DeepLearning.AI

Isa Fulford

Andrew Ng

This course teaches you how to efficiently build multi-step systems using large language models. You will learn to split complex tasks into a pipeline of subtasks using multistage prompts and evaluate your LLM inputs and outputs for safety, accuracy, and relevance. The course includes hands-on examples and built-in Jupyter notebooks to experiment with the code and prompts presented.

Building Systems with the ChatGPT API

An overview of the course and its objectives.

Introduction

Understanding language models, chat formats, and token usage with code examples.

Language Models, the Chat Format and Tokens

Learning classification techniques with code examples.

Classification

Exploring moderation techniques with code examples.

Moderation

Developing chain of thought reasoning skills with code examples.

Chain of Thought Reasoning

Learning to chain prompts effectively with code examples.

Chaining Prompts

Evaluating outputs for accuracy and relevance with code examples.

Check Outputs

Understanding evaluation techniques with code examples.

Evaluation

In-depth evaluation techniques with code examples.

Evaluation Part I

Continuation of evaluation techniques with code examples.

Evaluation Part II

Summary

A short quiz to test your understanding of the course material.

Quiz

In this short course, you will learn how to automate complex workflows using the ChatGPT API. Unlock new development capabilities and improve your efficiency by building systems with large language models.

Individuals with a basic understanding of Python who want to learn about building systems using the ChatGPT API.

Beginners

Professionals looking to enhance their skills in prompt engineering for large language models.

Intermediate Machine Learning Engineers

Experts seeking to learn cutting-edge techniques in generative AI and improve their development capabilities.

Advanced Machine Learning Engineers

Artificial Intelligence

Business

Cloud Engineering

Cybersecurity

Data

Design

Devops

Finance

Green Skills

Languages

AI Foundations

AI for Business

AI Automation & Workflows

Agentic AI

AI Coding / Vibe Coding

Agile and Scrum Methodologies

Agile and Scrum Practices 

AI Automation & Orchestration

AI for Data

AI for Design

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Building Systems with the ChatGPT API

Overview

Who is this course for?

What will you learn?

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