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Data Science Certificate_1920x400
Data Science Certificate_800x400

Data Science for Investment Professionals Certificate

Are you ready for the machine learning revolution? The Data Science for Investment Professionals Certificate provides you with practical knowledge of data techniques and machine learning fundamentals and how they are used in the investment process. This certificate is designed to enable you to apply machine learning concepts to real-world investment problems and explain them clearly to a non-expert audience and clients. You will have the opportunity to gain practical experience through immersive code labs that draw on real-world scenarios.

The certificate is composed of five courses with practical application exercises and one final assessment.

 

Enrol Now >

 

How it works

Take each of the six courses, with assessments and activities along the way, to guide and ensure your understanding. Then take the final assessment to earn the Investment Foundations Certificate and digital badge.

Modular Structure Flexible Deliver Program Excellence
– Five courses and one final assesment

– 90-100 hours of total study time

– Self-paced

– Progress tracking

– Set study goals

– 12 month access to coursework

– Engaging content

– Online, 100 multiple

– Choice question final assessment

– Shareable certificate upon successful completion

Prerequisites
No prerequisites are required for this certificate.

What You’ll Learn

Upon completion of this certificate you will be able to:

• Describe and evaluate machine learning techniques
• Select and develop data visualizations using Python
• Apply machine learning to address investment problems
• Explain machine learning techniques to a non-expert audience
• Use natural language processing to make investment decisions
• Evaluate and mitigate machine learning biases

Topics Covered

• Fintech
• Quantitative Methods

Course descriptions are provided below or you can view the full syllabus (PDF).

Units Covered

The Data Science for Investment Professionals Certificate will provide you practical understanding of data science and machine learning applications in the investment process.

Click to expand
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Data and Statistics Foundation for Investment Professionals

Understand foundational data science techniques used in machine learning and ways to present data using visualizations in report writing.

 

Statistics for Machine Learning for Investment Professionals

Examine modeling frameworks and get familiar with Python and R languages to improve investment decision making.

 

Machine Learning for Investment Professionals

Gain an understanding of machine learning along with the technical and soft skills needed to use it in the investment process.

 

Natural Language Processing for Investment Professionals

Learn to leverage NLP in sentiment analysis for use in investment valuation models and the decision-making process.

 

Mitigating Biases in the Data Science Pipeline for Investment Professionals

Learn how to take apart a machine learning model, identify potential biases and take measures to mitigate them.

 

Final Assessment

The final assessment will be an online, unproctored assessment consisting of 60 multiple choice questions. You will have 2 attempts to complete the assessment.

Data Science Certificate_800x500

Fees and Scheduling

You can register for theData Science for Investment Professionals Certificate for USD1,599.

Once registered, you will have 12 months to complete the fiver courses and a final assessment, all completed through the online learning system.

The final assessment will be automatically available to all enrolled participants via the online learning system.

Data Science for Investment Professionals Certificate

Enroll Today

Gain practical understanding of data science and machine learning applications in the investment process.

Study with the CFA Institute

CFA Program

CFA Program

The CFA Program is designed to equip you with the kind of expertise and real-world skills in investment analysis that will help you advance your career. Whether you are a practicing investment professional, a student or looking to start a career in this field, the CFA Program offers a way to move forward and achieve your professional goals.

Learn More >
Certificate ESG Investing

Certificate in ESG Investing

Gain the knowledge you and your employees need to manage investments with a focus on integrating environmental, social, and governance (ESG) factors. The CFA Institute Certificate in ESG Investing is now a global product of CFA Institute.

Learn More >

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