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Unleashing the Power of AI with OpenAI’s GPT-3

Lead the GenAI revolution by exploring GPT-3 applications, mastering the OpenAI API, and understanding ethical AI. Future-proof your skills in real-world AI scenarios and startups.

Beginner

57 Lessons

12h

Certificate of Completion

Lead the GenAI revolution by exploring GPT-3 applications, mastering the OpenAI API, and understanding ethical AI. Future-proof your skills in real-world AI scenarios and startups.

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

1 Assessment

6 Playgrounds

16 Quizzes

Course Overview

What You'll Learn

Course Content

Recommendations

Course Overview

In this course, you’ll start a transformative learning journey exploring the applications of GPT-3 in AI and gaining hands-on experience with this powerful language model. You’ll start the course by understanding the basics of GPT-3 and its applications across domains and then learn to use the OpenAI API with Python, Go, and Java. Next, you’ll dive into prompting techniques with GPT-3, exploring essential topics to understand how to use GPT-3 for next-gen startups with real-world use cases and applications...Show More

In this course, you’ll start a transformative learning journey exploring the applications of GPT-3 in AI and gaining hands-on ex...Show More

What You'll Learn

An understanding of GPT-3 and its diverse applications across various domains

Hands-on experience with the OpenAI API using Python, Go, and Java

Proficiency in prompting with GPT-3, including essential topics and techniques for effective utilization

The ability to explore real-world use cases and applications of GPT-3 in next-gen startups

Familiarity with insightful case studies from companies like GitHub, Algolia, and Microsoft’s Azure to understand GPT-3’s impact on the corporate world

Competence in navigating ethical considerations related to GPT-3, such as AI bias, anti-bias countermeasures, and the environmental impact of large language models

An understanding of GPT-3 and its diverse applications across various domains

Course Content

Course Introduction

1 Lessons

Gain insights into GPT-3, OpenAI API, applications, and challenges in democratizing AI.

Course Overview

The Large Language Model Revolution

7 Lessons

Walk through the evolution of AI language models, focusing on GPT-3 and its applications.

Overview: The Large Language Model Revolution

A Behind-the-Scenes Look at NLP

The Generative Pre-Trained Transformer: GPT-3

GPT-3: A Brief History

Accessing the OpenAI API

Quiz: The Large Language Model Revolution

Summary: The Large Language Model Revolution

Getting Started with OpenAI API

13 Lessons

Work your way through the OpenAI API, prompt engineering, and optimizing GPT-3 usage.

Overview: Getting Started with OpenAI API

OpenAI Playground

Prompt Engineering and Design

Breaking Down OpenAI API

GPT-3’s Performance on Standard NLP Tasks

Quiz: Getting Started with OpenAI API

Exercise: Sentiment Analysis of Tweets

Solution: Sentiment Analysis of Tweets

Summary: Getting Started With OpenAI API

GPT-3 and Programming

9 Lessons

Break down complex ideas of integrating GPT-3 with Python, Go, Java, and Streamlit.

Overview: GPT-3 And Programming

How to Use OpenAI API with Python

How to Use OpenAI API with Go

How to Use OpenAI API with Java

GPT-3 Sandbox, Powered by Streamlit

Quiz: GPT-3 and Programming

Exercise: Poem Generation and Analysis

Solution: Poem Generation and Analysis

Summary: GPT-3 And Programming

GPT-3 Enabler for Next-Gen Startups

10 Lessons

Explore GPT-3's impact on startups, enhancing AI storytelling, data analysis, chatbots, and content creation.

Overview: GPT-3 Enabler for Next-Gen Startups

Model-as-a-Service (MaaS)

AI-Driven Storytelling with Fable Studio

AI-Driven Data Analysis with Viable

AI-Driven Chat Experience with Quickchat

Breaking Writer’s Block with Copysmith

Automating Code Documentation with Stenography

Investing in GPT-3-Based Startups

Quiz: GPT-3 Enabler for Next-Gen Startups

Summary: GPT-3 Enabler for Next-Gen Startups

GPT-3 as the Next Step in Corporate Innovation

6 Lessons

Implement transformative AI solutions in corporate settings with GPT-3 for enhanced innovation.

Overview: GPT-3 as the Next Step in Corporate Innovation

Simplifying Coding with GitHub Copilot

Semantic Search with Algolia Answers

Microsoft and Azure Partnership

Quiz: GPT-3 as the Next Step in Corporate Innovation

Summary: GPT-3 as the Next Step in Corporate Innovation

GPT-3—The Good, the Bad, and the Ugly

7 Lessons

Build on understanding GPT-3’s capabilities, biases, misinformation risks, and environmental impact.

Overview: GPT-3—The Good, the Bad, and the Ugly

Navigating and Tackling AI Bias

Navigating Risks: Misinformation, Misuse, and Quality Impact

Evaluating GPT-3’s Impact on Misinformation Tasks

Navigating the Environmental Impact of LLMs

Quiz: GPT-3—The Good, the Bad, and the Ugly

Summary: GPT-3—The Good, the Bad, and the Ugly

Conclusion—Democratizing Access to AI

4 Lessons

Learn how democratizing AI through accessible models and no-code platforms empowers users and enhances innovation.

Overview: Conclusion—Democratizing Access to AI

Revolutionizing Software Development with No-Code Platforms

Access and Model-as-a-Service

Conclusion—Democratizing Access to AI

GPT-3: Prompt Engineering and Uses

Assessment

Course Author

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