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Financial Evolution: AI, Machine Learning & Sentiment Analysis

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Financial Evolution: AI, Machine Learning & Sentiment Analysis

About this Event

Innovations in Finance and harnessing of Technology have resulted in making the term Fintech a portmanteau word. In the evolution of the BFSI sector Fintech has assumed a pivotal role; but it has also disrupted traditional order. The rise of AI and Machine learning has impacted many aspects of investment models and technologies at the same time it has disrupted some other.

Applications of Alternative Data in Fintech are growing at a great pace; the question is how to discover new sources of alpha and create strategies and signals. Here the challenge is to discover hidden coupling of multiple data sources. Text analysis, Natural Language Processing and analysis of News, Micro blogs, investor sentiment are well established. Bringing all these advances together new applications in trading, fund management and risk control have continued to emerge.

Today Fintech has influenced all aspects of the finance industry – banking and capital markets, asset and wealth management, insurance, and funds transfer and payments.

There are three main themes for this Two-Day Online Event

Theme 1: Progress in AI and ML Disrupting the Traditional Methods

Progress in (i) News Analysis, (ii) Micro Blog Analysis (Filtered Twitter feed for finance), (iii) Online searches (iv) Data Analytics, Alternative Data and AI and Quant models

DISRUPTIONS: Predicting the Market directions and ‘Timing the Market’

Other Topics:

New directions of discovering Alpha in Low frequency Systematic Trading

Opportunities and challenges of machine learning in quantitative wealth and investment management

Theme 2: Progress in Derivative Products

Demystifying XVA (FVA DVA CVA) for regulatory compliance

Machine Learning and Derivatives Artificial Neural Networks and Derivatives Pricing

Exploiting Index Futures and VIX to construct Trade Portfolios

Theme 3: Impact of SRI and ESG in the Investment Industry

The Rise and Rise of ESG in the domain of Finance

Synthetic data generation with restricted Boltzmann machines

EVENT TIME

This event is mainly focused on participants from Europe and UK. The event time is set so that participants from UK or Europe may attend in the morning from 9:30 GMT or 10:30 CEST

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