AI & Data Science

Algorithmic Trading Essentials

Mastering the Fundamentals of Algorithmic Trading

Workload: 400 hours Topics: AI for Financial Services and Fintech
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 Essentials is designed to equip participants with the foundational skills necessary to navigate the complex world of algorithmic trading. This course emphasizes hands-on learning through project-based activities, allowing participants to apply theoretical concepts in practical scenarios. Participants will engage with real-world datasets and trading platforms, fostering an immersive learning experience that prepares them for immediate application in the financial services and fintech sectors.
The curriculum covers a wide range of topics, from the basics of financial markets to the intricacies of developing and implementing trading algorithms. By the end of this course, participants will not only have a solid understanding of algorithmic trading strategies but also the ability to publish their findings in Cademix Magazine, enhancing their professional visibility. This interactive approach ensures that learners leave with both theoretical knowledge and practical skills that are directly applicable in today's job market.
Introduction to Financial Markets and Instruments
Overview of Algorithmic Trading: Concepts and Strategies
Data Acquisition and Preprocessing for Trading Algorithms
Technical Analysis: Indicators and Chart Patterns
Developing Algorithmic Trading Strategies using Python
Backtesting Strategies: Tools and Techniques
Risk Management in Algorithmic Trading
Execution Algorithms: Types and Implementation
Performance Metrics for Trading Algorithms
Final Project: Creating and Presenting a Trading Algorithm

Learning goal

To develop practical skills in algorithmic trading and the ability to create and analyze trading algorithms effectively.

Target group

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

Prerequisites

Basic understanding of programming (preferably Python) and familiarity with financial markets.

Format and certification

Teaching method: Project-based, interactive.

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

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria