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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.

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.

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Learning objectives

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Know what's good

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, 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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Career center

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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for 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.

See salaries and explore the career path for Software Engineer

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.

See salaries and explore the career path for Data Entry Clerk

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Effort

10 to 14 hours per week for 4 weeks

Level

Advanced

Via

edX

Institution

Massachusetts Institute of Technology

Instructors

Regina Barzilay

Esther Duflo

Sara Fisher Ellison

Tommi Jaakkola

Patrick Jaillet

Philippe Rigollet

John Tsitsiklis

Karene Chu

Session

March 11, 2024 - April 18, 2024

Language

English

Transcript

English

This course belongs to a collection called Statistics and Data Science. It's comprised of five courses:

Probability - The Science of Uncertainty and Data
Data Analysis in Social Science—Assessing Your Knowledge
Fundamentals of Statistics
Machine Learning with Python: from Linear Models to Deep Learning
Capstone Exam in Statistics and Data Science (viewing)

Good to know

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

Share and help others discover this course.

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