Mastering OpenAI API and ChatGPT for Innovative Applications

Lead the GenAI revolution by exploring OpenAI's API and mastering ChatGPT. Gain hands-on experience, implement innovative applications, and future-proof your skills for the AI-driven future.

Beginner

42 Lessons

Certificate of Completion

Lead the GenAI revolution by exploring OpenAI's API and mastering ChatGPT. Gain hands-on experience, implement innovative applications, and future-proof your skills for the AI-driven future.

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

Get familiar with OpenAI's mission, prompt design essentials, and API setup process.

Getting Started with OpenAI and ChatGPT

The Role of Prompts in ChatGPT

Getting Started with the OpenAI API

Crafting Prompts for ChatGPT

Unpack the core of crafting effective ChatGPT prompts, refining interactions, and maintaining context.

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

Go hands-on with ChatGPT's diverse industry applications, creative collaboration, and coding support.

Versatile Applications of ChatGPT Across Industries Unleashing Creativity Coding Assistance

Advanced ChatGPT Usage

Enhance your skills in advanced ChatGPT strategies like prompting, model-guided, and self-consistency techniques.

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

Take a look at OpenAI API's capabilities and perform your first API call.

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

OpenAI Models

3 Lessons

Follow the process of understanding and querying OpenAI models for diverse AI applications.

Exploring OpenAI API

Project

Generating Text Completions with OpenAI API

5 Lessons

Master the steps to generate text completions and manage responses using the OpenAI API.

Advanced Model Usage: Fine-Tuning Models

4 Lessons

Try out advanced fine-tuning techniques to optimize OpenAI models for specialized tasks.

Exploring Embeddings with the OpenAI API

3 Lessons

Discover the logic behind OpenAI embeddings for text similarity and machine learning.

10.

Troubleshooting, Limitations, and Best Practices with OpenAI API

4 Lessons

Lay out a solution for troubleshooting, understanding limitations, and adhering to ethical guidelines with OpenAI API.

11.

Real-World Applications of OpenAI API

3 Lessons

Apply your skills to develop AI projects including tweet creators, chatbots, and review analyzers.

12.

Wrapping Up

1 Lesson

Deepen your knowledge of prompt engineering, OpenAI API, and real-world ChatGPT applications.

Classify an Aeronautical Message (NOTAM) Using OpenAI ChatGPT

Project

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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