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Programming with Generative AI · LearnSpace
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Programming with Generative AI

Курс от Indian Institute of Technology Guwahati
Начальный≈ 8 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Our "Programming with Generative AI" course takes you on a practical journey, exploring how generative AI tools can transform your coding workflow. Whether you're a software developer, tech lead, or AI enthusiast, this hands-on program is designed for you. Learn by doing: - Dive deep into GitHub Copilot, the innovative tool co-developed by OpenAI and GitHub. - Master this powerful technology through hands-on examples. - Seamlessly integrate generative AI into your workflow for a more efficient and creative coding experience. Stay ahead of the curve: - Gain a deep understanding of Generative AI's potential in software development. - Unlock new possibilities and revolutionise the way you code. - Become a leader in the future of software development innovation. Here's what you need to get started: - Visual Studio Code: You'll need to install this free code editor. We provide instructions! - Python: You'll need Python installed on your computer. Don't worry, we have instructions for that too! - GitHub Copilot subscription: This is a paid service, but it's key for using Copilot in this course. Join us and unleash the power of generative AI!

Навыки, которые вы освоите

Generative AIGitHub CopilotVibe codingGitHubMachine Learning MethodsDevelopment Environment

Программа курса

3 модулей · 30 учебных материалов

01Generative AI Tools for Programming13 материалов

Getting Started

Course OverviewВидеоMeet Your Instructor and Course OverviewЧтениеWhy Generative AI for Software Development?ВидеоIntroduction to Code Companion ToolsВидео

Учитесь у экспертов

Debanga Raj Neog

Assistant Professor

Programming with Generative AI
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Китайский (Китай), Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Русский, Индонезийский, Испанский, Дари, Японский, Венгерский

Часть программы вашего университета
Your Programming PathDIALOGUE

GitHub Copilot

Why GitHub Copilot?ВидеоCopilot OverviewВидеоCopilot and Code EditorsВидеоPractice Quiz: Generative AI Tools for ProgrammingЗаданиеSubscribing to GitHub CopilotВидеоInstallation: Python and Visual Studio CodeЧтениеCopilot Extension in Visual Studio CodeВидео

Assignments

Graded Quiz: Generative AI Tools for ProgrammingЗадание
02Undertaking a Machine Learning Project using GitHub Copilot7 материалов

Project using Copilot

Deploying a Machine Learning Project using Gen AI ToolsВидеоProject Step 1: Importing Data using CopilotВидеоProject Step 2: Data Exploration using CopilotВидеоProject Step 3: Using Copilot for Model Training and TestingВидео

Inline Copilot Chat

Coding with Inline Copilot Chat Видео

Lab and Assignment

Practice Lab: Palindrome DetectionЛабораторнаяGraded Quiz: Machine Learning with GitHub CopilotЗадание
03Solving Problems using GitHub Copilot10 материалов

Problem 1 : Constructing Height Balanced Binary Search Tree

The Problem - Constructing Height Balanced Binary Search TreeВидеоSolving Constructing Height Balanced Binary Search Tree using CopilotВидео

Problem 2: Two Sum Problem

The Problem : Two Sum Problem in Data Structures and AlgorithmsВидеоSolving the Two Sum Problem using CopilotВидео

Problem 3: Image Blurring

The Problem: Blurring an ImageВидеоBlurring an Image using CopilotВидео

Lab and Assignment

Practice Lab: Image Edge DetectionЛабораторнаяGraded Quiz: Solving Miscellaneous ProblemsЗадание

Wrap Up

Limitations and Challenges of Gen AI ToolsВидеоWrap Up and Next StepsВидео