Massachusetts Institute of Technology Courses

Machine Learning with Python: from Linear Models to Deep Learning.

28 reviews

An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 15 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Algorithms

21 reviews

Comprehensive exploration of algorithmic concepts, data structures, and problem-solving techniques, emphasizing mathematical modeling and performance analysis for computational challenges.

• MIT OpenCourseWare
• 35 hours
• On-Demand
• Free Video

Cryptocurrency Engineering and Design

18 reviews

This course looks at the design of Bitcoin and other cryptocurrencies and how they function in practice, focusing on cryptography, game theory, and network architecture.

• MIT OpenCourseWare
• 25 hours
• On-Demand
• Free Video

Principles of Digital Communications I

15 reviews

The course serves as an introduction to the theory and practice behind many of today's communications systems.

• MIT OpenCourseWare
• 30 hours
• On-Demand
• Free Video

Supply Chain Fundamentals

14 reviews

Learn fundamental concepts for logistics and supply chain management from both analytical and practical perspectives – part of the MITx MicroMasters Credential in Supply Chain Management.

• edX
• 13 weeks, 8-12 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Deep Learning

12 reviews

Deep Learning is subset of machine learning focused on extracting patterns from data using neural networks and use those patterns to inform the learning tasks.

• YouTube
• 2 days 7 hours 16 minutes
• On-Demand
• Free Video

This course is for students wishing to explore blockchain technology's potential use—by entrepreneurs and incumbents—to change the world of money and finance.

• MIT OpenCourseWare
• 29 hours
• On-Demand
• Free Video

A Global History of Architecture

10 reviews

Learn about humanity’s rich architectural history on this journey around the globe – from 100,000 BCE to ca. 1,600 CE.

• edX
• 13 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

Visualizing Japan (1850s-1930s): Westernization, Protest, Modernity

10 reviews

A MITx/HarvardX collaboration, this course explores Japan’s transition into the modern world through the historical visual record.

• edX
• 6 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Signals and Systems

10 reviews

This course covers the fundamentals of signal and system analysis, focusing on representations of discrete-time and continuous-time signals and representations of linear, time-invariant systems.

• MIT OpenCourseWare
• 20 hours
• On-Demand
• Free Video

Fundamentals of Statistics

10 reviews

Develop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Science.

• edX
• 17 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Policy for Science, Technology and Innovation

9 reviews

This course will examine the science and technology innovation system, including case studies on energy, computing, advanced manufacturing and health sectors, with an emphasis on public policy and the federal government’s R&D role in that system

• edX
• 8 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

FinTech: Shaping the Financial World (Spring 2020)

9 reviews

This course about financial technology, or FinTech, is for students wishing to explore the ways in which new technologies are disrupting the financial services industry

• MIT OpenCourseWare
• 14 hours
• On-Demand
• Free Video

Public Transportation Systems

9 reviews

This course discusses the evolution and role of urban public transportation modes, systems, and services, focusing on bus and rail.

• MIT OpenCourseWare
• 22 hours
• On-Demand
• Free Video

Principles of Microeconomics

8 reviews

This introductory undergraduate course covers supply and demand, market equilibrium, consumer theory, production and the behavior of firms, monopoly, oligopoly, welfare economics, public goods, and externalities.

• MIT OpenCourseWare
• 21 hours
• On-Demand
• Free Video