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Statistics and Data Science

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Master the skills needed to solve complex data challenges

Demand for professionals skilled in data, analytics, and machine learning is exploding. The

reports that demand for data science skills will drive a 27.9 percent rise in employment in the field through 2026. Data scientists bring value to organizations across industries because they are able to solve complex challenges with data and drive important decision-making processes. Not only is there a huge demand, but there is a significant shortage of qualified data scientists with 39% of the most rigorous data science positions requiring a degree higher than a bachelor’s.

This MicroMasters program in Statistics and Data Science is comprised of four online courses and a virtually proctored exam that will provide you with the foundational knowledge essential to understanding the methods and tools used in data science, and hands-on training in data analysis and machine learning. You will dive into the fundamentals of probability and statistics, as well as learn, implement, and experiment with data analysis techniques and machine learning algorithms. This program will prepare you to become an informed and effective practitioner of data science who adds value to an organization. The program certificate can be applied, for admitted students, towards a PhD in Social and Engineering Systems (SES) through the MIT Institute for Data, Systems, and Society (IDSS) or may accelerate your path towards a Master’s degree at other universities around the world.

Anyone can enroll in this MicroMasters program. It is designed for learners that want to acquire sophisticated and rigorous training in data science without leaving their day job but without compromising quality. There is no application process but college-level calculus and comfort with mathematical reasoning and Python programming are highly recommended if you want to excel. All the courses are taught by MIT faculty at a similar pace and level of rigor as an on-campus course at MIT. This program brings MIT’s rigorous, high-quality curricula and hands-on learning approach to learners around the world – at scale.

For more detail on this program and credit pathways, please visit

What you'll learn

  • Master the foundations of data science, statistics, and machine learning
  • Analyze big data and make data-driven predictions through probabilistic modeling and statistical inference; identify and deploy appropriate modeling and methodologies in order to extract meaningful information for decision making
  • Develop and build machine learning algorithms to extract meaningful information from seemingly unstructured data; learn popular unsupervised learning methods, including clustering methodologies and supervised methods such as deep neural networks
  • Finishing this MicroMasters program will prepare you for job titles such as: Data Scientist, Data Analyst, Business Intelligence Analyst, Systems Analyst, Data Engineer

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From MITx, Massachusetts Institute of Technology via edX
Hours 252
Instructors John Tsitsiklis, Patrick Jaillet, Qing He, Jimmy Li, Jagdish Ramakrishnan, Katie Szeto, Kuang Xu, Dimitri Bertsekas, Eren Can Kizildag, Karene Chu, Esther Duflo, Sara Fisher Ellison, Philippe Rigollet, Jan-Christian Hütter, Regina Barzilay, Tommi Jaakkola
Language English
Subjects Programming Data Science Mathematics Business Social Sciences Science

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Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

AD, Data Science $47k

Associate Data Science Supervisor $55k

Science writer / data analyst $63k

Genomic Data Science Programmer $75k

Volunteer Director of Data Science $78k

Expert Data Science Supervisor $79k

Supervisor 1 Data Science Supervisor $91k

Guest Director of Data Science $101k

Data Science Architect $105k

Head of Data Science $131k

Assistant Director 1 of Data Science $133k

Owner Director of Data Science $149k

Courses in this MicroMasters

Listed in the order in which they should be taken

Starts Course Information

On Demand

Probability - The Science of Uncertainty and Data (You were viewing this course)

The world is full of uncertainty: accidents, storms, unruly financial markets, noisy communications. The world is also full of data. Probabilistic modeling and the related field...

edX | MITx, Massachusetts Institute of Technology

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Aug
17

Data Analysis in Social Science—Assessing Your Knowledge

*Enrollment for this course will open on July 20, 2020 * To learn more about this MicroMasters program, please visithttps://micromasters.mit.edu/ds/. This course consists of an...

edX | MITx

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On Demand

Fundamentals of Statistics

Statistics is the science of turning data into insights and ultimately decisions. Behind recent advances in machine learning, data science and artificial intelligence are...

edX | MITx, Massachusetts Institute of Technology

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On Demand

Machine Learning with Python: from Linear Models to Deep Learning

If you have specific questions about this course, please contact us [email protected]. Machine learning methods are commonly used across engineering and sciences, from computer...

edX | MITx, Massachusetts Institute of Technology

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On Demand

Capstone Exam for Statistics and Data Science

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...

edX | MITx

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edX

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MITx, Massachusetts Institute of Technology

From MITx, Massachusetts Institute of Technology via edX
Hours 252
Instructors John Tsitsiklis, Patrick Jaillet, Qing He, Jimmy Li, Jagdish Ramakrishnan, Katie Szeto, Kuang Xu, Dimitri Bertsekas, Eren Can Kizildag, Karene Chu, Esther Duflo, Sara Fisher Ellison, Philippe Rigollet, Jan-Christian Hütter, Regina Barzilay, Tommi Jaakkola
Language English
Subjects Programming Data Science Mathematics Business Social Sciences Science

Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

AD, Data Science $47k

Associate Data Science Supervisor $55k

Science writer / data analyst $63k

Genomic Data Science Programmer $75k

Volunteer Director of Data Science $78k

Expert Data Science Supervisor $79k

Supervisor 1 Data Science Supervisor $91k

Guest Director of Data Science $101k

Data Science Architect $105k

Head of Data Science $131k

Assistant Director 1 of Data Science $133k

Owner Director of Data Science $149k

Similar Courses

Sorted by relevance