Applied Generative AI and Natural Language Processing with Python

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File size：2.69 GB
Time：2026-05-03
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Related ：Applied Generative Natural Language Processing with Python

File list

Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).mp4-122.08 MB
Chapter 02 NLP-Introduction/011. GloVe Word (Coding).mp4-98.23 MB
Chapter 04 Model Finetuning/004. Simple Model (Coding).mp4-82.33 MB
Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).mp4-80.61 MB
Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).mp4-73.86 MB
Chapter 13 Miscellaneous/004. LLM-Functions (Coding).mp4-71.84 MB
Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).mp4-65.96 MB
Chapter 04 Model Finetuning/007. Finetuning Model (Coding).mp4-60.3 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).mp4-59.66 MB
Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).mp4-58.23 MB
Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).mp4-58.05 MB
Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).mp4-55.83 MB
Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).mp4-55.14 MB
Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).mp4-54.79 MB
Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).mp4-53.41 MB
Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).mp4-51.89 MB
Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).mp4-50.45 MB
Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).mp4-45.93 MB
Chapter 05 Vector Databases/004. Tokenization (Coding).mp4-45.86 MB
Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).mp4-45.48 MB
Chapter 07 Prompt Engineering/007. Control Output (Coding).mp4-45.24 MB
Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).mp4-45.22 MB
Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).mp4-44.57 MB
Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).mp4-42.82 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).mp4-41.99 MB
Chapter 13 Miscellaneous/002. Claude (Coding).mp4-40.01 MB
Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).mp4-39.31 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/movies.csv-34.55 MB
Chapter 04 Model Finetuning/003. Exploratory Data Analysis (Coding).mp4-34.5 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/005. Pipelines General Use (Coding).mp4-33.32 MB
Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).mp4-33.16 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).mp4-32.35 MB
Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).mp4-31.89 MB
Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).mp4-30.52 MB
Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).mp4-29.89 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).mp4-27.23 MB
Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).mp4-26.82 MB
Chapter 01 Course-Introduction/006. System Setup (Coding).mp4-26.07 MB
Chapter 11 Open Source LLMs/001. Open Source LLMs (101).mp4-26 MB
Chapter 02 NLP-Introduction/014. Transformers (101).mp4-25.81 MB
Chapter 13 Miscellaneous/001. Claude (101).mp4-23 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).mp4-22.27 MB
Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).mp4-22.15 MB
Chapter 05 Vector Databases/001. Vector Databases (101).mp4-22.04 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).mp4-21.95 MB
Chapter 13 Miscellaneous/003. LLM-Functions (101).mp4-21.31 MB
Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).mp4-21.26 MB
Chapter 06 OpenAI API/003. OpenAI API (101).mp4-19.62 MB
Chapter 01 Course-Introduction/005. System Setup (101).mp4-19.07 MB
Chapter 06 OpenAI API/002. ChatGPT (101).mp4-18.52 MB