Knowledge Discovery in Financial Data with Bayesian Networks and BayesiaLab
This seminar was held on June 19, 2018, at DePaul University in Chicago. A video recording is currently not available.
- Presentation Slides (PDF, 63 MB)
Given the popularity of our S&P 500 example for high-dimensional unsupervised learning, we now return to studying financial markets with a brand-new seminar program.
In this seminar, we cover several of examples unsupervised machine learning with BayesiaLab:
- Currency Exchange Rates
- Industry Indices
- Fundamental Stock Analysis
- ETF Flows
Our objective is to demonstrate that Bayesian networks are an ideal framework for exploring, understanding, and communicating complex relationships in the world of finance. The inherently visual nature of Bayesian networks can be leveraged through BayesiaLab's 2D, 3D, and VR visualizations, all of which we plan to showcase at the seminar.
|At your convenience||On your desktop/laptop||Introductory Course (60-Day Self-Study Edition)|
|At your convenience||On your desktop/laptop||Advanced Course (60-Day Self-Study Edition)|
|March 24–26, 2020 — CANCELLED||Boston, MA, USA||3-Day Introductory Course|
|April 7–9, 2020 — CANCELLED||Paris, France||3-Day Introductory Course|
|May 6–8, 2020||Seattle, WA, USA||3-Day Introductory Course|
|May 11–13, 2020||Seattle, WA, USA||3-Day Advanced Course|
|June 15–17, 2020||Paris, France||3-Day Advanced Course|
|October 5–7, 2020||Toronto, ON, Canada||3-Day Introductory Course|
|October 13–15, 2020||Toronto, ON, Canada||3-Day Advanced Course|
Seminars, Webinars, and Conferences
|March 20, 2020||Free Webinar||Reasoning Under Uncertainty (Part 1): Differential Diagnosis of Diseases|
|March 26, 2020||Free Webinar||Reasoning Under Uncertainty (Part 2): Epidemic Modeling with Temporal Bayesian Networks|
|Please check out our archive of recordings of previous events in the BayesiaLab Community.|