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Udemy - Master Vertex AI - Leveraging LLMs with Text-Embeddings API



Size :1.3 GB
Peers : Seeders : 0      Leechers : 0
Added : 5 hours ago » by freecoursewb » in Other
Language : English
Last Updated :5 hours ago
Info_Hash :B4EABE38FE4976EFF51B6F522465622BE26E77E4

Torrent File Contents

Udemy - Master Vertex AI - Leveraging LLMs with Text-Embeddings API
  Get Bonus Downloads Here.url
  -  182 Bytes

  ~Get Your Files Here !/1 - Introduction/1 - Introduction and About the Course Prerequisites.mp4
  -  12.94 MB

  ~Get Your Files Here !/1 - Introduction/2 - Course Structure.mp4
  -  3.94 MB

  ~Get Your Files Here !/2 - Download Source Code/3 - Download Source code.html
  -  171 Bytes

  ~Get Your Files Here !/3 - Development Environment Setup Google Cloud Platform Setup/4 - Development Environment Setup and API Costs Overview.mp4
  -  11.84 MB

  ~Get Your Files Here !/3 - Development Environment Setup Google Cloud Platform Setup/5 - Google Cloud Setup.mp4
  -  54.62 MB

  ~Get Your Files Here !/3 - Development Environment Setup Google Cloud Platform Setup/6 - Handson Testing the Vertex AI Generated a Sentence Embedding.mp4
  -  52.41 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
  -  16.38 MB

  ~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/11 - Task Types and Benefits.mp4
  -  21.59 MB

  ~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/12 - Multimodal Embeddings Diagram.mp4
  -  10.66 MB

  ~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/13 - Handson Embeddings Length Dimension.mp4
  -  40.99 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
  -  59.25 MB

  ~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/15 - Handson Visualize Embeddings.mp4
  -  124.01 MB

  ~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/16 - Summary.mp4
  -  9.19 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
  -  57.27 MB

  ~Get Your Files Here !/4 - Vertex AI Text Embedding API and Embeddings Crash Course Deep Dive/8 - OPTIONAL Embeddings Crash Course.mp4
  -  22.22 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
  -  32.33 MB

  ~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/17 - TextGenerationModel Generating Text Using bison Model.mp4
  -  46.26 MB

  ~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/18 - Handson Text Generation Classification Use Case.mp4
  -  65.24 MB

  ~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/19 - Handson Extract Information into Tables and JSON Formats.mp4
  -  34.57 MB

  ~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/20 - Handson Controlling Temperature for the Model.mp4
  -  24.24 MB

  ~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/21 - Handson TopK and TopP.mp4
  -  32.05 MB

  ~Get Your Files Here !/5 - Text Generation with Vertex AI Text Embedding API/22 - Handson Transcript Summarization and Extraction.mp4
  -  56.91 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
  -  248.99 MB

  ~Get Your Files Here !/6 - Handson Application and Realworld Use Cases of Embeddings/24 - Build Your RAG System with the StackOverflow Data.mp4
  -  238.73 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
  -  57.43 MB

  ~Get Your Files Here !/7 - Next Steps/26 - Course Summary and Next Steps.mp4
  -  10.8 MB

  ~Get Your Files Here !/Bonus Resources.txt
  -  386 Bytes



Torrent Description

Master Vertex AI: Leveraging LLMs with Text-Embeddings API

https://DevCourseWeb.com

Published 8/2024
Duration: 1h51m | Video: .MP4, 1920x1080 30 fps | Audio: AAC, 44.1 kHz, 2ch | Size: 1.31 GB
Genre: eLearning | Language: English

Master Google Cloud Vertex AI: Harness LLMs & Text-Embeddings API to Build Advanced AI Solutions & Drive Insights

What you'll learn
Master the Fundamentals of Google Cloud Vertex AI: Gain a comprehensive understanding of Vertex AI, including its architecture, key features
Leverage Large Language Models (LLMs) in Vertex AI: Learn how to utilize pre-trained LLMs for natural language processing tasks such as text generation
Optimize Text Embeddings for Specific Tasks: Discover how to create and optimize text embeddings using the Text-Embeddings API for tasks like document retrieval
Apply AI Techniques to Real-World Scenarios: Develop the skills to build advanced AI solutions, such as Retrieval-Augmented Generation (RAG) systems

Requirements
Basic Understanding of Machine Learning
Basic of Python