Applied Generative AI and Natural Language Processing with Python

Creation Time	Aug. 10, 2024, 8:34 a.m.
Last Access Time	Jan. 7, 2025, 9:43 a.m.
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Keywords	Applied and Natural Language AI Processing Python Generative with
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Total Files	306
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Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).mp4 122.1 MB
Chapter 02 NLP-Introduction/011. GloVe Word (Coding).mp4 98.2 MB
Chapter 04 Model Finetuning/004. Simple Model (Coding).mp4 82.3 MB
Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).mp4 80.6 MB
Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).mp4 73.9 MB
Chapter 13 Miscellaneous/004. LLM-Functions (Coding).mp4 71.8 MB
Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).mp4 66.0 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 59.7 MB
Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).mp4 58.2 MB
Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).mp4 58.1 MB
Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).mp4 55.8 MB
Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).mp4 55.1 MB
Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).mp4 54.8 MB
Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).mp4 53.4 MB
Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).mp4 51.9 MB
Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).mp4 50.4 MB
Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).mp4 45.9 MB
Chapter 05 Vector Databases/004. Tokenization (Coding).mp4 45.9 MB
Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).mp4 45.5 MB
Chapter 07 Prompt Engineering/007. Control Output (Coding).mp4 45.2 MB
Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).mp4 45.2 MB
Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).mp4 44.6 MB
Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).mp4 42.8 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).mp4 42.0 MB
Chapter 13 Miscellaneous/002. Claude (Coding).mp4 40.0 MB
Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).mp4 39.3 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/movies.csv 34.6 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 33.3 MB
Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).mp4 33.2 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).mp4 32.3 MB
Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).mp4 31.9 MB
Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).mp4 30.5 MB
Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).mp4 29.9 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).mp4 27.2 MB
Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).mp4 26.8 MB
Chapter 01 Course-Introduction/006. System Setup (Coding).mp4 26.1 MB
Chapter 11 Open Source LLMs/001. Open Source LLMs (101).mp4 26.0 MB
Chapter 02 NLP-Introduction/014. Transformers (101).mp4 25.8 MB
Chapter 13 Miscellaneous/001. Claude (101).mp4 23.0 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).mp4 22.3 MB
Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).mp4 22.1 MB
Chapter 05 Vector Databases/001. Vector Databases (101).mp4 22.0 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).mp4 22.0 MB
Chapter 13 Miscellaneous/003. LLM-Functions (101).mp4 21.3 MB
Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).mp4 21.3 MB
Chapter 06 OpenAI API/003. OpenAI API (101).mp4 19.6 MB
Chapter 01 Course-Introduction/005. System Setup (101).mp4 19.1 MB
Chapter 06 OpenAI API/002. ChatGPT (101).mp4 18.5 MB
Chapter 02 NLP-Introduction/002. NLP (101).mp4 17.2 MB
Chapter 02 NLP-Introduction/003. Word Embeddings (101).mp4 17.0 MB
Chapter 06 OpenAI API/004. Get your API Key (Coding).mp4 17.0 MB
Chapter 12 Data Augmentation/006. Data Augmentation Word Embeddings (Coding).mp4 16.8 MB
Chapter 07 Prompt Engineering/001. Prompt Engineering (101).mp4 16.7 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/IPCC_AR6_WGII_TechnicalSummary.pdf 15.2 MB
Chapter 05 Vector Databases/012. Multimodal Vector DB (101).mp4 14.6 MB
Chapter 12 Data Augmentation/001. Data Augmentation (101).mp4 14.6 MB
Chapter 04 Model Finetuning/002. Simple Model (101).mp4 13.7 MB
Chapter 08 Advanced Prompt Engineering/004. Chain-of-Thought (Example).mp4 12.4 MB
Chapter 07 Prompt Engineering/002. Clear Instructions (Coding).mp4 12.3 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/003. Pipelines General Use (101).mp4 12.0 MB
Chapter 06 OpenAI API/007. Rest APIs (101).mp4 11.0 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/002. RAG Coding - The Final Result.mp4 10.5 MB
Chapter 01 Course-Introduction/004. How to get the material (Coding).mp4 9.9 MB
Chapter 12 Data Augmentation/007. Data Augmentation Fill-Mask (Coding).mp4 9.7 MB
Chapter 08 Advanced Prompt Engineering/002. Few-Shot Prompting (101).mp4 9.7 MB
Chapter 08 Advanced Prompt Engineering/014. Self-Feedback (Example).mp4 9.7 MB
Chapter 04 Model Finetuning/005. Finetuning Model (101).mp4 9.6 MB
Chapter 06 OpenAI API/008. OpenAI WebUI (Coding).mp4 9.6 MB
Chapter 09 Retrieval-Augmented Generation (RAG)/001. RAG (101).mp4 9.5 MB
Chapter 12 Data Augmentation/003. Data Augmentation Replacement with Synonyms (Coding).mp4 9.4 MB
Chapter 06 OpenAI API/006. Python Package (Coding).mp4 9.3 MB
Chapter 07 Prompt Engineering/003. Personas (Coding).mp4 9.2 MB
Chapter 06 OpenAI API/005. Python Package (101).mp4 9.0 MB
Chapter 08 Advanced Prompt Engineering/012. Tree-of-Thought (101).mp4 9.0 MB
Chapter 08 Advanced Prompt Engineering/009. Prompt Chaining (101).mp4 9.0 MB
Chapter 01 Course-Introduction/001. Course Scope (101).mp4 8.7 MB
Chapter 05 Vector Databases/008. Exercise Movies Vector DB.mp4 8.6 MB
Chapter 07 Prompt Engineering/005. Divide into sub-tasks (Coding).mp4 8.5 MB
Chapter 01 Course-Introduction/003. How to work with The course (101).mp4 8.4 MB
Chapter 12 Data Augmentation/005. Data Augmentation Contextual Augmentation (Coding).mp4 7.9 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/yelp.csv 7.7 MB
Chapter 10 Capstone Project Chatbot/001. Webapp Climate Change Chatbot (101).mp4 7.7 MB
Chapter 05 Vector Databases/002. Tokenization (101).mp4 7.6 MB
Chapter 02 NLP-Introduction/001. Section Overview.mp4 7.5 MB
Chapter 08 Advanced Prompt Engineering/001. Advanced Prompt Engineering (101).mp4 7.2 MB
Chapter 08 Advanced Prompt Engineering/006. Self-Consistency Chain-of-Thought (101).mp4 6.7 MB
Chapter 08 Advanced Prompt Engineering/013. Self-Feedback (101).mp4 6.5 MB
Chapter 04 Model Finetuning/001. Section Overview.mp4 6.2 MB
Chapter 12 Data Augmentation/004. Data Augmentation Random Cropping (Coding).mp4 6.2 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/015. Fill-Mask (Coding).mp4 6.1 MB
Chapter 07 Prompt Engineering/006. Provide Examples (Coding).mp4 6.1 MB
Chapter 08 Advanced Prompt Engineering/010. Prompt Chaining (Example).mp4 6.0 MB
Chapter 05 Vector Databases/003. Tokenization (Practical).mp4 5.6 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/007. Named Entity Recognition (Coding).mp4 5.5 MB
Chapter 07 Prompt Engineering/004. Delimiters (Coding).mp4 5.2 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/002. Huggingface (101).mp4 5.2 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/013. Translation (Coding).mp4 5.0 MB
Chapter 02 NLP-Introduction/004. Sentiment OHE Coding Intro.mp4 5.0 MB
Chapter 14 Final Section/001. Closing Remarks.mp4 4.7 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/009. Question Answering (Coding).mp4 4.6 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/bible.txt 4.2 MB
Chapter 08 Advanced Prompt Engineering/011. Reflection (101).mp4 4.1 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/006. Named Entity Recognition (101).mp4 4.1 MB
Chapter 04 Model Finetuning/006. Huggingface Trainer (101).mp4 3.8 MB
Chapter 01 Course-Introduction/002. Who am I.mp4 3.8 MB
Chapter 02 NLP-Introduction/010. GloVe Word Cluster (101).mp4 3.8 MB
Chapter 08 Advanced Prompt Engineering/007. Self-Consistency Chain-of-Thought (Example).mp4 3.5 MB
Chapter 08 Advanced Prompt Engineering/016. Self-Critique (101).mp4 3.4 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/Tweets.csv 3.3 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/Tweets.csv 3.3 MB
Chapter 06 OpenAI API/009. Cost (101).mp4 3.3 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/004. Text Classification (101).mp4 3.2 MB
Chapter 02 NLP-Introduction/012. Sentiment with Embedding (101).mp4 3.2 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/tweets_train.csv 3.2 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/tweets_train.csv 3.2 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/010. Text Summarization (101).mp4 2.9 MB
Chapter 06 OpenAI API/001. Section Overview.mp4 2.4 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/014. Fill-Mask (101).mp4 2.3 MB
Chapter 05 Vector Databases/005. Bible Vector DB - The Full Picture.mp4 2.2 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/008. Question Answering (101).mp4 2.1 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/012. Translation (101).mp4 2.1 MB
Chapter 03 Apply Huggingface for Pre-Trained Models/001. Section Overview.mp4 2.0 MB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/data/tweets_val.csv 362.7 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/tweets_val.csv 362.7 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/24_Sentiment_Coding_OHE.pdf 162.5 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/30_WordEmbeddings_NN_101.pdf 159.2 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/10_NLP_101.pdf 143.0 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/20_WordEmbeddings_Intro_101.pdf 123.5 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/80_Sentiment_Embedding_Coding.pdf 105.3 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/60_Glove_WordCluster_Coding.pdf 79.2 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/40_Glove_Introdction_Coding.pdf 67.0 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/akita_3.jpg 60.1 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/akita_1.jpg 52.1 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/mastiff_1.jpg 46.4 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/entlebucher_001.jpg 41.3 KB
Chapter 02 NLP-Introduction/011. GloVe Word (Coding).en.srt 20.7 KB
Chapter 10 Capstone Project Chatbot/002. Webapp Climate Change Chatbot Data Prep (Coding).en.srt 19.5 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/corgi_13.jpg 17.6 KB
Chapter 13 Miscellaneous/004. LLM-Functions (Coding).en.srt 17.4 KB
Chapter 02 NLP-Introduction/005. Sentiment OHE (Coding).en.srt 16.6 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/data/dogs/affenpinscher_3.jpg 16.5 KB
Chapter 04 Model Finetuning/004. Simple Model (Coding).en.srt 16.1 KB
Chapter 02 NLP-Introduction/013. Sentiment with Embedding (Coding).en.srt 15.0 KB
Chapter 10 Capstone Project Chatbot/005. Webapp Climate Change Chatbot Webapp (Coding).en.srt 14.8 KB
Chapter 11 Open Source LLMs/001. Open Source LLMs (101).en.srt 14.3 KB
Chapter 04 Model Finetuning/007. Finetuning Model (Coding).en.srt 13.7 KB
Chapter 02 NLP-Introduction/014. Transformers (101).en.srt 13.0 KB
Chapter 05 Vector Databases/001. Vector Databases (101).en.srt 12.8 KB
Chapter 08 Advanced Prompt Engineering/015. Self-Feedback (Coding).en.srt 12.7 KB
Chapter 02 NLP-Introduction/006. Word Embeddings with NN (101).en.srt 12.6 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/016. Zero-Shot Text Classification (101).en.srt 12.5 KB
Chapter 08 Advanced Prompt Engineering/005. Chain-of-Thought (Coding).en.srt 12.3 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/017. Zero-Shot Text Classification (Coding).en.srt 11.7 KB
Chapter 08 Advanced Prompt Engineering/008. Self-Consistency Chain-of-Thought (Coding).en.srt 11.1 KB
Chapter 05 Vector Databases/006. Bible Vector DB - Data Prep (Coding).en.srt 11.0 KB
Chapter 01 Course-Introduction/005. System Setup (101).en.srt 10.8 KB
Chapter 13 Miscellaneous/002. Claude (Coding).en.srt 10.6 KB
Chapter 05 Vector Databases/009. Solution Movies Vector DB - Data Prep (Coding).en.srt 10.4 KB
Chapter 05 Vector Databases/013. Multimodal Vector DB Setup (Coding).en.srt 10.3 KB
Chapter 06 OpenAI API/003. OpenAI API (101).en.srt 10.2 KB
Chapter 05 Vector Databases/014. Multimodal Vector DB Query (Coding).en.srt 10.0 KB
Chapter 02 NLP-Introduction/009. GloVe Word Analogy (Coding).en.srt 10.0 KB
Chapter 08 Advanced Prompt Engineering/003. Chain-of-Thought (101).en.srt 10.0 KB
Chapter 13 Miscellaneous/003. LLM-Functions (101).en.srt 9.9 KB
Chapter 07 Prompt Engineering/001. Prompt Engineering (101).en.srt 9.8 KB
Chapter 13 Miscellaneous/001. Claude (101).en.srt 9.7 KB
Chapter 07 Prompt Engineering/007. Control Output (Coding).en.srt 9.6 KB
Chapter 11 Open Source LLMs/002. Open Source LLMs (Coding).en.srt 9.6 KB
Chapter 05 Vector Databases/010. Solution Movies Vector DB - DB-Setup (Coding).en.srt 9.6 KB
Chapter 05 Vector Databases/007. Bible Vector DB - Database Handling (Coding).en.srt 9.4 KB
Chapter 05 Vector Databases/004. Tokenization (Coding).en.srt 9.4 KB
Chapter 02 NLP-Introduction/002. NLP (101).en.srt 9.3 KB
Chapter 10 Capstone Project Chatbot/004. Webapp Climate Change Chatbot RAG (Coding).en.srt 9.0 KB
Chapter 02 NLP-Introduction/003. Word Embeddings (101).en.srt 8.8 KB
Chapter 09 Retrieval-Augmented Generation (RAG)/003. RAG Handling Vector DB (Coding).en.srt 8.4 KB
Chapter 01 Course-Introduction/006. System Setup (Coding).en.srt 8.3 KB
Chapter 04 Model Finetuning/003. Exploratory Data Analysis (Coding).en.srt 8.2 KB
Chapter 02 NLP-Introduction/007. GloVe Get Word Embedding (Coding).en.srt 7.9 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/005. Pipelines General Use (Coding).en.srt 7.9 KB
Chapter 02 NLP-Introduction/008. GloVe Find closest words (Coding).en.srt 7.9 KB
Chapter 12 Data Augmentation/001. Data Augmentation (101).en.srt 7.7 KB
Chapter 05 Vector Databases/011. Solution Movies Vector DB - Query Function (Coding).en.srt 7.4 KB
Chapter 09 Retrieval-Augmented Generation (RAG)/005. RAG Putting all together (Coding).en.srt 7.4 KB
Chapter 12 Data Augmentation/002. Data Augmentation Back-Translation (Coding).en.srt 7.0 KB
Chapter 06 OpenAI API/002. ChatGPT (101).en.srt 6.9 KB
Chapter 04 Model Finetuning/002. Simple Model (101).en.srt 6.8 KB
Chapter 05 Vector Databases/012. Multimodal Vector DB (101).en.srt 6.6 KB
Chapter 08 Advanced Prompt Engineering/017. Self-Critique (Coding).en.srt 6.4 KB
Chapter 06 OpenAI API/007. Rest APIs (101).en.srt 5.9 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/003. Pipelines General Use (101).en.srt 5.8 KB
Chapter 09 Retrieval-Augmented Generation (RAG)/004. RAG Handling LLM (Coding).en.srt 5.7 KB
Chapter 01 Course-Introduction/001. Course Scope (101).en.srt 5.7 KB
Chapter 09 Retrieval-Augmented Generation (RAG)/001. RAG (101).en.srt 5.4 KB
Chapter 10 Capstone Project Chatbot/003. Webapp Climate Change Chatbot Vector DB (Coding).en.srt 5.4 KB
Chapter 05 Vector Databases/008. Exercise Movies Vector DB.en.srt 5.1 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/20_tokenization_end.py 5.0 KB
Chapter 02 NLP-Introduction/001. Section Overview.en.srt 4.8 KB
Chapter 04 Model Finetuning/008. Saving Model to huggingface Loading Model (Coding).en.srt 4.8 KB
Chapter 12 Data Augmentation/006. Data Augmentation Word Embeddings (Coding).en.srt 4.7 KB
Chapter 07 Prompt Engineering/002. Clear Instructions (Coding).en.srt 4.7 KB
Chapter 04 Model Finetuning/005. Finetuning Model (101).en.srt 4.7 KB
Chapter 08 Advanced Prompt Engineering/002. Few-Shot Prompting (101).en.srt 4.6 KB
Chapter 05 Vector Databases/002. Tokenization (101).en.srt 4.6 KB
Chapter 07 Prompt Engineering/003. Personas (Coding).en.srt 4.4 KB
Chapter 06 OpenAI API/005. Python Package (101).en.srt 4.3 KB
Chapter 01 Course-Introduction/003. How to work with The course (101).en.srt 4.2 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/030_FineTuneModelForSentiment/50_finetuning.py 4.2 KB
Chapter 06 OpenAI API/008. OpenAI WebUI (Coding).en.srt 4.0 KB
Chapter 04 Model Finetuning/001. Section Overview.en.srt 3.9 KB
Chapter 07 Prompt Engineering/005. Divide into sub-tasks (Coding).en.srt 3.8 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/20_tokenization_start.py 3.8 KB
Chapter 08 Advanced Prompt Engineering/009. Prompt Chaining (101).en.srt 3.6 KB
Chapter 08 Advanced Prompt Engineering/004. Chain-of-Thought (Example).en.srt 3.6 KB
Chapter 08 Advanced Prompt Engineering/012. Tree-of-Thought (101).en.srt 3.6 KB
Chapter 08 Advanced Prompt Engineering/001. Advanced Prompt Engineering (101).en.srt 3.6 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/25_sentiment_OHE.py 3.5 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/90_sentiment_embedding.py 3.4 KB
Chapter 06 OpenAI API/004. Get your API Key (Coding).en.srt 3.3 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/030_FineTuneModelForSentiment/30_simple_model.py 3.2 KB
Chapter 07 Prompt Engineering/006. Provide Examples (Coding).en.srt 3.2 KB
Chapter 06 OpenAI API/006. Python Package (Coding).en.srt 3.1 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/011. Text Summarization (Coding).en.srt 3.1 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/060_Capstone_IPCC/20_rag_end.py 3.1 KB
Chapter 10 Capstone Project Chatbot/001. Webapp Climate Change Chatbot (101).en.srt 3.0 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/30_movies_end.py 3.0 KB
Chapter 01 Course-Introduction/004. How to get the material (Coding).en.srt 3.0 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/050_RAG/20_rag_end.py 3.0 KB
Chapter 08 Advanced Prompt Engineering/014. Self-Feedback (Example).en.srt 2.9 KB
Chapter 12 Data Augmentation/005. Data Augmentation Contextual Augmentation (Coding).en.srt 2.9 KB
Chapter 09 Retrieval-Augmented Generation (RAG)/002. RAG Coding - The Final Result.en.srt 2.9 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/002. Huggingface (101).en.srt 2.8 KB
Chapter 12 Data Augmentation/003. Data Augmentation Replacement with Synonyms (Coding).en.srt 2.7 KB
Chapter 02 NLP-Introduction/004. Sentiment OHE Coding Intro.en.srt 2.6 KB
Chapter 08 Advanced Prompt Engineering/013. Self-Feedback (101).en.srt 2.6 KB
Chapter 08 Advanced Prompt Engineering/006. Self-Consistency Chain-of-Thought (101).en.srt 2.6 KB
Chapter 07 Prompt Engineering/004. Delimiters (Coding).en.srt 2.4 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/095_AdvancedPromptEngineering/30_SelfFeedback_end.py 2.4 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/60_TextSummarization.py 2.4 KB
Chapter 14 Final Section/001. Closing Remarks.en.srt 2.4 KB
Chapter 12 Data Augmentation/007. Data Augmentation Fill-Mask (Coding).en.srt 2.3 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/095_AdvancedPromptEngineering/20_SelfConsistencyCoT_end.py 2.3 KB
Chapter 04 Model Finetuning/006. Huggingface Trainer (101).en.srt 2.3 KB
Chapter 05 Vector Databases/003. Tokenization (Practical).en.srt 2.3 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/015. Fill-Mask (Coding).en.srt 2.1 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/40_multimodal_end.py 2.1 KB
Chapter 08 Advanced Prompt Engineering/011. Reflection (101).en.srt 2.1 KB
Chapter 06 OpenAI API/001. Section Overview.en.srt 2.0 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/013. Translation (Coding).en.srt 2.0 KB
Chapter 02 NLP-Introduction/010. GloVe Word Cluster (101).en.srt 2.0 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/13_summarization.py 2.0 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/006. Named Entity Recognition (101).en.srt 1.9 KB
Chapter 02 NLP-Introduction/012. Sentiment with Embedding (101).en.srt 1.9 KB
Chapter 01 Course-Introduction/002. Who am I.en.srt 1.9 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/40_ZeroShotClassification.py 1.9 KB
Chapter 12 Data Augmentation/004. Data Augmentation Random Cropping (Coding).en.srt 1.9 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/060_Capstone_IPCC/30_app_start.py 1.8 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/70_word_cluster_end.py 1.8 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/007. Named Entity Recognition (Coding).en.srt 1.8 KB
Chapter 05 Vector Databases/005. Bible Vector DB - The Full Picture.en.srt 1.8 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/060_Capstone_IPCC/30_app_end.py 1.7 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/009. Question Answering (Coding).en.srt 1.7 KB
Chapter 08 Advanced Prompt Engineering/010. Prompt Chaining (Example).en.srt 1.7 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/004. Text Classification (101).en.srt 1.7 KB
Chapter 08 Advanced Prompt Engineering/007. Self-Consistency Chain-of-Thought (Example).en.srt 1.7 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/010. Text Summarization (101).en.srt 1.5 KB
Chapter 08 Advanced Prompt Engineering/016. Self-Critique (101).en.srt 1.5 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/010_IntroToNLP/50_glove_intro.py 1.5 KB
Chapter 06 OpenAI API/009. Cost (101).en.srt 1.4 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/095_AdvancedPromptEngineering/10_CoT_end.py 1.3 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/30_movies_start.py 1.3 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/014. Fill-Mask (101).en.srt 1.3 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/095_AdvancedPromptEngineering/20_SelfConsistencyCoT_start.py 1.2 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/008. Question Answering (101).en.srt 1.2 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/012. Translation (101).en.srt 1.2 KB
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/080_OpenSourceLLM/020_Llama2_end.py 1.1 KB
Chapter 03 Apply Huggingface for Pre-Trained Models/001. Section Overview.en.srt 1.1 KB
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/LICENSE 1.0 KB
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/080_OpenSourceLLM/020_Llama2_start.py 929 bytes
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/060_Capstone_IPCC/20_rag_start.py 661 bytes
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/110_Miscellanious/claude_test.py 572 bytes
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/040_VectorDatabase/40_multimodal_start.py 446 bytes
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/09_general_use.py 443 bytes
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/100_DataAugmentation/050_contextual_augmentation.py 283 bytes
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/100_DataAugmentation/060_word_embeddings.py 281 bytes
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/100_DataAugmentation/040_random_crop.py 266 bytes
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/020_ApplyPretrainedModels/10_named_entity_recognition.py 235 bytes
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z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/AppliedNLPMaterial-master/100_DataAugmentation/070_fill_mask.py 118 bytes
z.Applied-Generative-AI-and-Natural-Language-Processing-with-Python-main/README.md 67 bytes

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