This course 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. Incorporating real-life case studies, this course covers both the technical and the “soft skills” necessary for investment professionals to stay relevant.
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課程信息
Background in investment products and firms
您將學到的內容有
Describe how machine learning applications can address real-world investment problems
Explain machine learning concepts and techniques to a non-expert audience
Utilize the language of data science when working with data scientists and data engineers
Apply the CFA Institute Ethical Decision-Making Framework to machine learning dilemmas
您將獲得的技能
- Data Science
- Ethics
- Machine Learning
- Communication
- Investment
Background in investment products and firms
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特许金融分析师协会
CFA Institute is a global association of investment professionals. The mission of CFA Institute is served by generating value for core investment management professionals and engaging with the core investment management industry to advance ethics, market integrity, and professional standards of practice, which collectively contributes value to society.
授課大綱 - 您將從這門課程中學到什麼
Welcome To Machine Learning for Investment Professionals
Machine Learning
Supervised Learning
Unsupervised Learning
Deep Learning
關於 Data Science for Investment Professionals 專項課程
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. Check out this short video overview.

常見問題
我什么时候能够访问课程视频和作业?
我订阅此专项课程后会得到什么?
有助学金吗?
Does completing this course give me credit in any CFA Institute Programs?
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