Archived
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01-Introduction\01-introductions_and_what_the_course_is_about_and_prerequisites.mp4
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01-Introduction\02-course_structure.mp4
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01-Introduction\03-full_course_resources_instructions.html |
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02-Development_Environment_Setup\01-development_environment_setup_overview.mp4
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02-Development_Environment_Setup\02-setup_openai_api_account_and_api_key.mp4
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02-Development_Environment_Setup\03-setup_the_unstructured_account_and_free_api_key.mp4
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02-Development_Environment_Setup\04-unstructured_framework_test_run.mp4
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03-Data_Preprocessing_For_Llms_Deep_Dive\01-data_preprocessing_deep_dive_overview.mp4
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03-Data_Preprocessing_For_Llms_Deep_Dive\02-data_preprocessing_for_llms_overview_why_data_preprocessing_is_hard.mp4
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03-Data_Preprocessing_For_Llms_Deep_Dive\03-challenges_with_unstructured_data.mp4
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03-Data_Preprocessing_For_Llms_Deep_Dive\04-how_content_extraction_works_cleaning_and_data_normalization.mp4
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03-Data_Preprocessing_For_Llms_Deep_Dive\05-chunking_and_structuring_data_and_workflow_orchestration.mp4
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03-Data_Preprocessing_For_Llms_Deep_Dive\06-the_unstructured_framework_the_whole_workflow_and_overview.mp4
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04-Hands_On_The_Unstructured_Framework_Preprocessing_Html_Pdfs_Pptx_Documents\01-hands_on_preprocessing_a_pdf_file_and_dissecting_the_extracted_json_data.mp4
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04-Hands_On_The_Unstructured_Framework_Preprocessing_Html_Pdfs_Pptx_Documents\02-hands_on_preprocessing_a_pptx_powerpoint_file.mp4
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04-Hands_On_The_Unstructured_Framework_Preprocessing_Html_Pdfs_Pptx_Documents\03-hands_on_preprocessing_an_html_file.mp4
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04-Hands_On_The_Unstructured_Framework_Preprocessing_Html_Pdfs_Pptx_Documents\04-benefits_of_normalizing_content_summary.mp4
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05-Chunking_And_Metadata_Extraction\01-content_chunking_and_metadata_extraction_overview.mp4
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05-Chunking_And_Metadata_Extraction\02-finding_elements_associated_with_chapters_hands_on.mp4
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05-Chunking_And_Metadata_Extraction\03-semantic_similarity_hybrid_search_and_saving_documents_to_vector_database.mp4
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05-Chunking_And_Metadata_Extraction\04-code_restructuring_avoid_multiple_document_preprocessing.mp4
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05-Chunking_And_Metadata_Extraction\05-semantic_similarity_challenges_information_recency_criteria.mp4
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05-Chunking_And_Metadata_Extraction\06-chunking_for_document_elements_and_benefits_full_overview.mp4
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05-Chunking_And_Metadata_Extraction\07-chunking_document_content_hands_on.mp4
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05-Chunking_And_Metadata_Extraction\08-summary.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\01-preprocessing_complex_documents_pdfs_and_images_overview.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\02-document_image_analysis_methods_document_layout_detector_and_visual_transformer.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\03-advantages_and_disadvantages_of_vit_and_dld.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\04-preprocessing_html_and_pdf_files_fast.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\05-preprocessing_with_document_layout_detection_and_comparing_the_results.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\06-table_content_extraction_hands_on.mp4
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06-Preprocessing_Complex_Documents_Pdfs_And_Images\07-summarizing_the_table_data_with_langchain_hands_on.mp4
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07-Build_A_Rag_System_Using_Learned_Techniques_Full_Use_Case\01-put_it_all_together_build_a_rag_system_using_what_you_ve_learned_overview.mp4
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07-Build_A_Rag_System_Using_Learned_Techniques_Full_Use_Case\02-preprocessing_a_pdf_file_and_showing_tabular_content_as_well_part_1.mp4
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07-Build_A_Rag_System_Using_Learned_Techniques_Full_Use_Case\03-filtering_out_references_and_headers_from_pdf_part_2.mp4
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07-Build_A_Rag_System_Using_Learned_Techniques_Full_Use_Case\04-preprocess_pptx_md_file_and_save_document_elements_to_vector_database_part_3.mp4
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07-Build_A_Rag_System_Using_Learned_Techniques_Full_Use_Case\05-chat_with_your_own_documents_pdf_part_4.mp4
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07-Build_A_Rag_System_Using_Learned_Techniques_Full_Use_Case\06-chat_with_your_own_documents_md_and_pptx_documents_final.mp4
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08-Wrap_Up\01-whats_next.mp4
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LERNSTUF\lernstuf.nfo |
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LERNSTUF\lernstuf_introduction_2025.rar |
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