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Advanced Momentum Trading: Machine Learning Strategies

843 Learners
12 Hours
This course covers the application of machine learning for enhancing momentum trading strategies. Explain how to use ML classification to predict momentum and craft a time-series momentum strategy. Learn how to select relevant features and improve model accuracy through hyperparameter tuning. Explore the world of cross-sectional momentum using ML-based clustering techniques. Get hands-on experience with live trading templates and capstone projects.
Level
Advanced
Author
QuantInsti®
Price Lifetime Access Limited Time Offer

₹10750/-₹42999/-

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  • Live Trading
  • Learning Track
  • Prerequisites
  • Syllabus
  • About author
  • Testimonials
  • Faqs

Live Trading

  • Implement a classifier model to predict momentum and build an ML-based time-series momentum strategy.
  • Select momentum-relevant features, evaluate the model’s performance, and learn how to improve it with the help of hyperparameter tuning.
  • Use the clustering technique for stock selection for cross-sectional portfolio creation
  • Practice paper trading and live trading with the strategies you create.
  • Analyse Performance with key metrics and trade-level analytics
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Skills Covered

learning track 8

This course is a part of the Learning Track: Advanced Algorithmic Trading Strategies

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Need help? Write to us at quantra@quantinsti.com or call us at +91 8450963428.

Course Features

  • Community
    Community

    Faculty Support on Community

  • Interactive Coding Exercises
    Interactive Coding Exercises

    Interactive Coding Practice

  • Capstone Project
    Capstone Project

    Capstone Project Using Real Market Data

  • Trade & Learn Together
    Trade & Learn Together

    Trade and Learn Together

  • Get Certified
    Get Certified

    Get Certified

Prerequisites

You may want to familiarise yourself with momentum trading strategies. To get a grasp of these concepts you can enroll in the “Momentum Trading Strategies” course on Quantra. You should also be familiar with working with datasets. And don't forget some Python know-how! If you want to quickly understand the relevant skills in Python and how it can be used in machine learning, you can check the course, “Python for Machine Learning in Finance”. Alternatively, you can also check out the free course “Introduction to Machine Learning for Trading” to understand the use of machine learning for trading.

 

Syllabus

about author

QuantInsti®
QuantInsti®
QuantInsti is the world's leading algorithmic and quantitative trading research & training institute with registered users in 190+ countries and territories. An initiative by founders of iRage, one of India’s top HFT firms, QuantInsti has been helping its users grow in this domain through its learning & financial applications based ecosystem for 10+ years.
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Why quantra®?

  • More in Less Time
    More in Less Time

    Gain more in less time

  • Expert Faculty
    Expert Faculty

    Get taught by practitioners

  • Self-paced
    Self-paced

    Learn at your own pace

  • Data & Strategy Models
    Data & Strategy Models

    Get data & strategy models to practice on your own

Faqs

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