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Udemy - Master Vertex AI - Leveraging LLMs With Text-Embeddings API
~Get Your Files Here !/1 - Introduction/1 - Introduction and About the Course Prerequisites.mp4
12.9 MB
~Get Your Files Here !/1 - Introduction/2 - Course Structure.mp4
3.9 MB
~Get Your Files Here !/2 - Download Source Code/3 - Download Source code.html
171 B
~Get Your Files Here !/3 - Development Environment Setup Google Cloud Platform Setup/4 - Development Environment Setup and API Costs Overview.mp4
11.8 MB
~Get Your Files Here !/3 - Development Environment Setup Google Cloud Platform Setup/5 - Google Cloud Setup.mp4
54.6 MB
~Get Your Files Here !/3 - Development Environment Setup Google Cloud Platform Setup/6 - Handson Testing the Vertex AI Generated a Sentence Embedding.mp4
52.4 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/10 - The Embeddings API Text vs Multimodal Embeddings Overview.mp4
16.4 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/11 - Task Types and Benefits.mp4
21.6 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/12 - Multimodal Embeddings Diagram.mp4
10.7 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/13 - Handson Embeddings Length Dimension.mp4
41 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/14 - Handson Run Cosine Similarity Search on Different Sentences.mp4
59.2 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/15 - Handson Visualize Embeddings.mp4
124 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/16 - Summary.mp4
9.2 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/7 - Introduction to Vertex AI and Capabilities Overview.mp4
57.3 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/8 - OPTIONAL Embeddings Crash Course.mp4
22.2 MB
~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/9 - How are Embeddings Used in GenAI and LLMs and Use Cases.mp4
32.3 MB
~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/17 - TextGenerationModel Generating Text Using bison Model.mp4
46.3 MB
~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/18 - Handson Text Generation Classification Use Case.mp4
65.2 MB
~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/19 - Handson Extract Information into Tables and JSON Formats.mp4
34.6 MB
~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/20 - Handson Controlling Temperature for the Model.mp4
24.2 MB
~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/21 - Handson TopK and TopP.mp4
32.1 MB
~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/22 - Handson Transcript Summarization and Extraction.mp4
56.9 MB
~Get Your Files Here !/6 - Handson Application and Realworld Use Cases of Embeddings/23 - Cluster Visualization of StackOverflow Question and Answers in 2D.mp4
249 MB
~Get Your Files Here !/6 - Handson Application and Realworld Use Cases of Embeddings/24 - Build Your RAG System with the StackOverflow Data.mp4
238.7 MB
~Get Your Files Here !/6 - Handson Application and Realworld Use Cases of Embeddings/25 - Scale with the Approximate Nearest Neighbor Search HNSW vs Cosine Similarity.mp4
57.4 MB
~Get Your Files Here !/7 - Next Steps/26 - Course Summary and Next Steps.mp4
