Paid Certificate Intermediate AI & Machine Learning Programming

Prompt Engineering & Programming with OpenAI — Columbia University

Columbia University

Learn prompt engineering and programming with OpenAI from Columbia University. Covers GPT API, advanced prompting techniques, and building AI-powered applications.

Duration

15 hours

Level

Intermediate

Deadline

No Deadline

🌐 Available Languages: English
📅 Last Updated: 2026-03-23

📋 Prerequisites

Basic Python programming knowledge is recommended. Familiarity with APIs and web development concepts is helpful but not required.

👥 Who Should Take This Course

  • Software developers looking to integrate AI into their applications
  • Data scientists and ML engineers expanding into generative AI
  • Product managers who want to understand AI capabilities for product planning
  • Tech professionals seeking to master prompt engineering for career advancement

📚 What You Will Learn

1

Introduction to Large Language Models and GPT Architecture

2

Prompt Engineering Fundamentals — Zero-Shot and Few-Shot Techniques

3

Advanced Prompting — Chain-of-Thought, Role-Playing, and System Prompts

4

Programming with the OpenAI API — Python Integration and Function Calling

5

Building AI-Powered Applications and Chatbots

6

Best Practices for Responsible AI Development

🏛️ About the Institution — Columbia University

Columbia University, founded in 1754, is an Ivy League institution in New York City. Its Computer Science department is at the forefront of AI and machine learning research.

Founded

1754

Location

New York City, USA

Recognition

QS World Ranking #12 (2026)

❓ Frequently Asked Questions

Do I need programming experience for this course?
Basic Python knowledge is recommended since the course includes hands-on coding with the OpenAI API. However, the prompt engineering concepts are valuable even without deep programming skills.
Is this course free to take?
Yes, you can audit the course for free on the course platform. You get full access to all lectures and materials. A verified certificate from Columbia University is available for a fee.
What tools and technologies will I learn to use?
You will learn to work with the OpenAI GPT API, Python programming for AI, prompt engineering techniques, and best practices for building production-ready AI applications and chatbots.

📖 Get Step-by-Step Guide

Complete walkthrough with screenshots, tips, and troubleshooting

  • Step-by-step registration walkthrough
  • Screenshot tutorials for each step
  • Common mistakes to avoid
  • Tips to complete faster
  • Troubleshooting FAQ
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