Generative AI ChatGPT Text Image and Code completion

Guides and projects to guide you through all the steps required to get started with OpenAI, Codex and DALLe. APIs
Generative AI ChatGPT Text Image and Code completion
File Size :
1.11 GB
Total length :
2h 12m

Category

Instructor

Sandra L. Sorel

Language

Last update

4/2023

Ratings

4.2/5

Generative AI ChatGPT Text Image and Code completion

What you’ll learn

OpenAI API : Learn to interact with the models and perform a wide variety of natural language tasks with GPT-3
OpenAI Codex : translate natural language to code, perform code continuation
Experiment with code examples, the OpenAI playground and the API models
DALL·E API : generate images from scratch based on a text input
Learn to apply text completion and various other language-processing tasks
[PROJECT] : Build a simple application with the text completion endpoint
[PROJECT] : Generate new images from scratch with the DALL.e model
[PROJECT] : Translate natural language to code with the OpenAI Codex

Generative AI ChatGPT Text Image and Code completion

Requirements

Basics of programming language and web development : HTML & CSS
Javascript fundamentals + knowledge of ECMAScript 2015
Basic command line operations
Online Editor or IDE (recommanded : Visual code studio)
The latest version of Nodejs
Modern Browser (Chrome, Safari, Brave) and the React Developer Tools

Description

The OpenAI API is one of the most exciting advancements in the world of natural language and code processing.Its powerful models and flexible endpoints offer a wealth of possibilities for web developers looking to take their skills to the next level.In this comprehensive course, you will gain a deep understanding of the OpenAI API and its capabilities, along with hands-on experience in building your applications using Node JS, ReactJS, and NextJS.Whether you are a seasoned web developer or just starting, this course has something for everyone.# What You Will Learn :The Completions Endpoint: at the heart of the OpenAI API, the completions endpoint is flexible enough to solve a wide range of language processing tasks, including content generation, summarization, semantic search, and sentiment analysisModels: explore the different models available through the OpenAI API, including the cutting-edge GPT-3 language model, and discover how they can be used to solve unique use casesPrompt Design and Settings: master the art of prompt design and settings and learn how they can impact the API’s outputTokens: acquire a comprehensive understanding of tokens and how to use them to control the API’s output# Quick Start Tutorial :In this course, you’ll dive into the world of OpenAI and GPT-3 language models. Our focus will be on the completions endpoint and how it can be applied to text completion and various other language-processing tasksYou’ll learn how to use the OpenAI playground to experiment with code examples and understand the concepts of prompt design and settings, tokens, and models.The course will also include a Quick Start Tutorial, where you’ll get hands-on experience with the API, building your text completion application from scratch. Get ready to unlock the power of OpenAI and take your language processing skills to the next level!You will learn how to build a simple sample node application. Along the way, you’ll learn key concepts and techniques that are fundamental to using the API for any task, including authentication with the API key, prompt, settings, completionBy the end, you will have built applications with techniques that you can apply to your use cases# Cutting-Edge Tech StacksTo ensure that you have the skills to tackle real-world web development challenges, this course focuses on the latest tech stacks, including Node JS, ReactJS, and NextJS. With these skills in your arsenal, you will be equipped to build cutting-edge applications that are both functional and visually stunning.Whether you’re a seasoned web developer with years of experience or just starting, this course is designed to help you take your skills to the next level. No prior programming experience is required, and the course is suitable for developers of all levels, from beginners to advanced.Take advantage of this opportunity to take your web development skills to the next level and join the revolution in natural language and code processing with the OpenAI API. With this comprehensive course, you will gain the skills and knowledge needed to build cutting-edge applications that solve real-world challenges.# Projects :Facts Search: Learn to guide the completion model towards factual answering by showing it how to respond to questions that fall outside its knowledge baseImage generator: Learn to create images from text with the DALL.e modelCode completion: We build a sample application using the Codex API to translate natural language instructions into code instructions# Target and intended audienceFor Web Developers of All LevelsBasics of Node JS, ReactJS, and NextJS : a plus# Requirements and prerequisites for the course :Basics of web development: HTML & CSSThe javascript fundamentals (all demos are in Javascript)Some basic programming languageGet Started Now and Unleash Your Potential!Learn to master the OpenAI API and revolutionize your Web Development Skills!So why wait? Enroll now and start your journey to becoming a master of the OpenAI API!

Overview

Section 1: Introduction & Presentation

Lecture 1 Welcome into AI !

Lecture 2 What you should know ?

Section 2: Discovering the beta of Open AI

Lecture 3 Introduction to the OpenAI API

Lecture 4 GPT-3 : what it is ?

Lecture 5 GPT-3 : what it is ?

Lecture 6 Models, endpoints and usage

Lecture 7 Playground : testing Open AI’s API and GPT-3 models

Lecture 8 Playground : testing Open AI’s API and GPT-3 models

Lecture 9 Documentation, guidelines and examples

Section 3: OPEN AI : The API Reference, Installation and Quickstart example

Lecture 10 Introduction + starter project (download)

Lecture 11 Download starter project

Lecture 12 OpenAI Node.js Library : Installation and usage 1/2

Lecture 13 OpenAI Node.js Library : Installation and usage 2/2

Lecture 14 API KEY and Authentication

Lecture 15 Making Requests : async function, POST request and completion output

Lecture 16 Making Requests { source code}

Lecture 17 Adjust settings

Section 4: Completion model : Learn how to generate content – (Project : FACTS SEARCH)

Lecture 18 Introduction and starter project

Lecture 19 Download starter project

Lecture 20 API Key + OpenAI API Configuration

Lecture 21 Create completion with davinci model

Lecture 22 design the prompt and adjust the settings

Lecture 23 GUIDE – How to create a good prompt ?

Lecture 24 Completion – {source code}

Lecture 25 CONCLUSION + download final project

Section 5: DALL.e model : learn to generate new images from text

Lecture 26 Introduction and starter project

Lecture 27 Download the starter project

Lecture 28 Open AI API configuration

Lecture 29 Open AI API Configuration (demo)

Lecture 30 Design the prompt and adjust settings

Lecture 31 Prompt design {source code}

Lecture 32 Making requests to the DALL.e API

Lecture 33 Open AI API Configuration {source code}

Lecture 34 Final steps : generate new images with a text input

Section 6: CODEX API (deprecated) : translate natural language to code

Lecture 35 Introduction and starter project

Lecture 36 Download the starter project

Lecture 37 Quickstart and best practices

Lecture 38 code completion – {source code}

Lecture 39 design prompt

Lecture 40 Design Prompt

Lecture 41 [READ] – Code completion (CODEX API) deprecated

Lecture 42 Generate code

Javascript developers,Front and backend developers,Students in Web development and software engineering,Anyone interested in building apps with the OpenAI API and the GPT-3 language

Course Information:

Udemy | English | 2h 12m | 1.11 GB
Created by: Sandra L. Sorel

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