AI & Machine Learning
OpenAI Python API Bootcamp
Learn the OpenAI API by building real projects in Python.
2 daysIntermediate12 modules
About this course
Learn the OpenAI API by building real projects in Python. Over two days you will create a natural-language-to-SQL tool, an exam generator, image and blog creators, sentiment analysis, a code explainer and translation, then explore fine-tuning and chatbots.
What you'll learn
- Understand the basics of the OpenAI API
- Learn to use OpenAI API with Python for various tasks
- Integrate OpenAI API into existing Python applications for added AI capabilities
- Understand how to apply OpenAI's GPT models
- Learn to create content and images automatically for users
- Set-up an OpenAI Account for API use
- Create potential start-up ideas through 10+ projects
- Learn how to use Text Embedding with OpenAI
- Discover how to use the DALLE-2 API to generate images
Curriculum
12 modules
1Introduction
2Natural Language to SQL
3Automatic Exam Creator
4Automatic Recipe and Dish Image Creator
5Automatic Blog Post Creator
6GPT Sentiment Analysis
7Automatic Code Explainer- Docstrings
8Translation Project
9Fine-Tuning and ChatBots
10Text Embedding for Question and Answering
11ChatGPT-API
12Whisper API
Who it's for
Python developers who want to add GPT capabilities to their applications.
Before you start
- Introduction to Python
- Python programming experience required
- Python Data Ecosystem (Pandas, Numpy, etc.) useful but not required
- Ability to sign up to OpenAI API with a credit card
- You should understand how to install libraries with "pip install" commands
Related courses
More in AI & Machine Learning →Intermediate
Accelerated Delivery Using AI
AI & Machine Learning
View course →Intermediate
Accelerating Data Engineering Pipelines
AI & Machine Learning
View course →Foundation
Agentic Fundamentals for Business Professionals
AI & Machine Learning
View course →Intermediate
AI Agents with Google's ADK Bootcamp: Build with Gemini, Protocols, & AgentOps
AI & Machine Learning
View course →Intermediate
AI Driven Road Management
AI & Machine Learning
View course →Foundation
AI Ethical Use and Responsibility - Beginner
AI & Machine Learning
View course →Let's plan your next step together.
Tell us the course or certification you have in mind and we'll send the outline, upcoming dates, fees and private-team options.