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Create Time:2024-06-29 12:03:25
File Size:2.69 GB
File Count:306
File Hash:d884ab58180f38687bab030834a8ab88cc0e6cfb
| Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).mp4 | 122.08 MB |
| Chapter 01 Course-Introduction/001. Course Scope (101).mp4 | 8.68 MB |
| Chapter 01 Course-Introduction/002. Who am I.en.srt | 1.90 KB |
| Chapter 01 Course-Introduction/002. Who am I.mp4 | 3.78 MB |
| Chapter 01 Course-Introduction/003. How to work with The course (101).en.srt | 4.24 KB |
| Chapter 01 Course-Introduction/003. How to work with The course (101).mp4 | 8.45 MB |
| Chapter 01 Course-Introduction/004. How to get the material (Coding).en.srt | 2.96 KB |
| Chapter 01 Course-Introduction/004. How to get the material (Coding).mp4 | 9.89 MB |
| Chapter 01 Course-Introduction/005. System Setup (101).en.srt | 10.84 KB |
| Chapter 01 Course-Introduction/005. System Setup (101).mp4 | 19.07 MB |
| Chapter 01 Course-Introduction/006. System Setup (Coding).en.srt | 8.29 KB |
| Chapter 01 Course-Introduction/006. System Setup (Coding).mp4 | 26.07 MB |
| Chapter 02 NLP-Introduction/001. Section Overview.en.srt | 4.78 KB |
| Chapter 02 NLP-Introduction/001. Section Overview.mp4 | 7.51 MB |
| Chapter 02 NLP-Introduction/002. NLP (101).en.srt | 9.32 KB |
| Chapter 02 NLP-Introduction/002. NLP (101).mp4 | 17.20 MB |
| Chapter 02 NLP-Introduction/003. Word Embeddings (101).en.srt | 8.79 KB |
| Chapter 02 NLP-Introduction/003. Word Embeddings (101).mp4 | 17.01 MB |
| Chapter 02 NLP-Introduction/004. Sentiment OHE Coding Intro.en.srt | 2.61 KB |
| Chapter 02 NLP-Introduction/004. Sentiment OHE Coding Intro.mp4 | 5.01 MB |
| Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).en.srt | 16.61 KB |
| Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).mp4 | 80.61 MB |
| Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).en.srt | 12.56 KB |
| Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).mp4 | 26.82 MB |
| Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).en.srt | 7.95 KB |
| Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).mp4 | 30.52 MB |
| Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).en.srt | 7.87 KB |
| Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).mp4 | 39.31 MB |
| Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).en.srt | 10.03 KB |
| Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).mp4 | 51.89 MB |
| Chapter 02 NLP-Introduction/010. GloVe Word Cluster (101).en.srt | 1.99 KB |
| Chapter 02 NLP-Introduction/010. GloVe Word Cluster (101).mp4 | 3.75 MB |
| Chapter 02 NLP-Introduction/011. GloVe Word (Coding).en.srt | 20.71 KB |
| Chapter 02 NLP-Introduction/011. GloVe Word (Coding).mp4 | 98.23 MB |
| Chapter 02 NLP-Introduction/012. Sentiment with Embedding (101).en.srt | 1.92 KB |
| Chapter 02 NLP-Introduction/012. Sentiment with Embedding (101).mp4 | 3.19 MB |
| Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).en.srt | 14.96 KB |
| Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).mp4 | 73.86 MB |
| Chapter 02 NLP-Introduction/014. Transformers (101).en.srt | 12.96 KB |
| Chapter 02 NLP-Introduction/014. Transformers (101).mp4 | 25.81 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/001. Section Overview.en.srt | 1.05 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/001. Section Overview.mp4 | 2.01 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/002. Huggingface (101).en.srt | 2.82 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/002. Huggingface (101).mp4 | 5.17 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/003. Pipelines General Use (101).en.srt | 5.84 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/003. Pipelines General Use (101).mp4 | 11.96 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/004. Text Classification (101).en.srt | 1.71 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/004. Text Classification (101).mp4 | 3.21 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/005. Pipelines General Use (Coding).en.srt | 7.91 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/005. Pipelines General Use (Coding).mp4 | 33.32 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/006. Named Entity Recognition (101).en.srt | 1.93 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/006. Named Entity Recognition (101).mp4 | 4.08 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/007. Named Entity Recognition (Coding).en.srt | 1.77 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/007. Named Entity Recognition (Coding).mp4 | 5.45 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/008. Question Answering (101).en.srt | 1.21 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/008. Question Answering (101).mp4 | 2.13 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/009. Question Answering (Coding).en.srt | 1.72 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/009. Question Answering (Coding).mp4 | 4.65 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/010. Text Summarization (101).en.srt | 1.53 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/010. Text Summarization (101).mp4 | 2.89 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).en.srt | 3.10 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).mp4 | 22.27 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/012. Translation (101).en.srt | 1.19 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/012. Translation (101).mp4 | 2.11 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/013. Translation (Coding).en.srt | 1.99 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/013. Translation (Coding).mp4 | 5.03 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/014. Fill-Mask (101).en.srt | 1.30 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/014. Fill-Mask (101).mp4 | 2.34 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/015. Fill-Mask (Coding).en.srt | 2.09 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/015. Fill-Mask (Coding).mp4 | 6.14 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).en.srt | 12.53 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).mp4 | 21.95 MB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).en.srt | 11.68 KB |
| Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).mp4 | 59.66 MB |
| Chapter 04 Model Finetuning/001. Section Overview.en.srt | 3.88 KB |
| Chapter 04 Model Finetuning/001. Section Overview.mp4 | 6.22 MB |
| Chapter 04 Model Finetuning/002. Simple Model (101).en.srt | 6.80 KB |
| Chapter 04 Model Finetuning/002. Simple Model (101).mp4 | 13.71 MB |
| Chapter 04 Model Finetuning/003. Exploratory Data Analysis (Coding).en.srt | 8.24 KB |
| Chapter 04 Model Finetuning/003. Exploratory Data Analysis (Coding).mp4 | 34.50 MB |
| Chapter 04 Model Finetuning/004. Simple Model (Coding).en.srt | 16.14 KB |
| Chapter 04 Model Finetuning/004. Simple Model (Coding).mp4 | 82.33 MB |
| Chapter 04 Model Finetuning/005. Finetuning Model (101).en.srt | 4.66 KB |
| Chapter 04 Model Finetuning/005. Finetuning Model (101).mp4 | 9.59 MB |
| Chapter 04 Model Finetuning/006. Huggingface Trainer (101).en.srt | 2.27 KB |
| Chapter 04 Model Finetuning/006. Huggingface Trainer (101).mp4 | 3.81 MB |
| Chapter 04 Model Finetuning/007. Finetuning Model (Coding).en.srt | 13.68 KB |
| Chapter 04 Model Finetuning/007. Finetuning Model (Coding).mp4 | 60.30 MB |
| Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).en.srt | 4.75 KB |
| Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).mp4 | 21.26 MB |
| Chapter 05 Vector Databases/001. Vector Databases (101).en.srt | 12.80 KB |
| Chapter 05 Vector Databases/001. Vector Databases (101).mp4 | 22.04 MB |
| Chapter 05 Vector Databases/002. Tokenization (101).en.srt | 4.55 KB |
| Chapter 05 Vector Databases/002. Tokenization (101).mp4 | 7.60 MB |
| Chapter 05 Vector Databases/003. Tokenization (Practical).en.srt | 2.25 KB |
| Chapter 05 Vector Databases/003. Tokenization (Practical).mp4 | 5.63 MB |
| Chapter 05 Vector Databases/004. Tokenization (Coding).en.srt | 9.39 KB |
| Chapter 05 Vector Databases/004. Tokenization (Coding).mp4 | 45.86 MB |
| Chapter 05 Vector Databases/005. Bible Vector DB - The Full Picture.en.srt | 1.76 KB |
| Chapter 05 Vector Databases/005. Bible Vector DB - The Full Picture.mp4 | 2.21 MB |
| Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).en.srt | 10.97 KB |
| Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).mp4 | 65.96 MB |
| Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).en.srt | 9.40 KB |
| Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).mp4 | 55.83 MB |
| Chapter 05 Vector Databases/008. Exercise Movies Vector DB.en.srt | 5.09 KB |
| Chapter 05 Vector Databases/008. Exercise Movies Vector DB.mp4 | 8.57 MB |
| Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).en.srt | 10.35 KB |
| Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).mp4 | 50.45 MB |
| Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).en.srt | 9.56 KB |
| Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).mp4 | 45.48 MB |
| Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).en.srt | 7.41 KB |
| Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).mp4 | 42.82 MB |
| Chapter 05 Vector Databases/012. Multimodal Vector DB (101).en.srt | 6.59 KB |
| Chapter 05 Vector Databases/012. Multimodal Vector DB (101).mp4 | 14.62 MB |
| Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).en.srt | 10.27 KB |
| Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).mp4 | 45.93 MB |
| Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).en.srt | 10.04 KB |
| Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).mp4 | 45.22 MB |
| Chapter 06 OpenAI API/001. Section Overview.en.srt | 2.02 KB |
| Chapter 06 OpenAI API/001. Section Overview.mp4 | 2.42 MB |
| Chapter 06 OpenAI API/002. ChatGPT (101).en.srt | 6.87 KB |
| Chapter 06 OpenAI API/002. ChatGPT (101).mp4 | 18.52 MB |
| Chapter 06 OpenAI API/003. OpenAI API (101).en.srt | 10.24 KB |
| Chapter 06 OpenAI API/003. OpenAI API (101).mp4 | 19.62 MB |
| Chapter 06 OpenAI API/004. Get your API Key (Coding).en.srt | 3.33 KB |
| Chapter 06 OpenAI API/004. Get your API Key (Coding).mp4 | 16.98 MB |
| Chapter 06 OpenAI API/005. Python Package (101).en.srt | 4.33 KB |
| Chapter 06 OpenAI API/005. Python Package (101).mp4 | 9.04 MB |
| Chapter 06 OpenAI API/006. Python Package (Coding).en.srt | 3.10 KB |
| Chapter 06 OpenAI API/006. Python Package (Coding).mp4 | 9.33 MB |
| Chapter 06 OpenAI API/007. Rest APIs (101).en.srt | 5.86 KB |
| Chapter 06 OpenAI API/007. Rest APIs (101).mp4 | 10.99 MB |
| Chapter 06 OpenAI API/008. OpenAI WebUI (Coding).en.srt | 3.98 KB |
| Chapter 06 OpenAI API/008. OpenAI WebUI (Coding).mp4 | 9.58 MB |
| Chapter 06 OpenAI API/009. Cost (101).en.srt | 1.36 KB |
| Chapter 06 OpenAI API/009. Cost (101).mp4 | 3.28 MB |
| Chapter 07 Prompt Engineering/001. Prompt Engineering (101).en.srt | 9.82 KB |
| Chapter 07 Prompt Engineering/001. Prompt Engineering (101).mp4 | 16.68 MB |
| Chapter 07 Prompt Engineering/002. Clear Instructions (Coding).en.srt | 4.71 KB |
| Chapter 07 Prompt Engineering/002. Clear Instructions (Coding).mp4 | 12.29 MB |
| Chapter 07 Prompt Engineering/003. Personas (Coding).en.srt | 4.36 KB |
| Chapter 07 Prompt Engineering/003. Personas (Coding).mp4 | 9.22 MB |
| Chapter 07 Prompt Engineering/004. Delimiters (Coding).en.srt | 2.42 KB |
| Chapter 07 Prompt Engineering/004. Delimiters (Coding).mp4 | 5.18 MB |
| Chapter 07 Prompt Engineering/005. Divide into sub-tasks (Coding).en.srt | 3.82 KB |
| Chapter 07 Prompt Engineering/005. Divide into sub-tasks (Coding).mp4 | 8.47 MB |
| Chapter 07 Prompt Engineering/006. Provide Examples (Coding).en.srt | 3.16 KB |
| Chapter 07 Prompt Engineering/006. Provide Examples (Coding).mp4 | 6.07 MB |
| Chapter 07 Prompt Engineering/007. Control Output (Coding).en.srt | 9.61 KB |
| Chapter 07 Prompt Engineering/007. Control Output (Coding).mp4 | 45.24 MB |
| Chapter 08 Advanced Prompt Engineering/001. Advanced Prompt Engineering (101).en.srt | 3.56 KB |
| Chapter 08 Advanced Prompt Engineering/001. Advanced Prompt Engineering (101).mp4 | 7.17 MB |
| Chapter 08 Advanced Prompt Engineering/002. Few-Shot Prompting (101).en.srt | 4.60 KB |
| Chapter 08 Advanced Prompt Engineering/002. Few-Shot Prompting (101).mp4 | 9.73 MB |
| Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).en.srt | 10.00 KB |
| Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).mp4 | 22.15 MB |
| Chapter 08 Advanced Prompt Engineering/004. Chain-of-Thought (Example).en.srt | 3.59 KB |
| Chapter 08 Advanced Prompt Engineering/004. Chain-of-Thought (Example).mp4 | 12.39 MB |
| Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).en.srt | 12.31 KB |
| Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).mp4 | 53.41 MB |
| Chapter 08 Advanced Prompt Engineering/006. Self-Consistency Chain-of-Thought (101).en.srt | 2.55 KB |
| Chapter 08 Advanced Prompt Engineering/006. Self-Consistency Chain-of-Thought (101).mp4 | 6.68 MB |
| Chapter 08 Advanced Prompt Engineering/007. Self-Consistency Chain-of-Thought (Example).en.srt | 1.71 KB |
| Chapter 08 Advanced Prompt Engineering/007. Self-Consistency Chain-of-Thought (Example).mp4 | 3.51 MB |
| Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).en.srt | 11.10 KB |
| Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).mp4 | 58.23 MB |
| Chapter 08 Advanced Prompt Engineering/009. Prompt Chaining (101).en.srt | 3.60 KB |
| Chapter 08 Advanced Prompt Engineering/009. Prompt Chaining (101).mp4 | 8.98 MB |
| Chapter 08 Advanced Prompt Engineering/010. Prompt Chaining (Example).en.srt | 1.71 KB |
| Chapter 08 Advanced Prompt Engineering/010. Prompt Chaining (Example).mp4 | 6.01 MB |
| Chapter 08 Advanced Prompt Engineering/011. Reflection (101).en.srt | 2.08 KB |
| Chapter 08 Advanced Prompt Engineering/011. Reflection (101).mp4 | 4.11 MB |
| Chapter 08 Advanced Prompt Engineering/012. Tree-of-Thought (101).en.srt | 3.57 KB |
| Chapter 08 Advanced Prompt Engineering/012. Tree-of-Thought (101).mp4 | 9.02 MB |
| Chapter 08 Advanced Prompt Engineering/013. Self-Feedback (101).en.srt | 2.56 KB |
| Chapter 08 Advanced Prompt Engineering/013. Self-Feedback (101).mp4 | 6.47 MB |
| Chapter 08 Advanced Prompt Engineering/014. Self-Feedback (Example).en.srt | 2.93 KB |
| Chapter 08 Advanced Prompt Engineering/014. Self-Feedback (Example).mp4 | 9.71 MB |
| Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).en.srt | 12.72 KB |
| Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).mp4 | 55.14 MB |
| Chapter 08 Advanced Prompt Engineering/016. Self-Critique (101).en.srt | 1.49 KB |
| Chapter 08 Advanced Prompt Engineering/016. Self-Critique (101).mp4 | 3.42 MB |
| Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).en.srt | 6.43 KB |
| Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).mp4 | 29.89 MB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/001. RAG (101).en.srt | 5.37 KB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/001. RAG (101).mp4 | 9.48 MB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/002. RAG Coding - The Final Result.en.srt | 2.88 KB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/002. RAG Coding - The Final Result.mp4 | 10.54 MB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).en.srt | 8.43 KB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).mp4 | 32.35 MB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).en.srt | 5.69 KB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).mp4 | 27.23 MB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).en.srt | 7.37 KB |
| Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).mp4 | 41.99 MB |
| Chapter 10 Capstone Project Chatbot/001. Webapp Climate Change Chatbot (101).en.srt | 3.01 KB |
| Chapter 10 Capstone Project Chatbot/001. Webapp Climate Change Chatbot (101).mp4 | 7.71 MB |
| Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).en.srt | 19.52 KB |
| Chapter 01 Course-Introduction/001. Course Scope (101).en.srt | 5.67 KB |
| Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).en.srt | 5.36 KB |
| Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).mp4 | 31.89 MB |
| Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).en.srt | 8.97 KB |
| Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).mp4 | 58.05 MB |
| Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).en.srt | 14.82 KB |
| Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).mp4 | 54.79 MB |
| Chapter 11 Open Source LLMs/001. Open Source LLMs (101).en.srt | 14.25 KB |
| Chapter 11 Open Source LLMs/001. Open Source LLMs (101).mp4 | 26.00 MB |
| Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).en.srt | 9.58 KB |
| Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).mp4 | 44.57 MB |
| Chapter 12 Data Augmentation/001. Data Augmentation (101).en.srt | 7.74 KB |
| Chapter 12 Data Augmentation/001. Data Augmentation (101).mp4 | 14.59 MB |
| Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).en.srt | 7.02 KB |
| Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).mp4 | 33.16 MB |
| Chapter 12 Data Augmentation/003. Data Augmentation Replacement with Synonyms (Coding).en.srt | 2.71 KB |
| Chapter 12 Data Augmentation/003. Data Augmentation Replacement with Synonyms (Coding).mp4 | 9.39 MB |
| Chapter 12 Data Augmentation/004. Data Augmentation Random Cropping (Coding).en.srt | 1.86 KB |
| Chapter 12 Data Augmentation/004. Data Augmentation Random Cropping (Coding).mp4 | 6.21 MB |
| Chapter 12 Data Augmentation/005. Data Augmentation Contextual Augmentation (Coding).en.srt | 2.90 KB |
| Chapter 12 Data Augmentation/005. Data Augmentation Contextual Augmentation (Coding).mp4 | 7.94 MB |
| Chapter 12 Data Augmentation/006. Data Augmentation Word Embeddings (Coding).en.srt | 4.72 KB |
| Chapter 12 Data Augmentation/006. Data Augmentation Word Embeddings (Coding).mp4 | 16.80 MB |
| Chapter 12 Data Augmentation/007. Data Augmentation Fill-Mask (Coding).en.srt | 2.33 KB |
| Chapter 12 Data Augmentation/007. Data Augmentation Fill-Mask (Coding).mp4 | 9.75 MB |
| Chapter 13 Miscellaneous/001. Claude (101).en.srt | 9.75 KB |
| Chapter 13 Miscellaneous/001. Claude (101).mp4 | 23.00 MB |
| Chapter 13 Miscellaneous/002. Claude (Coding).en.srt | 10.60 KB |
| Chapter 13 Miscellaneous/002. Claude (Coding).mp4 | 40.01 MB |
| Chapter 13 Miscellaneous/003. LLM-Functions (101).en.srt | 9.93 KB |
| Chapter 13 Miscellaneous/003. LLM-Functions (101).mp4 | 21.31 MB |
| Chapter 13 Miscellaneous/004. LLM-Functions (Coding).en.srt | 17.41 KB |
| Chapter 13 Miscellaneous/004. LLM-Functions (Coding).mp4 | 71.84 MB |
| Chapter 14 Final Section/001. Closing Remarks.en.srt | 2.36 KB |
| Chapter 14 Final Section/001. Closing Remarks.mp4 | 4.70 MB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/LICENSE | 1.04 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/README.md | 67 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/.gitignore | 122 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/requirements.txt | 571 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/requirementsMAC.txt | 575 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/10_NLP_101.pdf | 143.03 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/20_WordEmbeddings_Intro_101.pdf | 123.47 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/24_Sentiment_Coding_OHE.pdf | 162.53 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/25_sentiment_OHE.py | 3.50 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/30_WordEmbeddings_NN_101.pdf | 159.21 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/40_Glove_Introdction_Coding.pdf | 67.04 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/50_glove_intro.py | 1.46 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/60_Glove_WordCluster_Coding.pdf | 79.18 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/70_word_cluster_end.py | 1.80 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/70_word_cluster_start.py | 762 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/80_Sentiment_Embedding_Coding.pdf | 105.33 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/90_sentiment_embedding.py | 3.44 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/Tweets.csv | 3.34 MB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/tweets_train.csv | 3.18 MB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/tweets_val.csv | 362.75 KB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/yelp.csv | 7.72 MB |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/09_general_use.py | 443 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/10_named_entity_recognition.py | 235 B |
| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/12_question_answering.py | 216 B |
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| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/15_fill_mask.py | 138 B |
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| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/40_multimodal_end.py | 2.09 KB |
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| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/bible.txt | 4.15 MB |
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| z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/mastiff_1.jpg | 46.43 KB |
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