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【压缩文件】 Introduction to NLP for Data Practitioners

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nlp-introduction-data-practitioners.zip 20.8 MB
02. Understanding Natural Language Processing (NLP)/05. Demo- Text Operations.mp4 11.3 MB
03. Exploring the NLP Pipeline/07. Demo- Feature Extraction.mp4 10.4 MB
03. Exploring the NLP Pipeline/05. Demo- Data Cleaning and Preprocessing.mp4 7.7 MB
02. Understanding Natural Language Processing (NLP)/02. What Is NLP-.mp4 6.8 MB
03. Exploring the NLP Pipeline/08. Data Modeling and Evaluation.mp4 6.1 MB
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03. Exploring the NLP Pipeline/10. Challenges in NLP.mp4 5.0 MB
02. Understanding Natural Language Processing (NLP)/03. Natural Language Terminology.mp4 4.7 MB
03. Exploring the NLP Pipeline/01. Introduction.mp4 4.3 MB
01. Course Overview/01. Course Overview.mp4 4.2 MB
03. Exploring the NLP Pipeline/09. Demo- Data Modeling and Evaluation.mp4 4.2 MB
03. Exploring the NLP Pipeline/04. Data Cleaning and Preprocessing.mp4 3.8 MB
03. Exploring the NLP Pipeline/02. Data Acquisition.mp4 3.6 MB
03. Exploring the NLP Pipeline/03. Demo- Data Acquisition.mp4 3.6 MB
02. Understanding Natural Language Processing (NLP)/01. Introduction.mp4 2.5 MB
02. Understanding Natural Language Processing (NLP)/06. Summary.mp4 1.5 MB
02. Understanding Natural Language Processing (NLP)/04. NLP Toolkit.mp4 1.5 MB
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03. Exploring the NLP Pipeline/07. Demo- Feature Extraction.srt 4.9 kB

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【压缩文件】 Introduction to Large Language Models for Data Practitioners

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large-language-models-intro-data-practitioners.zip 36.5 MB
03. Real-world Large Language Models/02. Zero-shot Classification.mp4 11.7 MB
02. A Brief History of Large Language Models/02. Early Chatterbots and RNNs.mp4 6.9 MB
03. Real-world Large Language Models/03. Proof of Concept Notebook.mp4 6.7 MB
02. A Brief History of Large Language Models/01. Threshold Logic and Cybernetics.mp4 6.0 MB
03. Real-world Large Language Models/06. Bias and Other Ethical Considerations.mp4 5.6 MB
02. A Brief History of Large Language Models/06. Multi-head Attention Transformations.mp4 5.4 MB
02. A Brief History of Large Language Models/03. Autoregression and LSTMs.mp4 5.3 MB
03. Real-world Large Language Models/04. Training and Fine-tuning.mp4 5.2 MB
01. Course Overview/01. Course Overview.mp4 5.0 MB
03. Real-world Large Language Models/01. Build, Buy, or Fine-tune.mp4 4.9 MB
02. A Brief History of Large Language Models/08. Use Cases.mp4 4.3 MB
03. Real-world Large Language Models/05. Cost, Compliance, and Liability.mp4 4.2 MB
02. A Brief History of Large Language Models/05. Attention Is All You Need.mp4 3.2 MB
02. A Brief History of Large Language Models/04. Other Machine Learning Terms.mp4 2.7 MB
02. A Brief History of Large Language Models/07. Encoder Decoder.mp4 2.6 MB
03. Real-world Large Language Models/02. Zero-shot Classification.srt 5.3 kB
02. A Brief History of Large Language Models/01. Threshold Logic and Cybernetics.srt 5.3 kB
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【压缩文件】 Keith Wyatt - Beyond Basics - Introduction to Acoustic Blues

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