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Understanding Generative AI Core Concepts · LearnSpace
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Understanding Generative AI Core Concepts

Курс от Packt
Средний≈ 3.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. In this course, you will gain a deep understanding of generative AI, its core concepts, and practical applications. Starting with the fundamentals of AI and machine learning, the course covers how these technologies have evolved and how they are shaping industries. You will explore the potential of generative AI, focusing on its use in real-world scenarios like software development and language models. The course then takes you through the essential development environment setup, ensuring that you are equipped with the right tools for hands-on experience. From configuring Visual Studio Code to setting up .NET environments, you will have a solid foundation to work with the latest AI tools and frameworks. Targeting professionals in AI development and related fields, this course requires no prior coding experience. However, familiarity with machine learning concepts will enhance your learning experience. Suitable for beginners and intermediate learners, this course equips you with the knowledge to leverage generative AI in your career. By the end of the course, you will be able to understand generative AI's core principles, use Azure and GitHub Copilot tools, effectively prompt AI models, and apply AI solutions in software development.

Навыки, которые вы освоите

Generative AIPrompt EngineeringGitHub Copilot.NET FrameworkArtificial IntelligenceMicrosoft Visual StudioSoftware InstallationMachine LearningArtificial Intelligence and Machine Learning (AI/ML)Development EnvironmentMicrosoft Development ToolsMicrosoft AzureAI literacyOpenAISoftware Development ToolsLarge Language ModelingIntegrated Development EnvironmentsResponsible AI

Программа курса

4 модулей · 30 учебных материалов

01Introduction1 материалов

Introduction

IntroductionВидео
02Introduction to Machine Learning and AI8 материалов

Introduction to Machine Learning and AI

Section OverviewВидеоOverview and History of AIВидеоOverview of Machine LearningВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Understanding Generative AI Core Concepts
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 3.7 ч

4 модулей

Язык: Английский

Часть программы вашего университета
What is Generative AI?Видео
Ethical Implications of AIВидео
Section ReviewВидео
Fundamentals of AI, Machine Learning, and Generative AIDIALOGUE
Introduction to Machine Learning and AIЗадание
03Development Environment Setup6 материалов

Development Environment Setup

Section OverviewВидеоVisual Studio and .NET Versions CheckВидеоVisual Studio Code SetupВидеоSection ReviewВидеоSetting Up Your .NET Development EnvironmentDIALOGUEDevelopment Environment SetupЗадание
04Generative AI Tools and Copilots15 материалов

Generative AI Tools and Copilots

Section OverviewВидеоWhat is Generative AI?ВидеоDifferent Language ModelsВидеоUsing Azure OpenAI ModelsВидеоUnderstanding CopilotsВидеоUsing Microsoft CopilotВидеоEffective PromptingВидеоUnderstanding GitHub CopilotВидеоCreate GitHub Copilot AccountВидеоUsing GitHub Copilot with VS CodeВидеоDeveloping CopilotsВидеоSection ReviewВидеоGenerative AI Tools and Copilots AssessmentЗаданиеFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание