Statistics and Data Science Micromaster Certification by MIT (edX)

Statistics and Data Science Micromaster Certification by MIT (edX) ranks 6th in the list of best online probability & statistics courses. This MicroMasters® program in Statistics and Data Science (SDS) was developed by MITx and the MIT Institute for Data, Systems, and Society (IDSS). It is a multidisciplinary approach 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.

This MicroMasters program, which consists of four online courses, will help you gain the foundational knowledge needed to understand the methods and tools used in data science and get hands-on experience with machine learning and data analysis. Begin with the fundamentals of probability and statistics before progressing to data analysis techniques and machine learning algorithms. To get the most out of this certification, you should be familiar with college-level calculus, mathematical reasoning, and Python programming. By the end of the program, you will be prepared to apply for a variety of data science positions.

What you will 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

Highlights:

• Strengthen your foundation of data science, statistics, and machine learning throughout the series of 5 courses.
• Instructors provide tips and advice on the best practices to develop and implement algorithms using the tools.
• Learn to analyze big data and make data-driven predictions through statistical inference and probabilistic modeling to extract meaningful data for decision making.
• Build machine learning algorithms to make sense of the unstructured data and gain relevant information.
• Work on popular unsupervised learning methods such as clustering methodologies and supervised methods such as deep neural networks.
• There are various job titles that can be applied to, after the completion of this certification such as data scientist, data analyst, system analyst to name a few.

Duration: 2 to 16 weeks per course, 10 to 14 hours per week, per course

Rating: 4.6/5.0

Enroll here: edx.org/micromasters/mitx-statistics-and-data-science