In 2024, you can take ten courses:
- Using data to understand the world
Find out about:
- data analysis capabilities;
- several basic algorithms;
- computational concept;
- data structures
Register for MIT’s Understanding the World through Data course at https: edx.org/learn/data-science.
2. Python-based machine learning
Find out about:
- model selection;
- ML project management;
- solution to the problem;
- programs for the real world
MIT’s machine learning program uses Python to move from linear models to deep learning.
3. Basics of Statistics
Find out about:
- how to create estimates using maximum likelihood and moment techniques;
- how to analyze data;
- concepts related to probability;
- practical applications.
Fundamentals of Statistics, Massachusetts Institute of Technology https: edx.org/learn/statistics
4. Overview of Python Programming and Computer Science
Find out about:
- simple programming for beginners;
- learn Python;
- solve problems;
- practical lessons.
Register for MIT’s Introduction to Computer Science and Python Programming course at https: edx.org/learn/computer-science.
5. Data-Driven Science of Uncertainty
Find out about:
- concepts related to probability;
- statistical methods;
- data analysis;
- practical applications
- probability, the science of uncertainty and data, at https: edx.org/learn/
6. Supply Chain Analytics
Find out about:
- data-driven strategy;
- supply chain management;
- analytical instruments;
- use of business applications;
- MIT Supply Chain Analytics is available at https://lnkd.in/d8g7hf3x.
7. An overview of data science and computational thinking.
Find out about:
- Monte Carlo models;
- using the PyLab program;
- probabilistic modeling and statistical thinking;
- Introduction to Computational Thinking and Data-4, available at https: edx.org/learn/
8. Opening your own business.
Find out about:
- search for commercial prospects;
- creating and evaluating your product;
- busting the biggest myths about entrepreneurship.
Become an entrepreneur at MIT at https: edx.org/learn/entrepreneurship.
9. Using computational thinking in simulation and modeling
Find out about:
- concept of modeling;
- modeling techniques.
MIT uses computational thinking for modeling and simulation.
10. Manufacturing Process Basics
Find out about:
- production technology;
- design ideas;
- Materials Science.
MIT Manufacturing Process Principles can be found at https: edx.org/learn/manufacturing/