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CQF Institute Membership

Join our global quant community. Get access to educational resources & networking opportunities.

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Certificate in Quantitative Finance (CQF)

The global standard in financial engineering for aspiring and current quant professionals.

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Educating the quantitative finance community

Promoting the highest standard in practical financial engineering, the CQF Institute provides a platform for educating and building the quantitative finance community around the globe.

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Principal Component Analysis for Financial Time Series

This video covers; Principal component analysis (PCA), from basic principles and applications to financial time series to independent principal component analysis with illustrations using Python.

Fri 28 Feb 2020

1 hour and 16 mins

Featured Articles

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A Tale of Two Indexes Predicting Equity Market Downturns in China

Sebastien Lleo and William T. Ziemba investigate whether traditional crash predictors, predicts crashes for the Shanghai Stock Exchange Composite Index and the Shenzhen Stock Exchange Composite...

A Machine Learning-Based Trading Strategy Using Sentiment Analysis Data

In this white paper, Lucena found that constructing portfolios using RavenPack sentiment indicators jointly with traditional factors can result in significant outperformance versus...

Fitch Learning Aims to Boost AI & Machine Learning Skills in China

Hong Kong – 30 March 2020: A record number of professionals have signed up for Fitch Learning’s quantitative finance programme to fill a skills shortage in artificial intelligence and machine...