Mastering OpenAI API and ChatGPT for Innovative Applications

This course covers creating effective prompts for large language models like ChatGPT and developing AI-enabled applications using the OpenAI API.

Beginner

42 Lessons

Certificate of Completion

This course covers creating effective prompts for large language models like ChatGPT and developing AI-enabled applications using the OpenAI API.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment

37 Playgrounds

5 Quizzes

This course includes

1 Assessment

37 Playgrounds

5 Quizzes

Course Overview

OpenAI has revolutionized how developers approach natural language processing, creative content generation, and AI-driven solutions across various industries. You will begin the course with an introduction to OpenAI and its most famous GPT-based chatbot, ChatGPT. After learning the fundamentals of prompt engineering, you’ll progress to advanced techniques for writing prompts, explore practical applications of ChatGPT, and gain hands-on experience with the OpenAI API. The course will guide you through advan...Show More

TAKEAWAY SKILLS

Generative Ai

What You'll Learn

An understanding of the OpenAI API and ChatGPT’s capabilities and applications

Proficiency in crafting effective prompts for diverse tasks

Hands-on experience with the OpenAI API for text and image generation

The ability to fine-tune models for specific use cases

Familiarity with embeddings and their application in text similarity

The ability to troubleshoot and apply best practices with the OpenAI API

What You'll Learn

An understanding of the OpenAI API and ChatGPT’s capabilities and applications

Course Content

Introduction to OpenAI and ChatGPT

This chapter covers the importance of effective prompts in shaping the response of ChatGPT and how to use OpenAI API.

Getting Started with OpenAI and ChatGPT

The Role of Prompts in ChatGPT

Getting Started with the OpenAI API

Crafting Prompts for ChatGPT

You’ll learn the advanced techniques of writing prompts to perform a specific task using a multi-turn conversation with ChatGPT.

What Makes a Good Prompt?Experimenting with Prompts Advanced Techniques for Writing Prompts Crafting Prompts for Specific Tasks Maintaining Context in Multi-Turn Conversations Image Generation with ChatGPT and DALL•E Quiz on Prompts for ChatGPT

Practical Applications of ChatGPT

This chapter explores the capabilities of ChatGPT in building and writing a creative story and providing coding assistance to developers to solve daily problems

Versatile Applications of ChatGPT Across Industries Unleashing Creativity Coding Assistance

Advanced ChatGPT Usage

This chapter covers how to guide the response of an LLM using different prompting techniques such as zero-shot, one-shot, few-shots, chain-of-thought, and model

Zero-Shot, One-Shot, and Few-Shot Prompting Chain-of-Thought Prompting Model-Guided Prompting Self-Consistency

ChatGPT Assessment

Assessment

Introduction to OpenAI API and Its Components

You’ll get introduced to the OpenAI API and learn how to utilize an API to integrate AI into your applications.

Understanding the OpenAI API Hands-On Activity: Your First API Call

OpenAI Models

3 Lessons

You’ll learn about different OpenAI LLM models and compare the responses of different models using a hands-on exercise.

Generating Text Completions with OpenAI API

5 Lessons

This chapter covers how to utilize OpenAI API to build chat completion and chatbot applications using a text generation model.

Advanced Model Usage: Fine-Tuning Models

4 Lessons

This chapter explores different steps in fine-tuning an OpenAI model to perform a specialized task for your use case.

Exploring Embeddings with the OpenAI API

3 Lessons

Using the RAG technique, you’ll learn how embeddings allow us to use an AI generative model to retrieve accurate, informed, and contextually relevant text outpu

10.

Troubleshooting, Limitations, and Best Practices with OpenAI API

4 Lessons

The chapter covers the common issues developers face when utilizing an API to build applications and the limitations and safeguards for OpenAI models.

11.

Real-World Applications of OpenAI API

3 Lessons

You’ll build a tweet creator, an AI chat support system, and a fine-tuned customer review analysis application using OpenAI API and effective prompting techniqu

12.

Wrapping Up

1 Lesson

This chapter summarizes your learning about crafting effective prompts and how to use OpenAI API to build an AI-integrated application for your next project.

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Hands-on Learning Powered by AI

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Instant Code Feedback

Evaluate and debug your code with the click of a button. Get real-time feedback on test cases, including time and space complexity of your solutions.

AI-Powered Mock Interviews

Put your skills to the test in a simulated interview setting. Receive personalized feedback based on your performance. Available in Premium & Premium Plus plans.

Adaptive Learning

At various checkpoints throughout Educative courses, you will be prompted to take a quick assessment. Receive a condensed curriculum tailored to your strengths and skill gaps.

Explain with AI

Select any text within any Educative course, and get an instant explanation — without ever leaving your browser.

AI Code Mentor

AI Code Mentor helps you quickly identify errors in your code, learn from your mistakes, and nudge you in the right direction — just like a 1:1 tutor!

FOR TEAMS

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