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Create Your Own ChatGPT Clone using Python · LearnSpace
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courseraПрограммирование

Create Your Own ChatGPT Clone using Python

Курс от Packt
Средний≈ 6.4 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. Unlock the power of AI by learning to build your own ChatGPT-powered application from scratch using Python and React. You'll gain hands-on experience integrating with the ChatGPT API, deploying backend services with FastAPI, and designing interactive front-end interfaces. By the end of the course, you’ll understand not just how to use AI, but how to create intelligent systems tailored to your needs. The course begins by grounding you in the basics—API registration, essential resources, and foundational Python usage with the ChatGPT API. As you progress, you’ll build API interaction skills and move into building and deploying your own backend using Python’s FastAPI framework. Next, you’ll shift gears to the front end, where you’ll create and style a React application that communicates with your ChatGPT backend. This prepares you for more advanced customization techniques like fine-tuning ChatGPT models for specific applications and choosing the right GPT variant for your use case. This course is ideal for Python developers, full-stack enthusiasts, and AI practitioners looking to level up. Prior experience in Python and React is recommended, and the course is best suited for learners at an intermediate level. By the end of the course, you will be able to register for and interact with the ChatGPT API, build a custom FastAPI-based backend, develop a connected React front-end, fine-tune models, and choose the best GPT variant for specific project goals.

Навыки, которые вы освоите

Model DeploymentFine-tuningFrontend IntegrationBack-End Web DevelopmentOpenAI APIModel EvaluationScalability

Программа курса

7 модулей · 35 учебных материалов

01Course Introduction5 материалов

Course Introduction

IntroductionВидеоFull Course ResourcesЧтениеRequired ResourcesВидеоPrerequisitesВидео

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Create Your Own ChatGPT Clone using Python
В каталоге вашей программы

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 6.4 ч

7 модулей

Язык: Английский

Часть программы вашего университета
ChatGPT API RegistrationВидео
02Introduction to ChatGPT Python6 материалов

Introduction to ChatGPT Python

IntroductionВидеоBasic ChatGPT API Interaction in PythonВидеоLooking at the API parameters and urlsВидеоSummaryВидеоUnderstanding GPT Parameters and SettingsDIALOGUEIntroduction to ChatGPT Python - AssessmentЗадание
03ChatGPT Python API5 материалов

ChatGPT Python API

IntroductionВидеоCreating ChatGPT API using Python FastAPIВидеоSummaryВидеоUnderstanding API Creation and Integration with ChatGPT using FastAPI and PythonDIALOGUEChatGPT Python API - AssessmentЗадание
04ChatGPT React Project6 материалов

ChatGPT React Project

IntroductionВидеоCreating React Project with ChatGPTВидеоImproving project with stylesВидеоSummaryВидеоCreating a React and ChatGPT IntegrationDIALOGUEChatGPT React Project - AssessmentЗадание
05ChatGPT Fine-Tune Models5 материалов

ChatGPT Fine-Tune Models

IntroductionВидеоCreating your own ChatGPT model solutions for Fine-Tune modelsВидеоSummaryВидеоCreating and Fine-Tuning a Custom GPT ModelDIALOGUEChatGPT Fine-Tune Models - AssessmentЗадание
06Choosing a Model for Your Project5 материалов

Choosing a Model for Your Project

IntroductionВидеоHow to choose a GPT model for your problemВидеоSummaryВидеоChoosing the Right GPT Model and SettingsDIALOGUEChoosing a Model for Your Project - AssessmentЗадание
07Course Summary3 материалов

Course Summary

Course SummaryВидеоFull Course Practice AssessmentЗаданиеFull Course AssessmentЗадание