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Master Vertex AI - Leveraging LLMs with Text-Embeddings API --> [ DevCourseWeb ]

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English

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1.31 GB

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b4eabe38fe4976eff51b6f522465622be26e77e4

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09-09-2024 17:34

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File	Size
Get Bonus Downloads Here.url	182.00 B
~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	171.00 B
~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	10.80 MB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ DevCourseWeb.com ] Master Vertex AI: Leveraging LLMs with Text-Embeddings API

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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

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