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Algo Trading & Quant Finance

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Impact of COVID-19 and Oil Price War on Trading

Impact of Covid-19 on Trading. Read about the crash in Stock market, trading strategies for Coronavirus, Future estimation. Major historical crisis in the past....
10 min read

Building and Regularizing Linear Regression Models in Scikit-learn

Linear regression models, regularization, its examples (Ridge, Lasso and Elastic Net regularizations) and how they can be implemented in Python using the scikit learn library - are all covered in this blog....
13 min read

Random Walk: Introduction, GBM, Simulation

Random walk describes a path taken by an object which is seemingly random, or unpredictable. We will see what is a simple random walk and create a simulation for the closing price of a stock....
10 min read

All About Time Series: Analysis and Forecasting

Learn about Time Series Data Analysis and its applications in Python. Learn types, components, decomposing, forecasting, calculating, plotting and validating Time Series....
20 min read

An Analytical & Experimental Attitude - Pranay’s Secret To Being A Successful Quant

Today, a successful Quant, Pranay has had quite an interesting journey into Algorithmic Trading that we’d like to share with all our readers....
6 min read

Picking up the Quant ways of Trading after 25+ years in Energy Industry - Mark Rendle

After spending 25+years in the energy industry, Mark picked up the Quant ways of Trading. Here’s his story....
6 min read

Engineering, MBA, CFA and now EPAT - Balamurugan’s Journey

A Product professional who studied Engineering, MBA, and CFA chose to enter the field of Algorithmic Trading and Quantitative Trading with EPAT. This is his journey....
8 min read

Market Regime Detection with Hidden Markov Model

What are Market Regimes? How can you detect a Market Regime? How can you do it with the help of a hidden Markov Model? EPATian Fahim Khan explains in this project....
6 min read

Patrick, a retail trader with a passion to learn & execute on the go

The story of an active investor who grew up in the heart of tech innovation, Silicon Valley, and his pursuit to harness technology to carry out his trading for him....
2 min read

A Data Analyst, a Database System expert and now an Algo Trader - Akshay’s journey

The journey of one man who has moved on courageously, learning and growing to gain the edge for achieving his desire and establishing himself in the domain of Algorithmic Trading. This is the story of Akshay Pai....
11 min read