mit free online courses

10 Best + Free MIT Online Courses

MIT (Massachusetts Institute of Technology) is an educational, privately endowed research university founded in 1861. It is dedicated to advancing information and educating students in science, technology, material science, and different areas of scholarship which will best serve the nation and therefore the world in the 21st century. Below, a few of the most popular Massachusetts Institute of Technology courses you can take online for free are mentioned –

List of Free MIT Online Courses

1. Machine Learning with Python: from Linear Models to Deep Learning (Edx)

This course is about an in-depth introduction to the sector of machine learning, from linear models to deep learning and reinforcement learning, through active Python projects. – a part of the MITx MicroMasters program in Statistics and Data Science.

Machine learning methods are normally used across engineering and sciences, from computer science to physics. Moreover, commercial sites like search engines, recommender systems (e.g., Netflix, Amazon), advertisers, and financial institutions use machine learning algorithms for content recommendation, predicting client behavior, compliance, or risk.

What you will learn – 

  • This course will help you to understand the principles behind machine learning issues like classification, regression, clustering, and reinforcement learning.
  • Implement and analyze models such as linear models, kernel machines, neural networks, and graphical models.
  • Choose appropriate models for various applications.
  • Implement and organize machine learning projects, from training, validation, to feature engineering.

Pre-requirements

  • Proficiency in Python programming
  •  Equivalent probability theory course
  •  Vectors and matrices
  •  College-level single and multivariable calculus

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 15 weeks, 10-14 hours per week

Instructor – Regina Barzilay, Karene Chu, Tommi Jaakkola

2. Introduction to Computer Science and Programming Using Python (Edx)

This course is the first half of a two-course sequence: Introduction to Computer Science and Programming Using Python, and Introduction to Computational Thinking and Data Science. Together, they’re designed to assist individuals with no previous exposure to technology or programming who learn to think and write computational programs to tackle issues. Some of the people taking the two courses will use them as a stepping stone to a lot of advanced technology courses, but for many, it will be their first and last computer science courses.

What you will learn

  • The Python programming language
  • Some easy algorithms
  • Testing and debugging
  • Introduction to algorithmic complexity
  • Data structures

Pre-requirements –

  •  The programming language will be the plus point
  • Equivalent probability theory course
  • Vectors and matrices
  • College-level single and multivariable calculus

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 9 weeks, 10-14 hours per week

Instructor – John Guttag, Ana Bell, Eric Grimson

3. Supply Chain Analytics (Edx)

This active business and management course focuses on the applying of core supply chain analytics methodologies and modeling together with statistics, regression, optimization, and probability which is more than conceptual underpinnings. Students will be prepared for the common ways and tools they’ll encounter in their study or practice of supply chains. Various analytical ways and techniques are used by researchers and practitioners alike to better and higher design and manage their supply chains. This business and management course introduces the primary methods and tools that you simply can encounter in your study and practice of supply chains.

What you will learn

  • Basic analytical ways
  • How to apply basic probability models
  • Statistics in supply chains
  • Formulating and finding improvement models

  Pre-requirements –

  • Algebra and basic mathematics concepts
  • Knowledge of statistics and probability

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 15 weeks, 8-12 hours per week

Instructor – Chris Caplice

4. Policy for Science, Technology, and Innovation (Edx)

Innovation and accompanying science and technology are currently seen solely to have a profound connection to our health and daily life but also the society’s economic process and its corresponding ability to get social group welfare and solve social challenges and these economic and social group problems are deeply interrelated. This course focuses on science and technology policy. It will review the foundations of economic growth theory, innovation systems theory, and innovation organization theory, as well as the basic approaches to science and technology policy, building toward a classy understanding of those areas.

 This course helps students to examine the science and technology innovation system with an emphasis on public policy and therefore the federal government’s analysis and development role in the system. The class will use case studies as well as foundations of economic growth theory, innovation systems theory and innovation organization theory, and more. Students can build from basic approaches towards an advanced understanding.

What you will learn

  • Students can emerge from the course with a powerful grasp of the basics of innovation systems and therefore the economic and technology development factors behind them, and with a clear framework to approach science and technology policymaking. 
  • They will understand the basics of innovation-based economic growth theory, and also take an in-depth inspection at the innovation systems in health and energy.

Pre-requirements –

  •   Basic knowledge about Science and Technology

Who can take this Course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 8 weeks, 3-5 hours per week

Instructor – William B. Bonvillian

5. Introduction to Biology – The Secret of Life (Edx)

This course will allow you to explore the mysteries of organic chemistry, genetics, molecular biology, recombinant DNA technology and genetic science, and rational medicine

What you will learn –

  • How to describe the building blocks of life and the way their interactions dictate structure and performance in biology
  • How to predict genotypes and phenotypes given biological science information
  • How to explain the central dogma of molecular biological science and convert DNA sequence to polymer sequence to protein sequence
  • How to use molecular tools to study biology
  • How to describe the principles of early sequencing as well as trendy sequencing and the effects of those technologies on the field of genetic science.
  • How to apply the principles of modern biology to problems in today’s society

Pre-requirements –

  •  High school level biology and chemistry. A desire to learn is required.

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 16 weeks, 5-10 hours per week

Instructor – William B. Bonvillian

6. Financial Accounting (Edx)

This course also helps students use financial statements to assemble inputs to valuation models and for corporate finance choices. Accounting is the language of business. It is tough to understand business without knowing some accounting. Knowing accounting can help learners better understand and contribute to their own companies and better understand the business around them. 

This course offers general managers, financial analysts, financial advisors, quantitative researchers, quality managers, risk managers, quantitative developers operating in financial services, professionals servicing the financial industry the tools to succeed. Undergraduate and graduate students looking to enter business generally or finance especially would also benefit greatly from this valuable course.

What you will learn –

  • Understand accounting terms
  • Understand how financial statements are made
  • Ability to scan financial statements
  • Gather inputs to valuation models and for a corporate finance decision

Pre-requirements –

  •  Probability and Statistics
  •  Calculus
  •  Linear algebra

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 10 weeks, 12-14 hours per week

Instructor – John Core, Egor Matveyev

7. Sustainable Building Design (Edx)

In this course, you’ll be introduced to a range of technologies and analyses for designing comfortable, efficient buildings.

The essential focus of this course is the study of the thermal and luminous behavior of buildings. You’ll examine the fundamental scientific principles underlying these phenomena, and use design software and climate data to explore the role light and energy can play in shaping design. Students and professionals around the world should prepare for careers in this future energy landscape, gaining relevant skills and knowledge to the transformation in the industry, government and non-governmental organizations, academics, and nonprofits.

These efficiency design elements are critical to the larger challenge of producing energy for a growing population whereas reducing carbon emissions.

What you will learn –

  • Understand the scientific principles underlying the thermal and luminous behavior of buildings.
  • Learn to evaluate the benefits and drawbacks of a range of technologies for creating comfortable indoor environments

Pre-requirements –

  •  Strong English language skills
  •  Ability to perform basic mathematical operations
  •  Study of architecture, physics, environmental science, sustainability, and/or engineering helpful
  •  Some experience with computer-aided design helpful

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 13 weeks, 8-10 hours per week

Instructor – Christoph Reinhart

8. Nuclear Energy: Science, Systems and Society (Edx)

This course offers an introduction to the essential physics of nuclear energy and radiation, with an emphasis on the distinctive attributes and challenges of nuclear energy. Peaceful applications of radiation to assist the human race, such as reactors for materials science analysis, nuclear medicine, security initiatives, and quantum technology, are introduced.

The course explores fission energy, establishing the scientific, engineering, and economic basis for fission reactors, and can describe the state of the art in nuclear technology.

We will also learn about magnetic fusion energy analysis, with lectures covering the scientific and engineering basis of tokamaks, the state of the art in world fusion experiments, and therefore the MIT university vision for high-magnetic field fusion reactors.

What you will learn –

Learners will be able to answer the questions such as;

  • “What are common and not-so-common sources of radiation, and may I be concerned?”
  • “Can nuclear energy facilitate the climate change problem?”
  • “Is nuclear energy cost-competitive?”
  • “Do I need a nuclear energy plant in my backyard?”
  • “What is the basic idea behind fusion energy and the way viable are proposed paths to develop fusion reactors?”
  • “How abundant radiation exists around me?”
  • “What are the challenges and opportunities in quantum computation and quantum technology?”

Pre-requirements –

  • Ability to perform basic mathematical operations
  • Basic Calculus

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 11 weeks, 8-10 hours per week

Instructor – Jacopo Buongiorno, John Parsons, Anne White, Michael Short

9. Mastering Quantum Mechanics (Edx)

This course offers a classy view of quantum physics and its proper mathematical foundation. Completing the course can give you the tools required to do analysis in quantum mechanics and to understand many current developments. The first half reviews the fundamentals of wave mechanics and introduces the variation principle. The second half covers Heisenberg’s uncertainty principle and the concept of compatible operators. The third half introduces the concept of tensor product states to discuss entanglement and Bell inequalities.

What you will learn –

  • Basics of Wave Mechanics.
  • The Variational Principle.
  • Spin one-half and Spin Operators.
  • Vector spaces and linear operators.
  • Dirac’s Bra-ket notation.
  • Uncertainty Principle and compatible operators.
  • The Schrodinger and Heisenberg pictures of quantum mechanics.
  • Coherent and the Squeezed States.
  • Two state systems and applications to NMR.
  • Entanglement and Bell’s inequality. Teleportation
  • Angular momentum and central potentials
  • Addition of angular momentum

Pre-requirements –

  •  Some knowledge of wave
  •  Proficiency in calculus and some knowledge of linear algebra.

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 18 weeks, 12-14 hours per week

Instructor – Barton Zwiebach

10. Site Planning Online (Edx)

Towns are built site by site.

Site designing has been taught in urban planning, landscape architecture, and architecture programs for over a century and continues to be a foundation course for people who aspire to plan the built environment. It is a required subject on licensing and certification programs for every one of those disciplines.

Mastering the art of site designing requires substantive information, well-honed design skills, and familiarity with examples and prototypes of site organization.

This course provides the views of leading academics and practitioners on the necessary issues in preparing site plans. It offers a foundation of knowledge, and therefore the opportunity to apply what is learned in preparing a site plan.

What you will learn –

  • To analyze a site and imagine the possibilities for its use.
  • To create a program and a plan for a site.
  • To make choices about site infrastructure.

Pre-requirements

  •  Basic understanding of land and building form.

Who can take this course –

Unfortunately, learners from one or a lot of the subsequent countries or regions won’t be able to register for this course: Iran, Cuba, and the Crimea region of Ukraine. Whereas edX has sought licenses from the U.S. workplace of Foreign Assets management (OFAC) to supply our courses to learners in these countries and regions, the licenses we’ve received don’t seem to be broad enough to permit the U.S.A. to supply this course altogether. edX regrets that the U.S. sanctions forestall the U.S.A. from providing all of our courses to everybody, wherever they live.

Duration – 10 weeks, 4-6 hours per week

Instructor – Mary Anne Ocampo, Gary Hack

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