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Python for Machine Learning in Finance

10092 Learners
7 hours
This course is perfect for those looking to get started on using Python for Machine learning. Learn in a step-by-step fashion to create a Machine Learning algorithm for trading. Evaluate the performance of the machine learning algorithm and perform backtest, paper trading and live trading with Quantra’s integrated learning.
Level
Beginner
Author
QuantInsti®
Price Lifetime Access Limited Time Offer

₹3325/-₹13299/-

75% OFF

Get for ₹2993 with Course Bundle

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

Live Trading

  • Backtest, analyse the strategy returns and drawdowns, paper trade and live trade machine learning strategy
  • Describe machine learning and its applications in finance
  • List and implement common tasks in machine learning such as feature creation, training, forecasting, and evaluation in a step-by-step fashion
  • Explain and implement accuracy, f1-score, recall and confusion matrix and R-squared 
  • Implement the train-test split for time series data
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Skills Covered

learning track 4

This course is a part of the Learning Track: Machine Learning & Deep Learning in Trading Beginners

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learning track
Machine Learning & Deep Learning in Trading Beginners

Course Fees

₹13299₹3325

Full Learning Track

These courses are specially curated to help you with end-to-end learning of the subject.

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

  • Trade & Learn Together
    Trade & Learn Together

    Trade and Learn Together

  • Get Certified
    Get Certified

    Get Certified

Prerequisites

No experience is required except for a very basic understanding of financial markets such as how to place orders with your broker. You should be curious to explore the application of machine learning in finance. You can do this course even if you have never coded before. However, to replicate the sample trading strategy shared in the course, you might need to display some code reading and interpretation skills.

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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