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Introduction to Large Language Models for Data Practitioners

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File Name
Size
01. Course Overview/01. Course Overview.mp4
4.8 MB
01. Course Overview/01. Course Overview.srt
2.8 kB
02. A Brief History of Large Language Models/01. Threshold Logic and Cybernetics.mp4
5.7 MB
02. A Brief History of Large Language Models/01. Threshold Logic and Cybernetics.srt
5.2 kB
02. A Brief History of Large Language Models/02. Early Chatterbots and RNNs.mp4
6.6 MB
02. A Brief History of Large Language Models/02. Early Chatterbots and RNNs.srt
5.0 kB
02. A Brief History of Large Language Models/03. Autoregression and LSTMs.mp4
5.1 MB
02. A Brief History of Large Language Models/03. Autoregression and LSTMs.srt
4.1 kB
02. A Brief History of Large Language Models/04. Other Machine Learning Terms.mp4
2.5 MB
02. A Brief History of Large Language Models/04. Other Machine Learning Terms.srt
3.1 kB
02. A Brief History of Large Language Models/05. Attention Is All You Need.mp4
3.0 MB
02. A Brief History of Large Language Models/05. Attention Is All You Need.srt
2.7 kB
02. A Brief History of Large Language Models/06. Multi-head Attention Transformations.mp4
5.1 MB
02. A Brief History of Large Language Models/06. Multi-head Attention Transformations.srt
4.9 kB
02. A Brief History of Large Language Models/07. Encoder Decoder.mp4
2.4 MB
02. A Brief History of Large Language Models/07. Encoder Decoder.srt
2.4 kB
02. A Brief History of Large Language Models/08. Use Cases.mp4
4.1 MB
02. A Brief History of Large Language Models/08. Use Cases.srt
3.9 kB
03. Real-world Large Language Models/01. Build, Buy, or Fine-tune.mp4
4.7 MB
03. Real-world Large Language Models/01. Build, Buy, or Fine-tune.srt
4.3 kB
03. Real-world Large Language Models/02. Zero-shot Classification.mp4
11 MB
03. Real-world Large Language Models/02. Zero-shot Classification.srt
5.2 kB
03. Real-world Large Language Models/03. Proof of Concept Notebook.mp4
6.4 MB
03. Real-world Large Language Models/03. Proof of Concept Notebook.srt
3.7 kB
03. Real-world Large Language Models/04. Training and Fine-tuning.mp4
5.0 MB
03. Real-world Large Language Models/04. Training and Fine-tuning.srt
3.4 kB
03. Real-world Large Language Models/05. Cost, Compliance, and Liability.mp4
4.0 MB
03. Real-world Large Language Models/05. Cost, Compliance, and Liability.srt
4.3 kB
03. Real-world Large Language Models/06. Bias and Other Ethical Considerations.mp4
5.4 MB
03. Real-world Large Language Models/06. Bias and Other Ethical Considerations.srt
4.9 kB
large-language-models-intro-data-practitioners.zip
35 MB