Math, Numerical Methods & Data Analytics

Algorithmic Trading Strategies for Beginners

Foundations of Algorithmic Trading for Newcomers

Workload: 448 hours Topics: Mathematical Programming
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Algorithmic Trading Strategies for Beginners equips participants with essential skills to navigate the complexities of algorithmic trading. The course is structured around practical applications, allowing learners to engage in hands-on projects that simulate real-world trading scenarios. By the end of the program, participants will have a solid understanding of various trading strategies and the mathematical principles that underpin them, enhancing their ability to make informed decisions in financial markets.
The curriculum emphasizes interactive learning, encouraging participants to collaborate on projects and share their findings in Cademix Magazine. This approach not only solidifies their understanding of algorithmic trading but also fosters a community of practice among peers. Participants will work on a final project that involves developing and testing a trading algorithm, ensuring they leave the course with tangible skills and a portfolio-ready project.
Introduction to Algorithmic Trading Concepts
Overview of Financial Markets and Instruments
Mathematical Foundations for Trading Algorithms
Data Acquisition and Preprocessing Techniques
Introduction to Programming Languages for Trading (Python/R)
Developing Basic Trading Strategies
Backtesting and Performance Evaluation of Strategies
Risk Management Techniques in Algorithmic Trading
Implementing Trading Algorithms in Real-Time
Final Project: Design and Present a Trading Algorithm

Learning goal

Participants will develop the ability to design, implement, and evaluate algorithmic trading strategies.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic understanding of programming and statistics.

Format and certification

Teaching method: Project-based, interactive.

Certificate: Certificate of Attendance, Certificate of Expert issued by Cademix Institute of Technology.

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