Udemy Unstructured Data Preprocessing for RAG Apps And LLMs-NEW

Started by AD-TEAM, Oct 15, 2024, 07:40 PM

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AD-TEAM


2.36 GB | 00:08:13 | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

Files Included :
1  Introductions and What the Course is About and Prerequisites  (64.09 MB)
2  Course Structure  (21.05 MB)
1  What's Next  (63.78 MB)
1  Development Environment Setup - Overview  (27.49 MB)
2  Setup OpenAI API Account and API Key  (45.61 MB)
3  Setup the Unstructured Account and FREE API Key  (27.25 MB)
4  Unstructured Framework Test Run  (41.13 MB)
1  Data Preprocessing Deep Dive - Overview  (101.36 MB)
2  Data Preprocessing for LLMs Overview - Why Data Preprocessing is Hard  (9.07 MB)
3  Challenges with Unstructured Data  (15.64 MB)
4  How Content Extraction Works - Cleaning and Data Normalization  (51.27 MB)
5  Chunking and Structuring Data and Workflow Orchestration  (132.91 MB)
6  The Unstructured Framework - The Whole Workflow and Overview  (139.21 MB)
1  Check in  (20.98 MB)
1  Hands-on Preprocessing a PDF File and Dissecting the Extracted JSON Data  (113.89 MB)
2  Hands-on Preprocessing a PPTX (PowerPoint) File  (69.02 MB)
3  Hands-on Preprocessing an HTML File  (21.75 MB)
4  Benefits of Normalizing Content - Summary  (62.64 MB)
1  Content Chunking and Metadata Extraction - Overview  (96.34 MB)
2  Finding Elements Associated with Chapters - Hands-on  (85.82 MB)
3  Semantic Similarity - Hybrid Search and Saving Documents to Vector Database  (95.34 MB)
4  Code Restructuring - Avoid Multiple Document Preprocessing  (22.81 MB)
5  Semantic Similarity Challenges - Information Recency Criteria  (70.46 MB)
6  Chunking for Document Elements and Benefits - Full Overview  (146.06 MB)
7  Chunking Document Content - Hands-on  (41.69 MB)
8  Summary  (18.82 MB)
1  Preprocessing Complex Documents - PDFs and Images - Overview  (13.15 MB)
2  Document Image Analysis Methods Document Layout Detector and Visual Transformer  (73.08 MB)
3  Advantages and Disadvantages of ViT and DLD  (46.27 MB)
4  Preprocessing HTML and PDF files - Fast  (44.38 MB)
5  Preprocessing with Document Layout Detection and Comparing the Results  (82.09 MB)
6  Table Content Extraction - Hands-on  (68.39 MB)
7  Summarizing the Table Data with LangChain - Hands-on  (47.74 MB)
1  Put it All Together - Build a RAG System Using What You've Learned - Overview  (18.94 MB)
2  Preprocessing a PDF File and Showing Tabular Content as Well - Part 1  (60.25 MB)
3  Filtering out References and Headers from PDF - Part 2  (60.09 MB)
4  Preprocess PPTX & MD File and Save Document Elements to Vector Database Part 3  (72.59 MB)
5  Chat with Your Own Documents - PDF - Part 4  (140.22 MB)
6  Chat with Your Own Documents - MD and PPTX Documents - Final  (80.15 MB)
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