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Coding with Generative AI · LearnSpace
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Coding with Generative AI

Курс от Fractal Analytics
Средний≈ 12 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This microlearning course (approximately 3 hours) provides an introductory exploration of the fundamental concepts of Generative AI with a specific focus on its application for coders. You will gain an understanding of the underlying principles of generative AI and learn how to effectively use it in your coding applications. By the end of this course, you will be able to, discuss the Fundamental Concepts of Generative AI, and apply generative AI tools and techniques to solve real-world coding challenges. You'll learn the fundamentals of neural network architectures, generative models, and the use of generative AI to generate codes quickly and efficiently. You will also learn to implement functions and classes, as well as about procedural code into object-oriented code, fixing syntax errors and code corrections using generative AI. You will also learn about the fundamental differences between exact search and semantic search. This is the first course in the series of courses, where you will learn about the nuances of coding using generative AI. The course is suited for Generative AI enthusiasts, GenAI Engineers, AI Engineers, Data Scientists, Data Engineers, and Solution Architects. To be successful in this course, you should have a curious mind, an understanding of programming languages, especially Python, and a basic knowledge of generative AI technologies and platforms.

Навыки, которые вы освоите

DebuggingGenerative AIObject Oriented Programming (OOP)Computer ProgrammingProgramming PrinciplesGenerative Model ArchitecturesCritical ThinkingArtificial Neural NetworksAI literacyPython Programming

Программа курса

2 модулей · 43 учебных материалов

01Course Introduction19 материалов

Course Introduction

Course introductionВидеоCourse syllabus ЧтениеWhat is GenAI?ВидеоDisclaimerЧтение

Getting Started with Python

Учитесь у экспертов

Fractal Analytics Academy

Преподаватель курса

Coding with Generative AI
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в новой вкладке

Обучение на Coursera

≈ 12 ч

2 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Ория, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
What is python?Видео
Python: Installation Guide Чтение
Working with Jupyter notebooksВидео
Working Effectively with Jupyter NotebooksЧтение
Creating your First Program with PythonЧтение
Python Foundations Check: Preparing for Advanced ApplicationsDIALOGUE
Python Lab - Hone your Python SkillsЛабораторная

Introduction to Generative AI

Neural network architecturesЧтениеGenerative modelsВидеоSuggested Reading: The future of coding with Generative AIЧтениеCode generation with GenAIВидеоCan GenAI be trusted with generated code?ЧтениеYour First Day as a Junior Developer: Navigating GenAI Coding AssistanceDIALOGUEIntroduction to GenAI in CodingЗаданиеExploring GenAI in CodingЗадание
02Generate code with GenAI24 материалов

Coding with GenAI

Generate code more quickly and efficientlyВидео2-dimensional array to one dimensional arrayВидеоResources 1: Example CSV and PromptsЧтение2-dimensional array to one dimensional arrayЛабораторнаяImplement functions and classesВидеоResources 2: Example CSV and PromptsЧтениеImplement functions and classesЛабораторнаяProcedural code into object-oriented codeВидеоProcedural code into object-oriented codeЛабораторнаяExplain and fix syntax errorsВидеоSuggest code correction to fix syntax errorsВидеоCode Correction & Fixing Syntax ErrorsЛабораторнаяPotential pitfalls & Ethical ConsiderationsОбсуждениеStackOverflow vs ChatGPTЧтениеGenAI in CodingЗаданиеCoding with Generative AIЗаданиеSuggested Reading: Things to remember while coding with Generative AIЧтениеProject: AI-Assisted Mad Libs GeneratorЗадание

Bonus Reading

CongratulationsЧтениеAcknowledgmentsЧтениеCouncil Post: Generative AI’s Role in Shaping the Future of Technology and ProgrammingPLUGINFuture of software development with generative AIЧтениеThe Future of AI & Generative PLUGINIntroducing Devin - the First AI Software EngineerPLUGIN