⚠ Note: This repository is an old version. The latest version is maintained at QuantInsti GitHub.
Welcome to the Quantra Free Course and Source Repository, your ultimate resource for mastering algorithmic trading, quantitative finance, and data-driven trading strategies. This repository offers free educational resources, Jupyter notebooks, and hands-on exercises designed to help you learn and apply trading concepts effectively.
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- Learn fundamentals of Options Trading Strategies in Python.
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- Explore the basics of machine learning in trading through interactive Jupyter notebooks.
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- Dive into algorithmic trading by implementing Python-based strategies from scratch.
Each section includes:
- Step-by-step tutorials.
- Code for hands-on learning.
- Practical exercises for deeper understanding.
| Course Name | Co-Authored By | Level | Description | Link |
|---|---|---|---|---|
| Introduction to Machine Learning for Trading | QuantInsti® | Beginner | Basic terminology, Research Papers, Working Models | Explore Course |
| Options Trading Strategies In Python: Basic | NSE Academy | Beginner | Covered Call, Protective Put, Iron Condor, Bull Call | Explore Course |
| Automated Trading with IBridgePy | Interactive Brokers® | Beginner | IBridgePy API, Installations, Order & Portfolio Management | Explore Course |
| Python for Trading: Basic | QuantInsti® | Beginner | Import Stock Data, Manipulation and Visualization | Explore Course |
| Forex Trading Using Python: Basics | FXCM | Beginner | Momentum Trading, Performance on historical prices | Explore Course |
| Quant Interview Questions Preparation | QuantInsti® | Intermediate | Interview Preparation and Resume Building | Explore Course |
| Getting Market Data: Stocks, Crypto, News | QuantInsti® | Beginner | Time Series Data, News Headlines, World Bank Data | Explore Course |
| Introduction to Data Science | QuantInsti® | Beginner | Work on a project for sports winning team prediction | Explore Course |
| Stock Market Basics | QuantInsti® | Beginner | The first step to trading in the markets | Explore Course |
Quantra is an advanced e-learning platform by QuantInsti, offering cutting-edge courses in algorithmic trading and quantitative finance. Designed for traders, analysts, and financial enthusiasts, Quantra equips learners with the skills and tools to master trading strategies and financial modeling through an interactive, self-paced format.
- Interactive Learning Experience: Courses combine videos, audios, presentations, multiple-choice questions, and hands-on exercises to ensure practical understanding.
- Industry Experts: Learn from leading practitioners and institutions like Dr. Ernest Chan, NSE Academy, and Interactive Brokers.
- Real-World Applications: Utilize real market data to backtest strategies, analyze results, and practice in a risk-free environment.
- Comprehensive Tracks: From beginner-friendly courses to advanced topics like machine learning and portfolio management, Quantra covers the entire spectrum of trading education.
- Over 50+ self-paced courses across algorithmic and quantitative trading.
- 700+ Jupyter Notebooks and 1069+ coding exercises for hands-on practice.
- 185+ trading strategies with practical insights for different asset classes.
- 1644+ explanatory videos and 30+ capstone projects for a deep dive into trading concepts.
Explore Quantra and take the first step toward mastering algorithmic trading:
Visit Quantra
Quantra provides 8 specialized learning tracks to cater to different levels of expertise and trading interests. Each track features curated content to help you master trading concepts effectively:
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🎓 Track 1: Algorithmic Trading for Beginners
Ideal for beginners looking to understand the basics of algorithmic trading. |
📈 Track 2: Technical Analysis Using Quantitative Methods
Learn to apply quantitative techniques for technical analysis. |
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📊 Track 3: Quantitative Trading in Futures and Options Markets
Master the intricacies of trading in futures and options markets. |
🤖 Track 4: Machine Learning & Deep Learning in Trading
Leverage machine learning and deep learning to create predictive models. |
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🧠 Track 5: Artificial Intelligence in Trading Advanced
Explore AI-driven approaches for advanced trading strategies. |
💹 Track 6: Algorithmic Trading in Cryptocurrency and Forex
Dive into cryptocurrency and forex markets with algorithmic methods. |
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📁 Track 7: Portfolio Management Using Quantitative Methods
Learn to construct, optimize, and manage portfolios quantitatively. |
⚡ Track 8: Advanced Algorithmic Trading Strategies
Discover sophisticated trading strategies for diverse financial instruments. |
Learn A to Z of Algorithmic and Quantitative Trading
Quantra® is an e-learning portal by QuantInsti® that specializes in Algorithmic & Quantitative Trading. Quantra offers the best self-paced courses that are a mix of videos, audios, presentations, multiple choice questions and highly interactive exercises.
Made on Python version 3.9.5
You can get in touch with us at [email protected]
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