Description
Applications of Machine Learning in Trading course. Course of machine learning applications in business. Dive into the essence of machine learning, not by simply using the tool, but by discovering its core principles through the lens of quantitative financial case studies. This course has been carefully designed to provide a solid foundation in the theory and mathematical foundations of machine learning. With this theoretical background, we then turn to a series of detailed case studies, each carefully selected to enrich your understanding and illustrate the practical applications of these concepts in the realm of quantitative finance. This course is designed to first provide a thorough understanding of the theory and mathematical foundations underlying each section. Following this theoretical foundation, we turn to case studies to enrich your understanding and demonstrate the practical application of these concepts in quantitative finance. This approach ensures a strong understanding of both the abstract and practical aspects of machine learning and provides you with a comprehensive insight into its deployment in the financial domain. Through detailed case studies, we explore the nuances of algorithmic trading, risk management, asset pricing, and portfolio optimization, and show how machine learning can uncover insights from vast data sets and guide decision-making. This combination of theory, case study analysis, and interactive learning will equip you with not only the knowledge but the confidence to apply machine learning innovations to quantitative finance. Whether you are a financial professional looking to use machine learning for strategic decision making, a mathematician curious about the financial applications of these algorithms, or a complete newcomer to either field, this course is designed to equip you with the knowledge , skills are designed. and insights to drive and excel at the intersection of machine learning and finance.
What you will learn in the Applications of Machine Learning in Trading course
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Understand the main concepts and theories of machine learning
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Gain a comprehensive understanding of the mathematical principles underlying machine learning algorithms
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Explore the frontiers of machine learning theory: Students will engage with the latest research and theoretical developments in machine learning.
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Ethical considerations and theoretical limitations
This course is suitable for people who
- Designed for beginners in quantitative finance who want to get a good overview of machine learning
- Any graduate or professional with a math background looking to learn machine learning techniques
Application of Machine Learning in Trading course specifications
Course topics on 3/2024
Prerequisites for the Applications of Machine Learning in Trading course
- Statistics and Calculus background will be beneficial but not necessary
- No Machine Learning knowledge needed
Course images
Sample video of the course
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 720p
download link
File(s) password: www.downloadly.ir
Size
2.9 GB
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