Udemy - Mastering Semantic Kernel By Creating Projects

[riversongs]

Free Download Udemy - Mastering Semantic Kernel By Creating Projects
Published: 3/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 6.29 GB | Duration: 8h 28m
Learn to harness the potential of Semantic Kernel and build advanced AI applications using OpenAI and Azure OpenAI.

What you'll learn
Fundamentals of Semantic Kernel
Kernel Creation
Generating Images, Text, Audio, and Transcriptions Using AI
Using Chat Histories
Using and Creating Native Plugins
Prompting Techniques
Using Vector Stores
Textual Search
Requirements
Basic programming knowledge (ideally in C# or .NET)
Willingness to learn and experiment with Semantic Kernel and AI plugins
OpenAI account or access to Azure OpenAI services
Description
Do you want to integrate artificial intelligence into your applications efficiently and effectively? This course is your gateway to the world of Semantic Kernel, a powerful Microsoft tool that enables you to enhance your developments with language models (LLMs) like OpenAI and Azure OpenAI.What will you learn in this course?VectorStores and Semantic Search: Learn how to use embeddings to store and retrieve information efficiently, reducing token consumption and optimizing queries.Integration with OpenAI and Azure OpenAI Models: Generate embeddings, process text, and perform vector searches using technologies like TextEmbeddingADA002.Retrieval-Augmented Generation (RAG): Improve AI model accuracy by combining web searches and vector databases with Semantic Kernel.Process Automation with Plugins: Implement custom plugins in C# to connect external APIs and perform specialized tasks.Application Development with Semantic Kernel: Build everything from interactive chatbots to automated content generators for WordPress and podcasts.Integration with FFmpeg: Extract audio from videos, transcribe content with Whisper, and generate clips for social media automatically.Advanced Prompt Engineering and Templates: Learn how to structure effective prompts using YAML, Handlebars, and Liquid to optimize AI interactions.Who is this course for?Developers looking to implement AI in their applications using .NET and C#Data scientists and NLP specialists who want to enhance their models with vector searchesContent creators and automation enthusiasts interested in generating text, audio, and images with AIProfessionals seeking to master advanced Semantic Kernel techniques and its integration with OpenAI and AzureWhy take this course?100% hands-on: Real-world projects from installation to final implementationCutting-edge technology: Learn to leverage Semantic Kernel, a key SDK for developing AI copilots and intelligent assistantsPractical use cases: From intelligent chatbots to automated WordPress posts and AI-generated podcastsSupport and community: Access an active community and updated materials featuring the latest AI toolsIf you want to take AI to the next level and integrate it into real-world projects, this course is for you.Enroll now and become an expert in Semantic Kernel and applied AI!
Overview
Section 1: Introducción
Lecture 1 What is Semantic Kernel?
Lecture 2 Semantic Kernel Components
Lecture 3 Benefits and Use Cases
Lecture 4 Setting Up a VS 2022 Project with Semantic Kernel
Section 2: The Kernel - Core Engine
Lecture 5 Understanding Kernel as orchestrator
Lecture 6 The Builder pattern
Lecture 7 Builder Pattern Demo
Lecture 8 Creating an API Key to connect to OpenAI
Lecture 9 Creating an API Key to connect to Azure OpenAI
Lecture 10 Creating the project, environment variables and Kernels
Lecture 11 Chat Completion using Semantic Kernel
Lecture 12 Chat Completion Streaming using Semantic Kernel
Lecture 13 Generating images using Semantic Kernel
Lecture 14 Generating Audio Files using Semantic Kernel
Lecture 15 Extracting Text from Audio using Semantic Kernel
Section 3: Workshop - Creating Blog Posts using Semantic Kernel
Lecture 16 About the project
Lecture 17 Creating the project and configuring the Kernels
Lecture 18 Generating the Blog Post
Lecture 19 Generating a Featured Image for the blog post
Lecture 20 Generating the Blog Post Audio File
Lecture 21 Publishing the content on Wordpress
Section 4: Getting Started with Chat Completion
Lecture 22 Using the Chat Completion Service
Lecture 23 Adding Chat History
Lecture 24 Multi-modal chat completion
Section 5: Workshop - Creating a Multi-modal Chat Application
Lecture 25 Introduction to the Section
Lecture 26 Creating and setting up the project
Lecture 27 Displaying chat instructions
Lecture 28 Interacting with the chat service
Lecture 29 Adding the ability to read images
Section 6: Plugins
Lecture 30 The foundation of plugins in Semantic Kernel
Lecture 31 Creating Kernel Functions
Lecture 32 Creating Native Plugins
Lecture 33 Creating your first native plugins
Lecture 34 Using built-in plugins
Lecture 35 Function Calling
Lecture 36 Function Calling in Semantic Kernel
Lecture 37 Function Calling in Action
Lecture 38 AddFromObject vs AddFromType
Lecture 39 Function Choice Behavior
Lecture 40 Function Invocation
Lecture 41 Dealing with complete objects as parameters
Lecture 42 Adding OpenAPI plugins
Section 7: Workshop - Create a Video Insights app
Lecture 43 Introduction to the Section
Lecture 44 Creating and configuring the initial project
Lecture 45 Installing ffmpeg
Lecture 46 Extracting the audio file from a video file
Lecture 47 Compressing the audio File for transcription
Lecture 48 Implementing Speech to Text to get the transcription
Lecture 49 Cutting video highlights
Lecture 50 Burning subtitles
Section 8: Prompts
Lecture 51 Prompting fundamentals
Lecture 52 Using Semantic Kernel prompt templates
Lecture 53 Converting prompts to ChatHistory instances
Lecture 54 Using variables in prompt templates
Lecture 55 Handlebars Prompt Templates
Lecture 56 Liquid Prompt Templates
Lecture 57 Separating prompt templates into YAML files
Section 9: Workshop - Create a Podcast Generator App
Lecture 58 Introduction to the Section
Lecture 59 Configuring the project
Lecture 60 Input Data Collection
Lecture 61 Markdown Conversion
Lecture 62 Generating the first draft
Lecture 63 Generating the Podcast Script
Lecture 64 Generating the Conclusion
Lecture 65 Podcast Generation
Section 10: Memory (Vector Stores) and Text Search
Lecture 66 What are Embeddings and Vector Stores?
Lecture 67 Defining your Data Model
Lecture 68 Generating embeddings and saving in Vector Stores
Lecture 69 Performing Vector Search
Lecture 70 Text Search
Lecture 71 Text Search Plugins
Lecture 72 Text Search Plugins - Function Calling
Lecture 73 Text Search with Vector Stores
Students and professionals who want to expand their toolkit for building intelligent applications with natural language processing.,Entrepreneurs and AI solution creators interested in leveraging AI service capabilities.,Developers who want to integrate AI into their applications.,Anyone interested in building applications with advanced AI capabilities.

Homepage:

https://www.udemy.com/course/mastering-semantic-kernel/

DOWNLOAD NOW: Udemy - Mastering Semantic Kernel By Creating Projects

Rapidgator Links Download
https://rg.to/file/dd150b2213cb3a50f4883fece97ff098/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part1.rar.html
https://rg.to/file/bccd780089824a929dd981f7f2372426/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part2.rar.html
https://rg.to/file/f5023fbe029999d82cee6623ce68a6fd/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part3.rar.html
https://rg.to/file/98ee48c708a8de96c51561bd47998ff9/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part4.rar.html
https://rg.to/file/b30484edafd5cbbd4083533be094c302/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part5.rar.html
https://rg.to/file/7b7af6cb20afb9eedf284890b5a66dc2/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part6.rar.html
https://rg.to/file/f033c27a676bb26d82f5cb3cf7048849/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part7.rar.html
Fikper Links Download
https://fikper.com/N0y5DmneMr/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part1.rar.html
https://fikper.com/2afzRBNadO/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part2.rar.html
https://fikper.com/jIRmwBBwZg/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part3.rar.html
https://fikper.com/tSUcCI8c2a/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part4.rar.html
https://fikper.com/JOmSjqIXrv/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part5.rar.html
https://fikper.com/yylwJkE5sL/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part6.rar.html
https://fikper.com/kfZ8kg9MZ2/ggffm.Mastering.Semantic.Kernel.By.Creating.Projects.part7.rar.html

:

No Password - Links are Interchangeable