Generative AI & ChatGPT : Text, Image and Code completion

person icon Sandra L

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

updated on icon Updated on Sep, 2023

language icon Language - English

person icon Sandra L

architecture icon Development,Data Science


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Course 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 analysis

  • Models: 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 cases

  • Prompt Design and Settings: master the art of prompt design and settings and learn how they can impact the API's output

  • Tokens: 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 tasks

  • You'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, completion

  • By the end, you will have built applications with techniques that you can apply to your use cases

# Cutting-Edge Tech Stacks

  • To 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 :

  1. Facts Search: Learn to guide the completion model towards factual answering by showing it how to respond to questions that fall outside its knowledge base

  2. Image generator: Learn to create images from text with the DALL.e model

  3. Code completion: We build a sample application using the Codex API to translate natural language instructions into code instructions

# Target and intended audience

  • For Web Developers of All Levels

  • Basics of Node JS, ReactJS, and NextJS : a plus

# Requirements and prerequisites for the course :

  • Basics of web development: HTML & CSS

  • The javascript fundamentals (all demos are in Javascript)

  • Some basic programming language

Get 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!

Who this course is for:

  • Javascript developpers
  • 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


What will you learn in this course:

  • OpenAI API: Learn to interact with the models and perform a wide variety of natural language tasks with GPT-3

  • OpenAI Codex: translate the 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


What are the prerequisites for this course?

  • Basics of programming language and web development: HTML & CSS

  • Javascript fundamentals + knowledge of ECMAScript 2015

  • Basic command line operations

  • Online Editor or IDE (recommended: Visual code studio)

  • The latest version of Nodejs

  • Modern Browser (Chrome, Safari, Brave) and the React Developer Tools

Generative AI & ChatGPT : Text, Image and Code completion


Check out the detailed breakdown of what’s inside the course

Introduction & Presentation
2 Lectures
  • play icon Welcome into AI ! 00:55 00:55
  • play icon What you should know ? 02:38 02:38
Discovering the beta of Open AI
5 Lectures
OPEN AI : The API Reference, Installation and Quickstart example
7 Lectures
Completion model : Learn how to generate content - (Project : FACTS SEARCH)
6 Lectures
DALL.e model : learn to generate new images from text
6 Lectures

Instructor Details

Sandra L

Sandra L

Javascript and Web Developer


I am Sandy, freelance web and mobile Developer based out of Toronto, in Ontario, Canada, I specialize in Front-End development with HTML, CSS, CSS3 Animation, Sass, Javascript and JQuery. 

I love creating beautiful, professional and user-friendly websites using the Adobe Creative Suite: Photoshop, Illustrator and Flash to name a few. 

I am also keen on Web marketing, Web analytics, Visual Design, Video Editing, Photography and WordPress development.

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