Name Applied Generative AI and Natural Language Processing with Python

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UpdateDate 2024-7-1

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Files Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).mp4 | 122.08MB Chapter 01 Course-Introduction/001. Course Scope (101).mp4 | 8.68MB Chapter 01 Course-Introduction/002. Who am I.en.srt | 1.90KB Chapter 01 Course-Introduction/002. Who am I.mp4 | 3.78MB Chapter 01 Course-Introduction/003. How to work with The course (101).en.srt | 4.24KB Chapter 01 Course-Introduction/003. How to work with The course (101).mp4 | 8.45MB Chapter 01 Course-Introduction/004. How to get the material (Coding).en.srt | 2.96KB Chapter 01 Course-Introduction/004. How to get the material (Coding).mp4 | 9.89MB Chapter 01 Course-Introduction/005. System Setup (101).en.srt | 10.84KB Chapter 01 Course-Introduction/005. System Setup (101).mp4 | 19.07MB Chapter 01 Course-Introduction/006. System Setup (Coding).en.srt | 8.29KB Chapter 01 Course-Introduction/006. System Setup (Coding).mp4 | 26.07MB Chapter 02 NLP-Introduction/001. Section Overview.en.srt | 4.78KB Chapter 02 NLP-Introduction/001. Section Overview.mp4 | 7.51MB Chapter 02 NLP-Introduction/002. NLP (101).en.srt | 9.32KB Chapter 02 NLP-Introduction/002. NLP (101).mp4 | 17.20MB Chapter 02 NLP-Introduction/003. Word Embeddings (101).en.srt | 8.79KB Chapter 02 NLP-Introduction/003. Word Embeddings (101).mp4 | 17.01MB Chapter 02 NLP-Introduction/004. Sentiment OHE Coding Intro.en.srt | 2.61KB Chapter 02 NLP-Introduction/004. Sentiment OHE Coding Intro.mp4 | 5.01MB Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).en.srt | 16.61KB Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).mp4 | 80.61MB Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).en.srt | 12.56KB Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).mp4 | 26.82MB Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).en.srt | 7.95KB Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).mp4 | 30.52MB Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).en.srt | 7.87KB Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).mp4 | 39.31MB Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).en.srt | 10.03KB Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).mp4 | 51.89MB Chapter 02 NLP-Introduction/010. GloVe Word Cluster (101).en.srt | 1.99KB Chapter 02 NLP-Introduction/010. GloVe Word Cluster (101).mp4 | 3.75MB Chapter 02 NLP-Introduction/011. GloVe Word (Coding).en.srt | 20.71KB Chapter 02 NLP-Introduction/011. GloVe Word (Coding).mp4 | 98.23MB Chapter 02 NLP-Introduction/012. Sentiment with Embedding (101).en.srt | 1.92KB Chapter 02 NLP-Introduction/012. Sentiment with Embedding (101).mp4 | 3.19MB Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).en.srt | 14.96KB Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).mp4 | 73.86MB Chapter 02 NLP-Introduction/014. Transformers (101).en.srt | 12.96KB Chapter 02 NLP-Introduction/014. Transformers (101).mp4 | 25.81MB Chapter 03 Apply Huggingface for Pre-Trained Models/001. Section Overview.en.srt | 1.05KB Chapter 03 Apply Huggingface for Pre-Trained Models/001. Section Overview.mp4 | 2.01MB Chapter 03 Apply Huggingface for Pre-Trained Models/002. Huggingface (101).en.srt | 2.82KB Chapter 03 Apply Huggingface for Pre-Trained Models/002. Huggingface (101).mp4 | 5.17MB Chapter 03 Apply Huggingface for Pre-Trained Models/003. Pipelines General Use (101).en.srt | 5.84KB Chapter 03 Apply Huggingface for Pre-Trained Models/003. Pipelines General Use (101).mp4 | 11.96MB Chapter 03 Apply Huggingface for Pre-Trained Models/004. Text Classification (101).en.srt | 1.71KB Chapter 03 Apply Huggingface for Pre-Trained Models/004. Text Classification (101).mp4 | 3.21MB Chapter 03 Apply Huggingface for Pre-Trained Models/005. Pipelines General Use (Coding).en.srt | 7.91KB Chapter 03 Apply Huggingface for Pre-Trained Models/005. Pipelines General Use (Coding).mp4 | 33.32MB Chapter 03 Apply Huggingface for Pre-Trained Models/006. Named Entity Recognition (101).en.srt | 1.93KB Chapter 03 Apply Huggingface for Pre-Trained Models/006. Named Entity Recognition (101).mp4 | 4.08MB Chapter 03 Apply Huggingface for Pre-Trained Models/007. Named Entity Recognition (Coding).en.srt | 1.77KB Chapter 03 Apply Huggingface for Pre-Trained Models/007. Named Entity Recognition (Coding).mp4 | 5.45MB Chapter 03 Apply Huggingface for Pre-Trained Models/008. Question Answering (101).en.srt | 1.21KB Chapter 03 Apply Huggingface for Pre-Trained Models/008. Question Answering (101).mp4 | 2.13MB Chapter 03 Apply Huggingface for Pre-Trained Models/009. Question Answering (Coding).en.srt | 1.72KB Chapter 03 Apply Huggingface for Pre-Trained Models/009. Question Answering (Coding).mp4 | 4.65MB Chapter 03 Apply Huggingface for Pre-Trained Models/010. Text Summarization (101).en.srt | 1.53KB Chapter 03 Apply Huggingface for Pre-Trained Models/010. Text Summarization (101).mp4 | 2.89MB Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).en.srt | 3.10KB Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).mp4 | 22.27MB Chapter 03 Apply Huggingface for Pre-Trained Models/012. Translation (101).en.srt | 1.19KB Chapter 03 Apply Huggingface for Pre-Trained Models/012. Translation (101).mp4 | 2.11MB Chapter 03 Apply Huggingface for Pre-Trained Models/013. Translation (Coding).en.srt | 1.99KB Chapter 03 Apply Huggingface for Pre-Trained Models/013. Translation (Coding).mp4 | 5.03MB Chapter 03 Apply Huggingface for Pre-Trained Models/014. Fill-Mask (101).en.srt | 1.30KB Chapter 03 Apply Huggingface for Pre-Trained Models/014. Fill-Mask (101).mp4 | 2.34MB Chapter 03 Apply Huggingface for Pre-Trained Models/015. Fill-Mask (Coding).en.srt | 2.09KB Chapter 03 Apply Huggingface for Pre-Trained Models/015. Fill-Mask (Coding).mp4 | 6.14MB Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).en.srt | 12.53KB Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).mp4 | 21.95MB Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).en.srt | 11.68KB Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).mp4 | 59.66MB Chapter 04 Model Finetuning/001. Section Overview.en.srt | 3.88KB Chapter 04 Model Finetuning/001. Section Overview.mp4 | 6.22MB Chapter 04 Model Finetuning/002. Simple Model (101).en.srt | 6.80KB Chapter 04 Model Finetuning/002. Simple Model (101).mp4 | 13.71MB Chapter 04 Model Finetuning/003. Exploratory Data Analysis (Coding).en.srt | 8.24KB Chapter 04 Model Finetuning/003. Exploratory Data Analysis (Coding).mp4 | 34.50MB Chapter 04 Model Finetuning/004. Simple Model (Coding).en.srt | 16.14KB Chapter 04 Model Finetuning/004. Simple Model (Coding).mp4 | 82.33MB Chapter 04 Model Finetuning/005. Finetuning Model (101).en.srt | 4.66KB Chapter 04 Model Finetuning/005. Finetuning Model (101).mp4 | 9.59MB Chapter 04 Model Finetuning/006. Huggingface Trainer (101).en.srt | 2.27KB Chapter 04 Model Finetuning/006. Huggingface Trainer (101).mp4 | 3.81MB Chapter 04 Model Finetuning/007. Finetuning Model (Coding).en.srt | 13.68KB Chapter 04 Model Finetuning/007. Finetuning Model (Coding).mp4 | 60.30MB Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).en.srt | 4.75KB Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).mp4 | 21.26MB Chapter 05 Vector Databases/001. Vector Databases (101).en.srt | 12.80KB Chapter 05 Vector Databases/001. Vector Databases (101).mp4 | 22.04MB Chapter 05 Vector Databases/002. Tokenization (101).en.srt | 4.55KB Chapter 05 Vector Databases/002. Tokenization (101).mp4 | 7.60MB Chapter 05 Vector Databases/003. Tokenization (Practical).en.srt | 2.25KB Chapter 05 Vector Databases/003. Tokenization (Practical).mp4 | 5.63MB Chapter 05 Vector Databases/004. Tokenization (Coding).en.srt | 9.39KB Chapter 05 Vector Databases/004. Tokenization (Coding).mp4 | 45.86MB Chapter 05 Vector Databases/005. Bible Vector DB - The Full Picture.en.srt | 1.76KB Chapter 05 Vector Databases/005. Bible Vector DB - The Full Picture.mp4 | 2.21MB Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).en.srt | 10.97KB Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).mp4 | 65.96MB Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).en.srt | 9.40KB Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).mp4 | 55.83MB Chapter 05 Vector Databases/008. Exercise Movies Vector DB.en.srt | 5.09KB Chapter 05 Vector Databases/008. Exercise Movies Vector DB.mp4 | 8.57MB Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).en.srt | 10.35KB Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).mp4 | 50.45MB Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).en.srt | 9.56KB Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).mp4 | 45.48MB Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).en.srt | 7.41KB Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).mp4 | 42.82MB Chapter 05 Vector Databases/012. Multimodal Vector DB (101).en.srt | 6.59KB Chapter 05 Vector Databases/012. Multimodal Vector DB (101).mp4 | 14.62MB Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).en.srt | 10.27KB Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).mp4 | 45.93MB Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).en.srt | 10.04KB Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).mp4 | 45.22MB Chapter 06 OpenAI API/001. Section Overview.en.srt | 2.02KB Chapter 06 OpenAI API/001. Section Overview.mp4 | 2.42MB Chapter 06 OpenAI API/002. ChatGPT (101).en.srt | 6.87KB Chapter 06 OpenAI API/002. ChatGPT (101).mp4 | 18.52MB Chapter 06 OpenAI API/003. OpenAI API (101).en.srt | 10.24KB Chapter 06 OpenAI API/003. OpenAI API (101).mp4 | 19.62MB Chapter 06 OpenAI API/004. Get your API Key (Coding).en.srt | 3.33KB Chapter 06 OpenAI API/004. Get your API Key (Coding).mp4 | 16.98MB Chapter 06 OpenAI API/005. Python Package (101).en.srt | 4.33KB Chapter 06 OpenAI API/005. Python Package (101).mp4 | 9.04MB Chapter 06 OpenAI API/006. Python Package (Coding).en.srt | 3.10KB Chapter 06 OpenAI API/006. Python Package (Coding).mp4 | 9.33MB Chapter 06 OpenAI API/007. Rest APIs (101).en.srt | 5.86KB Chapter 06 OpenAI API/007. Rest APIs (101).mp4 | 10.99MB Chapter 06 OpenAI API/008. OpenAI WebUI (Coding).en.srt | 3.98KB Chapter 06 OpenAI API/008. OpenAI WebUI (Coding).mp4 | 9.58MB Chapter 06 OpenAI API/009. Cost (101).en.srt | 1.36KB Chapter 06 OpenAI API/009. Cost (101).mp4 | 3.28MB Chapter 07 Prompt Engineering/001. Prompt Engineering (101).en.srt | 9.82KB Chapter 07 Prompt Engineering/001. Prompt Engineering (101).mp4 | 16.68MB Chapter 07 Prompt Engineering/002. Clear Instructions (Coding).en.srt | 4.71KB Chapter 07 Prompt Engineering/002. Clear Instructions (Coding).mp4 | 12.29MB Chapter 07 Prompt Engineering/003. Personas (Coding).en.srt | 4.36KB Chapter 07 Prompt Engineering/003. Personas (Coding).mp4 | 9.22MB Chapter 07 Prompt Engineering/004. Delimiters (Coding).en.srt | 2.42KB Chapter 07 Prompt Engineering/004. Delimiters (Coding).mp4 | 5.18MB Chapter 07 Prompt Engineering/005. Divide into sub-tasks (Coding).en.srt | 3.82KB Chapter 07 Prompt Engineering/005. Divide into sub-tasks (Coding).mp4 | 8.47MB Chapter 07 Prompt Engineering/006. Provide Examples (Coding).en.srt | 3.16KB Chapter 07 Prompt Engineering/006. Provide Examples (Coding).mp4 | 6.07MB Chapter 07 Prompt Engineering/007. Control Output (Coding).en.srt | 9.61KB Chapter 07 Prompt Engineering/007. Control Output (Coding).mp4 | 45.24MB Chapter 08 Advanced Prompt Engineering/001. Advanced Prompt Engineering (101).en.srt | 3.56KB Chapter 08 Advanced Prompt Engineering/001. Advanced Prompt Engineering (101).mp4 | 7.17MB Chapter 08 Advanced Prompt Engineering/002. Few-Shot Prompting (101).en.srt | 4.60KB Chapter 08 Advanced Prompt Engineering/002. Few-Shot Prompting (101).mp4 | 9.73MB Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).en.srt | 10.00KB Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).mp4 | 22.15MB Chapter 08 Advanced Prompt Engineering/004. Chain-of-Thought (Example).en.srt | 3.59KB Chapter 08 Advanced Prompt Engineering/004. Chain-of-Thought (Example).mp4 | 12.39MB Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).en.srt | 12.31KB Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).mp4 | 53.41MB Chapter 08 Advanced Prompt Engineering/006. Self-Consistency Chain-of-Thought (101).en.srt | 2.55KB Chapter 08 Advanced Prompt Engineering/006. Self-Consistency Chain-of-Thought (101).mp4 | 6.68MB Chapter 08 Advanced Prompt Engineering/007. Self-Consistency Chain-of-Thought (Example).en.srt | 1.71KB Chapter 08 Advanced Prompt Engineering/007. Self-Consistency Chain-of-Thought (Example).mp4 | 3.51MB Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).en.srt | 11.10KB Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).mp4 | 58.23MB Chapter 08 Advanced Prompt Engineering/009. Prompt Chaining (101).en.srt | 3.60KB Chapter 08 Advanced Prompt Engineering/009. Prompt Chaining (101).mp4 | 8.98MB Chapter 08 Advanced Prompt Engineering/010. Prompt Chaining (Example).en.srt | 1.71KB Chapter 08 Advanced Prompt Engineering/010. Prompt Chaining (Example).mp4 | 6.01MB Chapter 08 Advanced Prompt Engineering/011. Reflection (101).en.srt | 2.08KB Chapter 08 Advanced Prompt Engineering/011. Reflection (101).mp4 | 4.11MB Chapter 08 Advanced Prompt Engineering/012. Tree-of-Thought (101).en.srt | 3.57KB Chapter 08 Advanced Prompt Engineering/012. Tree-of-Thought (101).mp4 | 9.02MB Chapter 08 Advanced Prompt Engineering/013. Self-Feedback (101).en.srt | 2.56KB Chapter 08 Advanced Prompt Engineering/013. Self-Feedback (101).mp4 | 6.47MB Chapter 08 Advanced Prompt Engineering/014. Self-Feedback (Example).en.srt | 2.93KB Chapter 08 Advanced Prompt Engineering/014. Self-Feedback (Example).mp4 | 9.71MB Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).en.srt | 12.72KB Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).mp4 | 55.14MB Chapter 08 Advanced Prompt Engineering/016. Self-Critique (101).en.srt | 1.49KB Chapter 08 Advanced Prompt Engineering/016. Self-Critique (101).mp4 | 3.42MB Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).en.srt | 6.43KB Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).mp4 | 29.89MB Chapter 09 Retrieval-Augmented Generation (RAG)/001. RAG (101).en.srt | 5.37KB Chapter 09 Retrieval-Augmented Generation (RAG)/001. RAG (101).mp4 | 9.48MB Chapter 09 Retrieval-Augmented Generation (RAG)/002. RAG Coding - The Final Result.en.srt | 2.88KB Chapter 09 Retrieval-Augmented Generation (RAG)/002. RAG Coding - The Final Result.mp4 | 10.54MB Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).en.srt | 8.43KB Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).mp4 | 32.35MB Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).en.srt | 5.69KB Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).mp4 | 27.23MB Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).en.srt | 7.37KB Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).mp4 | 41.99MB Chapter 10 Capstone Project Chatbot/001. Webapp Climate Change Chatbot (101).en.srt | 3.01KB Chapter 10 Capstone Project Chatbot/001. Webapp Climate Change Chatbot (101).mp4 | 7.71MB Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).en.srt | 19.52KB Chapter 01 Course-Introduction/001. Course Scope (101).en.srt | 5.67KB Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).en.srt | 5.36KB Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).mp4 | 31.89MB Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).en.srt | 8.97KB Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).mp4 | 58.05MB Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).en.srt | 14.82KB Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).mp4 | 54.79MB Chapter 11 Open Source LLMs/001. Open Source LLMs (101).en.srt | 14.25KB Chapter 11 Open Source LLMs/001. Open Source LLMs (101).mp4 | 26.00MB Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).en.srt | 9.58KB Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).mp4 | 44.57MB Chapter 12 Data Augmentation/001. Data Augmentation (101).en.srt | 7.74KB Chapter 12 Data Augmentation/001. Data Augmentation (101).mp4 | 14.59MB Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).en.srt | 7.02KB Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).mp4 | 33.16MB Chapter 12 Data Augmentation/003. Data Augmentation Replacement with Synonyms (Coding).en.srt | 2.71KB Chapter 12 Data Augmentation/003. Data Augmentation Replacement with Synonyms (Coding).mp4 | 9.39MB Chapter 12 Data Augmentation/004. Data Augmentation Random Cropping (Coding).en.srt | 1.86KB Chapter 12 Data Augmentation/004. Data Augmentation Random Cropping (Coding).mp4 | 6.21MB Chapter 12 Data Augmentation/005. Data Augmentation Contextual Augmentation (Coding).en.srt | 2.90KB Chapter 12 Data Augmentation/005. Data Augmentation Contextual Augmentation (Coding).mp4 | 7.94MB Chapter 12 Data Augmentation/006. Data Augmentation Word Embeddings (Coding).en.srt | 4.72KB Chapter 12 Data Augmentation/006. Data Augmentation Word Embeddings (Coding).mp4 | 16.80MB Chapter 12 Data Augmentation/007. Data Augmentation Fill-Mask (Coding).en.srt | 2.33KB Chapter 12 Data Augmentation/007. Data Augmentation Fill-Mask (Coding).mp4 | 9.75MB Chapter 13 Miscellaneous/001. Claude (101).en.srt | 9.75KB Chapter 13 Miscellaneous/001. Claude (101).mp4 | 23.00MB Chapter 13 Miscellaneous/002. Claude (Coding).en.srt | 10.60KB Chapter 13 Miscellaneous/002. Claude (Coding).mp4 | 40.01MB Chapter 13 Miscellaneous/003. LLM-Functions (101).en.srt | 9.93KB Chapter 13 Miscellaneous/003. LLM-Functions (101).mp4 | 21.31MB Chapter 13 Miscellaneous/004. LLM-Functions (Coding).en.srt | 17.41KB Chapter 13 Miscellaneous/004. LLM-Functions (Coding).mp4 | 71.84MB Chapter 14 Final Section/001. Closing Remarks.en.srt | 2.36KB Chapter 14 Final Section/001. 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