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Machine Learning for new age AI/mit-programs/machine-learning-for-new-age-ai

Machine Learning for new age AI

This two-course program from MIT helps in demystifying Machine Learning through computational engineering principles and applications.

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April 28, 2023
Start Date
4-6 hours/week
Time Commitment
5 weeks/course (10 weeks)
Duration
Online
Format

What you will learn

Understand and Learn how the computational tools used in engineering problem-solving are put into practice in this 2-course program.

Simulate physical processes using numerical discretization methods.

Assess cost-accuracy trade-offs in numerical simulation.

Learn powerful optimization techniques and understand their fundamental role in machine learning.

Describe canonical machine learning problems from a statistical perspective.

Practice real-world forecasting and risk assessment problems using Monte Carlo simulation.

Understand why and how machine learning methods may improve engineering problem-solving.

Learn how researchers make better predictions with missing or sparse data.

Transfer machine learning approaches developed in one industry to another industry.

Quantify risk and clarify salient features from data in complex systems.

Assess conditions when a machine learning approach may not be helpful or worth the extra effort.

Who Should Enroll

  • Industry professionals with at least a bachelor's degree in engineering (e.g., computer science, mechanical, civil, aerospace, chemical, materials, nuclear, biological, electrical, electronics etc.) or the physical sciences.
  • Other technical professionals with a background in college-level mathematics including differential calculus, linear algebra, and statistics.
  • Programming experience not necessary, but some experience with MATLAB (R) is very useful.

PROGRAM FEE: $2,375 / $2,255

(All-Inclusive)

Enroll Now

Pay in Full or in Interest-Free Installments

How you will learn

  • LEARN BY DOING

    Practice processes and methods through simulations, assessments, case studies, and tools.

  • LEARN FROM OTHERS

    Connect with an international community of professionals while working on projects based on real-world examples.

  • LEARN ON DEMAND

    Access all of the content online and watch videos on the go.

  • REFLECT AND APPLY

    Bring your new skills to your organization, through examples from technical work environments and ample prompts for reflection.

  • DEMONSTRATE YOUR SUCCESS

    Earn a Professional Certificate and 2.5 Continuing Education Units (CEUs) from MIT.

  • LEARN FROM THE BEST

    Gain insights from leading MIT faculty and industry experts.

MIT Faculty & Industry Experts

Meet your instructors

Courses In this Program

To earn a Professional Certificate and CEUs, you must complete the two courses in the program.

  • Machine Learning, Modeling, and Simulation Principles

    Machine Learning, AI-based Modeling, and Simulation Principles

    Course 1 of 2 in the program is Machine Learning, AI-based Modeling, and Simulations which involve engineering problem-solving in the age of AI.

  • Applying Machine Learning to Engineering and Science

    Applying Machine Learning to Business, Engineering, and Science

    Course 2 of 2 in the program is Applying Machine Learning to Business, Engineering, and Science which includes use cases of machine learning in various industries.

Enroll Now Download Brochure

Dual Certification Programs

Select any USAII™ program according to your eligibility with Machine Learning for new age AI and Save 10% on each program fee.

  • Machine Learning for new age AI

    • 10 Weeks
    • $2,375

    +

    Certified Artificial Intelligence Scientist (CAIS™)

    • 4-25 Weeks
    • $894

    OR

    Certified Artificial Intelligence Consultant (CAIC™)

    • 4-25 Weeks
    • $787

    @ $3,269 / $3,060 ONLY

    Apply Now
     

    @ $3,162 / $2,960 ONLY

    Apply Now

Frequently Asked Questions

  • What will I gain with this program?

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The best companies connect with the best minds at MIT

Deepen your team’s career knowledge and expand their abilities with MIT xPRO’s online courses for professionals. Develop customized learning for your team with bespoke courses and programs on your schedule. Set a standard of knowledge and skills, leading to effective communication among employees and consistency across the enterprise.

Find out what MIT xPRO can do for your team.

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For any queries, please write to us at

mitprograms@usaii.org