What you will learn
- Master the foundations of data science, data analysis, time series with interventions, 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.
- Understand the interplay between statistics and computation for the analysis of real data.
- Learn the methods for harnessing and analyzing data to answer questions of cultural, social, economic, and policy interest, and then assess that knowledge.
- Finishing this track of the MicroMasters program will prepare you for job titles such as: Data Scientist, Data Analyst, Business Intelligence Analyst, Systems Analyst, Data Engineer in Social Sciences contexts.
Program Overview
Expert instruction
5 graduate-level courses
Instructor-led
Assignments and exams have specific due dates
1 year 1 month
10 - 14 hours per week
Discounted price: $1,350
Pre-discounted price: $1,500USD
For the full program experience
Courses in this program
MITx's Statistics and Data Science (Time Series and Social Sciences Track) MicroMasters® Program
- Probability - The Science of Uncertainty and Data
- Machine Learning with Python: from Linear Models to Deep Learning.
- Learning Time Series with Interventions
- Data Analysis in Social Science — Assessing Your Knowledge.
- Capstone Exam in Statistics and Data Science
- Job Outlook
Meet your instructors from Massachusetts Institute of Technology (MITx)
See instructor bios
Experts from MITx committed to teaching online learning
Program endorsements
Our business has data at its core. In a competitive marketplace, we have a growing need for employees trained in the critical field of data science with strong analytical skills. The MITx MicroMasters in Statistics and Data Science provides an excellent opportunity for learners to have rigorous training in statistics, data analysis and machine learning and to develop the skills necessary to be competitive in a world increasingly shaped by data.
Joseph Logue , Executive Vice President
Enrolling Now
Discounted price: $1,350
Pre-discounted price: $1,500USD
5 courses in 1 year 1 month
FAQs
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