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Data Science for Investment Professionals

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This Specialization is uniquely tailored to the needs of investment professionals or those with investment industry knowledge who want to develop a basic, practical understanding of machine learning techniques and how they are used in the investment process. Through the three courses, you will learn techniques for presenting data and importance of the “data story”, produce data visualizations using Python, assess and apply probability concepts to investing scenarios, compare simple time-series models and understand their limitations, discover how machine learning applications can address investment problems, and understand how to apply the CFA Institute Ethical Decision-Making Framework to machine learning dilemmas. All that you learn in this Specialization will give you the knowledge and confidence to explain clearly and “translate” machine learning concepts and their application to real-world investment problems to a non-expert audience and clients.

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"Data Science for Investment Professionals" is a specialized course designed for individuals in the investment sector who seek to enhance their skills with practical machine learning techniques. Offered through Coursera, this foundational program provides a comprehensive understanding of how data science can be applied within the investment industry. Taught by experienced instructors, the course covers essential machine learning concepts and their real-world applications in finance. Although the course duration is flexible to accommodate your schedule, you can choose from two subscription options: Starter or Professional, depending on your learning needs. Ideal for investment professionals or those with a background in the industry, this course empowers you to leverage data science to make informed investment decisions and stay ahead in the fast-evolving financial landscape.