AI Product Manager Explorer
By External Provider
About this course
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Gain hands-on experience with Python programming, machine learning algorithms, and AI agent development. Start with Python basics, including data structures and file handling, and then move on to machine learning techniques such as regression, classification, and model evaluation. You'll also explore feature engineering, hyperparameter tuning, and AI agent frameworks like AutoGPT, IBM Bee, and LangGraph. By completing mini-projects and real-world case studies, you'll deepen your understanding of AI product management. The course concludes with creating and deploying GPTs to the ChatGPT Store, allowing you to apply your knowledge in business, healthcare, and robotics applications. Ideal for aspiring AI product managers, Python developers, and machine learning enthusiasts, this intermediate-level course requires a basic understanding of programming and machine learning concepts.
What you will learn
- Set up Python environments and implement Pythonic coding practices for scalable AI solutions
- Understand machine learning algorithms and apply them to build regression and classification models
- Develop AI agents using popular frameworks such as AutoGPT, IBM Bee, and LangGraph
- Create and deploy GPTs to the ChatGPT Store, optimizing for real-world applications in business, healthcare, and robotics