings, Vector Databases
ChatGPT, LLMs
- A practical guide to building successful LLM products.
- Emerging Architecture for LLM Applications
- LocalGPT - Chat with your documents on your local device using GPT models
- Run LLMs from command line
- Resources on LLMs