Announcing: Agentic Document Extraction! PDF files represent information visually - via layout, charts, graphs, etc. - and are more than just text. Unlike traditional OCR and most PDF-to-text approaches, which focus on extracting the text, an agentic approach lets us break a document down into components and reason about them, resulting in more accurate extraction of the underlying meaning for RAG and other applications. Watch the video for details. | Andrew Ng
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Announcing: Agentic Document Extraction! PDF files represent inf…
43.4K views11 months ago
FacebookAndrew Ng
Learn to deploy AI models to edge devices in our new short course "Introduction to On-Device AI," created with Qualcomm and taught by Senior Director of Engineering Krishna Sridhar. On-device (edge) AI is an important technology trend that's enabling new low latency, privacy-preserving applications. In this course, you'll deploy a real-time image segmentation model on-device, and through this learn key steps for on-device deployment: Neural Network graph capture, on-device compilation, hardware
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Learn to deploy AI models to edge devices in our new short course "I…
3K viewsMay 21, 2024
FacebookAndrew Ng
New short course on advanced retrieval for RAG (retrieval augmented generation)! RAG fetches relevant documents to give context to an LLM. In Advanced Retrieval for AI with Chroma, taught by Chroma founder Anton Troynikov, you’ll learn: (i) Query expansion using an LLM to rewrite and improve a query, by either generating either additional relevant queries or a hypothetical answer to the query. (ii) Reranking using a cross-encoder - a model trained to measure similarity between two inputs present
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New short course on advanced retrieval for RAG (retrieval augme…
4.7K viewsJan 4, 2024
FacebookAndrew Ng
77K views · 1.7K reactions | New short course: Attention in...
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77K views · 1.7K reactions | New short course: Attention in...
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79K views · 1.3K reactions | Everyone should learn to code with AI! At AI Fund, everyone - not just engineers - can vibe code or use AI assistance to code. This has been great for our creativity and productivity. I hope more teams will empower everyone to build with AI. Please watch the video for details. | Andrew Ng | Facebook
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79K views · 1.3K reactions | Everyone should learn to code wit…
22.7K views1 month ago
FacebookAndrew Ng
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