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Learning Track: Advanced Algorithmic Trading Strategies

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Course Report - Learning Track: Advanced Algorithmic Trading Strategies

Course Report

Find detailed report of this course which helps you make an informed decision on its relevance to your learning needs. Find out the course's popularity among Careervira users and the job roles that would find the course relevant for their upskilling here. You can also find how this course compares against similar courses and much more in the course report.

Course Features

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Duration

50 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Advanced

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Teaching Type

Self Paced

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Video Content

50 hours

Course Description

Statistical Analysis is for traders who wish to improve their trading results. A series of courses that will teach you more than 30+ strategies, including Index Arbitrage, Momentum, Mean-Reversion and Index Arbitrage. You will receive hands-on training and demos of live trading models.

Course Overview

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International Faculty

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

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Case Studies, Captstone Projects

Skills You Will Gain

Prerequisites/Requirements

Some familiarity with t-statistics and autoregressive model is useful but not mandatory

The track covers knowledge of Python for trading, which will help you to replicate the models in your trading

You should understand the basic terminology around financial markets such as sell, buy, margin, entry, exit positions, etc

What You Will Learn

Apply position sizing and capital allocation using Kelly Criterion, Modern Portfolio Theory, and Risk Parity, and evaluate portfolio performance using Sharpe ratio, maximum drawdown, gain to pain ratio and Grit ratio

Build a screener to monitor different stocks and identify stocks for short selling, taught by expert Laurent Bernut

Create and backtest time series momentum and cross sectional momentum strategy using price and fundamental data

Implement academic research and seasonal trading strategies, taught by Quantpedia researchers

Learn about mean reversion trading strategies taught by Dr. Ernest Chan, who employed these techniques in his own hedge fund and trading experience

One click integration of quantitative models into live trading platform to analyze strategies in live trading environment

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