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[ FreeCourseWeb.com ] Linkedin - Hands-On Generative AI - Applying Your Tabular Data With ChatGPT, GPT-4, and LangChain

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File Name
Size
Get Bonus Downloads Here.url
183 B
~Get Your Files Here !/01 - Introduction/01 - Talk to your data using GPT models and LangChain.mp4
2.6 MB
~Get Your Files Here !/01 - Introduction/01 - Talk to your data using GPT models and LangChain.srt
994 B
~Get Your Files Here !/01 - Introduction/02 - Introduction to course materials.mp4
2.3 MB
~Get Your Files Here !/01 - Introduction/02 - Introduction to course materials.srt
2.0 kB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/01 - Set up the development environment.mp4
11 MB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/01 - Set up the development environment.srt
3.6 kB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/02 - Load data into LangChain.mp4
8.9 MB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/02 - Load data into LangChain.srt
4.0 kB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/03 - Split documents into smaller chunks.mp4
9.2 MB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/03 - Split documents into smaller chunks.srt
4.1 kB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/04 - Vectorstores and embedding.mp4
13 MB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/04 - Vectorstores and embedding.srt
4.7 kB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/05 - Retrieve relevant chunks.mp4
12 MB
~Get Your Files Here !/02 - 1. Data Preparation with LangChain/05 - Retrieve relevant chunks.srt
4.0 kB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/01 - RAG for question answering.mp4
17 MB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/01 - RAG for question answering.srt
5.8 kB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/02 - Custom prompt template.mp4
14 MB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/02 - Custom prompt template.srt
5.9 kB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/03 - Entity detection and recognition.mp4
20 MB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/03 - Entity detection and recognition.srt
5.9 kB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/04 - Output in structured data.mp4
22 MB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/04 - Output in structured data.srt
5.3 kB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/05 - Sentiment analysis.mp4
16 MB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/05 - Sentiment analysis.srt
6.7 kB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/06 - Text summarization with a focus.mp4
15 MB
~Get Your Files Here !/03 - 2. NLP Use Cases Using LangChain and GPT/06 - Text summarization with a focus.srt
5.9 kB
~Get Your Files Here !/04 - 3. Async to Speed Up on Large Dataset/01 - Async to speed up the run.mp4
15 MB
~Get Your Files Here !/04 - 3. Async to Speed Up on Large Dataset/01 - Async to speed up the run.srt
5.9 kB
~Get Your Files Here !/05 - Conclusion/01 - Thank you.mp4
1.3 MB
~Get Your Files Here !/05 - Conclusion/01 - Thank you.srt
1.2 kB
~Get Your Files Here !/Bonus Resources.txt
386 B
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/01_01_setting_up.ipynb
11 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/01_02_loading_data.ipynb
27 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/01_03_split_documents.ipynb
32 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/01_04_vectorstore_and_embedding.ipynb
37 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/01_05_retrieval.ipynb
43 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/02_01_question_answering.ipynb
63 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/02_02_custom_prompt_template.ipynb
79 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/02_03_name_entity_recognition.ipynb
59 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/02_04_output_in_structured_data.ipynb
149 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/02_05_sentiment_analysis.ipynb
44 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/02_06_summarization.ipynb
156 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/03_01_async_to_speed_up.ipynb
629 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/Datasets/california_tour_package.csv
31 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/Datasets/conference_session_info.csv
12 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/Datasets/customer_review.csv
16 kB
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/Datasets/env.example
50 B
~Get Your Files Here !/Ex_Files_Hands_On_Gen_AI_Tabular_Data/Exercise Files/Datasets/fictitious_movie_data.csv
475 kB