🎉 We’re thrilled to launch a new program at a introductory price.
₹35,000 + applicable taxes
TradeTech Series

Machine Learning and
Quantitative Portfolio Management

The “Machine Learning and Quantitative Portfolio Management” bundle is a curated learning experience designed for those looking to leverage the power of machine learning in financial markets. Through 8 in-depth courses, you will journey from the fundamentals of time series analysis to the advanced application of machine learning for options trading and portfolio management. This bundle equips you with the theoretical knowledge and practical Python skills to build intelligent trading systems.

Program Features

8 Courses
71 Hours of Learning
Jupyter Notebooks
Hands-on Python Exercises
Certificate of Completion

Content & Outcomes

Content

This specialized bundle is your gateway to the world of machine learning in trading. It covers critical topics like financial time series analysis, momentum strategies, and quantitative portfolio management. You will dive deep into various ML models, including regression and classification, and learn how to apply them to stock and options trading.

Outcomes

After completing this bundle, you will be able to design, build, and implement sophisticated trading strategies using machine learning. You will have the skills to analyse complex financial data, apply predictive models, and manage a quantitative portfolio, positioning you at the forefront of modern trading technology.

Course Outcome

Course Outline

Financial Time Series Analysis
for Trading
(15 Hours)
Momentum Trading Strategies
(12 Hours)

Introduction to Machine Learning
for Trading
(2 Hours)
Python for Machine Learning
in Finance
(7 Hours)


Trading with Machine Learning: Classification and SVM
(4.5 Hours)

Technical Indicators Strategies in Trading with Machine Learning: Regression
(7.5 Hours)
Machine Learning for Options Trading
(13 Hours)
Quantitative Portfolio Management
(10 Hours)
Total Duration: 71 Hours

Eligibility

Traders and analysts who want to incorporate machine learning into their process.

Developers and data scientists interested in applying their skills to finance.

Students and professionals seeking a career in quantitative or AI-driven trading.

A basic understanding of Python and financial markets is required.

Featured Courses

Backtesting Trading Strategies
  • ✔️ What is Time Series?
  • ✔️ Simple and Cumulative Returns
  • ✔️ Log Returns
  • ✔️ Components of Time Series
  • ✔️ Linear Regression & more
Quantitative Trading Strategies
    • ✔️ What is Momentum?
    • ✔️ Why Does Momentum Exist?
    • ✔️ Introduction to Python
    • ✔️ Financial Market Data and Visualisation
    • ✔️Technical Indicators & more
Volatility Trading Strategies
  • ✔️ Machine Learning
  • ✔️ Types of Machine Learning
  • ✔️ Supervised Learning
  • ✔️ Unsupervised Learning
  • ✔️Trading on Blueshift & more
Quantitative Portfolio Management
What You'll Learn
  • ✔️Introduction to Python
  • ✔️Financial Market Data and Visualisation
  • ✔️Machine Learning Tasks
  • ✔️Target Variable and Features
  • ✔️Machine Learning Algorithms & more

Benefits of the Program




Specialized Focus

A deep dive into the application of machine learning in quantitative trading.

Practical Application

Go beyond theory with hands-on projects, real-world data, and extensive coding exercises.

Cutting-Edge Skills

Learn the most relevant and in-demand skills in the modern financial industry.

Expert-Led Curriculum

Content is designed and delivered by experienced quantitative trading professionals.

How to Activate the Course?

1

Click on the Enroll Now button provided on the website and fill in your details.

2

Get redirected to the payment gateway and complete the payment process.

3

Receive a payment acknowledgement email.

4

Within 48 working hours of making the payment, you shall receive a payment acknowledgement email from “QuantInsti” to activate the course to your registered email ID.

5

The courses will be available in your "My Courses" section.

6

Upon completion of the courses, you will receive a certificate.

Contact Us for More Information

About NSE Academy

NSE Academy Ltd. is a wholly-owned subsidiary of the National Stock Exchange of India Ltd. (NSEIL). NSE Academy enables the next generation of BFSI and FinTech professionals with industry-aligned skills through capacity-building programs and certification courses, powered by an online examination and certification system.

The courses are well researched and carefully crafted with inputs from industry professionals. NSE Academy works closely with reputed universities and institutions across India in building a competent workforce for the future of BFSI and FinTech.

NSE Academy also promotes financial literacy as an essential life skill among youngsters — a contribution towards financial inclusion and wellbeing.

NSE Academy

About QuantInsti

QuantInsti offers one of the world’s most comprehensive ecosystems for Algorithmic & Quantitative Trading, offering educational and technological solutions to individuals and institutions.

Our online learning platform features top industry experts who share their decades of experience in a unique interactive manner.

We also empower brokerage houses & hedge funds with our institutional-grade technology and trading platform, enabling them to offer advanced trading tools to millions of users.

QuantInsti