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Capstone Exam in Statistics and Data Science

Regina Barzilay, Esther Duflo, Sara Fisher Ellison, Tommi Jaakkola, Patrick Jaillet, Philippe Rigollet, John Tsitsiklis, and Karene Chu

This capstone exam is the final part of the MITx MicroMasters Program in Statistics and Data Science. Complete the four courses in this program and take this virtually-proctored exam to earn your MicroMasters credential and demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities.

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This capstone exam is the final part of the MITx MicroMasters Program in Statistics and Data Science. Complete the four courses in this program and take this virtually-proctored exam to earn your MicroMasters credential and demonstrate your proficiency in data science or accelerate your path towards an MIT PhD or a Master's at other universities.

All eligible learners will be automatically enrolled for the Capstone Exam. If you are eligible and have not been enrolled by two weeks before the start date, or haven’t received an email notification, please contact us asap at [email protected]. You must upgrade to become a verified learner before the exam period begins.

What's inside

Learning objectives

  • To learn more about this program, please visit
  • .

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
The instructors for this course are highly respected for their work in data science and statistics
This is a comprehensive MicroMasters program that offers a deep dive into data science
Upon completion of the program and passing the capstone exam, learners will earn a MicroMasters credential from MITx
This program is well-suited for individuals who are interested in pursuing a career in data science or who want to accelerate their path towards an MIT PhD or a Master's degree at other universities
The program includes hands-on labs and interactive material, providing learners with practical experience in data science
Learners need to upgrade to a verified learner status before the exam period begins

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Learners who complete Capstone Exam in Statistics and Data Science will develop knowledge and skills that may be useful to these careers:
Data Scientist
Data scientists are in high demand as businesses look to make data-driven decisions. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to collect, analyze, and interpret data, and you'll gain experience using statistical and data science tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a data scientist.
Statistician
Statisticians use statistical methods to collect, analyze, interpret, and present data. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to design and conduct statistical studies, analyze data, and draw conclusions from your findings. This course will also help you build a strong foundation in the fundamentals of statistics, which will be essential for success as a statistician.
Data Analyst
Data analysts use data to solve business problems. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to collect, clean, and analyze data, and you'll gain experience using data analysis tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a data analyst.
Machine Learning Engineer
Machine learning engineers design, develop, and maintain machine learning models. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to build and train machine learning models, and you'll gain experience using machine learning tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a machine learning engineer.
Business Analyst
Business analysts use data to make informed decisions about business operations. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to collect, analyze, and interpret data, and you'll gain experience using business intelligence tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a business analyst.
Quantitative Analyst
Quantitative analysts use mathematical and statistical models to analyze financial data. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to build and use financial models, and you'll gain experience using financial data analysis tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a quantitative analyst.
Operations Research Analyst
Operations research analysts use mathematical and statistical models to solve business problems. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to build and use operations research models, and you'll gain experience using operations research software. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as an operations research analyst.
Market Researcher
Market researchers use data to understand customer needs and behaviors. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to design and conduct market research studies, and you'll gain experience using market research tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a market researcher.
Epidemiologist
Epidemiologists study the distribution and causes of diseases. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to design and conduct epidemiological studies, and you'll gain experience using epidemiological software. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as an epidemiologist.
Biostatistician
Biostatisticians apply statistical methods to solve problems in the medical field. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to design and conduct clinical trials, and you'll gain experience using biostatistical software. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a biostatistician.
Economist
Economists study the production, distribution, and consumption of goods and services. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to analyze economic data, and you'll gain experience using economic models. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as an economist.
Actuary
Actuaries use mathematical and statistical methods to assess risk and uncertainty. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to build and use actuarial models, and you'll gain experience using actuarial software. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as an actuary.
Financial Analyst
Financial analysts use data to make investment recommendations. This Capstone Exam in Statistics and Data Science will help you develop the skills and knowledge you need to be successful in this field. You'll learn how to analyze financial data, and you'll gain experience using financial analysis tools. This course will also help you build a strong foundation in the fundamentals of statistics and data science, which will be essential for success as a financial analyst.
Software Engineer
Software engineers design, develop, and maintain software applications. While not directly related to statistics or data science, this Capstone Exam in Statistics and Data Science may be useful for software engineers who want to develop data-driven applications. You'll learn about the fundamentals of statistics and data science, and you'll gain experience using statistical and data science tools.
Data Entry Clerk
Data entry clerks input data into computer systems. While not directly related to statistics or data science, this Capstone Exam in Statistics and Data Science may be useful for data entry clerks who want to advance their careers. You'll learn about the fundamentals of statistics and data science, and you'll gain experience using statistical and data science tools.

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