What you'll learn
- How to use LangChain with OpenAI for financial applications
- Set up API keys and access real market data
- Fundamental and trading KPI analysis using Python
- Build data pipelines for investment decision-making
- Apply modern portfolio theory in code
- Implement the Black-Litterman model in Python
- Build an end-to-end AI-powered finance app
- Translate financial insights into data-driven scripts
Curious how AI and finance come together in the real world? This course gives you hands-on experience building an AI-powered investment app using Python and LangChain.
You’ll start with the fundamentals - setting up LangChain, pulling in data, and learning the KPIs that matter. Then we’ll dive into financial theory like Modern Portfolio Theory and the Black-Litterman model—writing code to bring these concepts to life.
By the end, you’ll have a working finance app and the skills to talk confidently about AI, finance, and Python in interviews or at work. Whether you're just dipping your toes into the fintech world or want to build smarter tools and advance your career, this course gets you there.
Wait... What's a Project?
One of the most common things we hear from students is: "I want to build more projects!"
We love hearing that, because building projects is really the best way to learn. And unique, challenging projects can really make your portfolio stand out for potential employers.
But also...it just feel so good when you actually build something real!
That's why we've created ZTM Projects. A collection of comprehensive portfolio and practice projects that you can use to advance your knowledge, learn new skills, build your portfolio, and sometimes even just have fun!
What Else Should I Know?
By becoming a ZTM member you'll not only get access to all our courses, bytes, and projects.
But you’ll also get to join our exclusive live online community classroom to learn alongside thousands of students, alumni, mentors, TAs and Instructors.
Most importantly, you'll be learning from an industry professional (Diogo) that has actual real-world experience as a Data & Financial Analyst using AI tools. He teaches you the exact strategies and techniques he uses in his role.
Finally, as with all ZTM courses, this course is a living thing. It will be constantly updated as the landscape changes so you can use it as your go-to resource for building an AI Stock Analyzer project now and throughout your career.
Join 1,000s of Zero To Mastery graduates that have gotten hired and are now working at companies like Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, Shopify + other top tech companies.
They come from all different backgrounds, ages, and experiences. Many even started as complete beginners.
So there's no reason it can't be you too.
And you have nothing to lose. Because you can start learning right now and if this course isn't everything you expected, we'll refund you 100% within 30 days. No hassles and no questions asked.
When's the best time to get started? Today!
There's never a bad time to learn in-demand skills. But the sooner, the better. So start building your AI Finance App today by joining the ZTM Academy. You'll have a clear roadmap to developing the skills to build your own projects, get hired, and advance your career.
Join Zero To Mastery Now

