QuPodcast Sri Krishnamurthy
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- Education
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QuantUniversity's Podcast on topics in Artificial Intelligence, Machine Learning, Innovation and Quant Finance.
Hosted by Sri Krishnamurthy, CEO and President, QuantUniversity
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Yaacov Weinstock, James Perkins and Brad Franklin: Alternative Data and the API Jungle
Check out the upcoming speakers at: https://quwinterschool.splashthat.com/
Subscribe to this podcast at www.anchor.fm/qupodcast
Or
On Apple Podcast at https://podcasts.apple.com/us/podcast/qupodcast/id1510865003
Slides and video at: https://academy.qusandbox.com/#/market/5fe3762099aa4a24691da924
A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Topic: Alternative Data and the API Jungle
With Alternative Data becoming more and more popular in the industry, quants are eager to adopt them into their investment processes. However, with a plethora of options, API standards, trying and evaluating datasets is a major hindrance to adoption of datasets. -
Machine Learning in Finance: Fireside Chat with Dr. Matthew Dixon, Dr. Igor Halperin, Dr. Paul Bilokon, and Sri Krishnamurthy
Check out the upcoming speakers at: https://qufallschool.splashthat.com/
Subscribe to this podcast at www.anchor.fm/qupodcast
Or
On Apple Podcast at https://podcasts.apple.com/us/podcast/qupodcast/id1510865003
Slides and video at: https://academy.qusandbox.com/#/market/5f3c39ff99aa4a24691da5f3
A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Topic: Fireside Chat with Dr. Matthew Dixon, Dr. Igor Halperin, Dr. Paul Bilokon, and Sri Krishnamurthy -
Machine Learning in Finance: Dr Paul Bilokon - Stochastic filtering and MCMC in finance
Check out the upcoming speakers at: https://qufallschool.splashthat.com/
Subscribe to this podcast at www.anchor.fm/qupodcast
Or
On Apple Podcast at https://podcasts.apple.com/us/podcast/qupodcast/id1510865003
Slides and video at: https://academy.qusandbox.com/#/market/5f3c39ff99aa4a24691da5f3
A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Topic: Stochastic filtering and MCMC in finance
While the focus in machine learning is on neural networks, we shall demonstrate that other algorithms can be considered in this paradigm. In particular, we shall introduce stochastic filtering and MCMC with applications to finance. -
Dr. Igor Halperin: Machine Learning in Finance - Reinforcement Learning and Inverse Reinforcement Learning: Simple Examples and Applications in Finance
Check out the upcoming speakers at: https://qufallschool.splashthat.com/
Subscribe to this podcast at www.anchor.fm/qupodcast
Or
On Apple Podcast at https://podcasts.apple.com/us/podcast/qupodcast/id1510865003
Slides and video at: https://academy.qusandbox.com/#/market/5f3c39ff99aa4a24691da5f3
A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Topic: Reinforcement Learning and Inverse Reinforcement Learning: simple examples and applications in Finance
This talk will introduce Reinforcement Learning (RL) and its Inverse (IRL) and illustrate how they work on very simple simulated experiments. I will then give a short overview of applications of RL and IRL for quantitative finance. -
Dr. Matthew Dixon: Machine Learning in Finance - Deep Learning and Equity Portfolio Modeling
Check out the upcoming speakers at: https://qufallschool.splashthat.com/
Subscribe to this podcast at www.anchor.fm/qupodcast
Or
On Apple Podcast at https://podcasts.apple.com/us/podcast/qupodcast/id1510865003
Slides and video at: https://academy.qusandbox.com/#/market/5f3c39ff99aa4a24691da5f3
A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Topic: Deep Learning and Equity Portfolio Modeling
This lab session shall demonstrate how deep learning can be used to model equity factors, commonly used in asset management. The emphasis shall be on interpretability, the ability of deep learning to capture non-linearities, and understanding the differences between linear models. -
Saeed Amen & Alex Denev: Frontiers in Alternative Data-Techniques and Use Cases
Check out the upcoming speakers at: https://qufallschool.splashthat.com/
Subscribe to this podcast at www.anchor.fm/qupodcast
Or
On Apple Podcast at https://podcasts.apple.com/us/podcast/qupodcast/id1510865003
Slides and video at: https://academy.qusandbox.com/#/market/5f6a21f299aa4a24691da797
A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!
Join QuantUniversity for a complimentary summer speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.
Topic: Frontiers in Alternative Data-Techniques and Use Cases
Lecture 1: Alexander Denev
In this talk, Alexander will introduce Alternative Data and discuss it's uses from his book, The Book of Alternative Data
- What is alternative data?
- Adoption of alternative data
- Information value chain
- Risks associated with alternative data
- Processes required to develop signals
- Valuation of alternative data
Lecture 2: Saeed Amen
In this talk, Saeed will discuss use cases in Alternative Data
-Deciphering Federal Reserve communications
- Using CLS flow data to trade FX
- Geospatial Insight satellite data to estimate retailers' EPS
- Saving "alpha" with transaction cost analysis
- Using Bloomberg News data to trade FX