Bogdan Ivaniuk "Alpha Mining Approach in Algorithmic Trading"

Information about the speaker:
For the past 12 years, Bogdan has been exclusively engaged in algorithmic trading tasks and quantitative research for cryptocurrency, Forex and the US stock market as a developer, CTO, tech-lead for various developments and projects. Bogdan has experience working with investment companies and funds. Actively maintains contact with various programmers, specialists and companies in the field of algotrading in Ukraine, Europe, the Middle East and from all over the world.

The event will be interesting for traders, ML engineers , developers, and anybody interested in investments.

Event is about an alternative approach to how to find alphas.

Bogdan will share his understanding of the alpha mining approach. And answer the question “What benefits does the alpha mining approach have?”

He will outline the idea to generate strategies in a fully automatic way using labelling and a collection of analytical components such as technical indicators and machine learning models.

Bogdan will refer to the overfitting issue and the ways how to eliminate it. He will focus on the importance, use cases and differences between backtesting, stress testing, overfitting elimination and walk forward testing.

He will show some practical and statistical results based on investigations, as well as share some insights from AlphaCube team.

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