Studyportals

AI and Machine Learning

Pre-Master Online
4 months
Duration
4500 USD/full
4500 USD/full
Unknown
Tuition fee
Unknown
Unknown
Apply date
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Unknown
Start date

About

Gain in-demand skills in artificial intelligence and machine learning by studying statistical machine learning, deep learning, supervised and unsupervised learning, knowledge representation and reasoning with this AI and Machine Learning offered by Coursera in partnership with Arizona State University.

Visit the official programme website for more information

Overview

Learn the theories and techniques used by practitioners in the field of artificial intelligence and machine learning with this  AI and Machine Learning  offered by Coursera in partnership with Arizona State University.

In this program, you will complete a real module from the online Master of Computer Science program that will help you understand artificial intelligence through a combination of both theory and practice. Through a series of interactive lectures and team-based projects, you will explore how machines learn in the form of learning paradigms, how to create autonomous agents that can reason, learn, and act on their own, and how to train and optimize deep neural networks.

You’ll also strengthen foundational skills in mathematics that will underpin your work in the field of artificial intelligence. Upon completion of these courses, you will have a strong understanding of the techniques used by practitioners in the field of AI, allowing you to advance your career in AI, work more effectively on machine learning projects, and identify opportunities for how you can apply AI to your current role or company.

By committing to online study for 4-6 months, you can earn the Artificial Intelligence and Machine Learning MasterTrack Certificate that will be a pathway to the online Master of Computer Science degree at Arizona State University.

What you will learn

  • The mathematics (Statistics, Probability, Calculus, Linear Algebra and optimization) needed for designing machine learning algorithms
  • Common learning paradigms and how to implement foundational algorithms in statistical machine learning
  • The principles, processes, and core concepts involved in designing autonomous agents
  • How to design, train, and optimize deep neural networks
  • The foundations of knowledge representation and reasoning, and how to identify which techniques are appropriate for which tasks

Programme Structure

Courses include:

  • Mathematical foundations for machine learning
  • Maximum likelihood estimation
  • Naive Bayes classification
  • Logistic regression
  • Support vector machines
  • Probabilistic graphical models
  • Mixture models
  • K-means clustering
  • Spectral clustering
More Details on Coursera Plus:
  • Learn Anything: Explore any interest or trending topic, take prerequisites, and advance your skills
  • Save money: Spend less money on your learning if you plan to take multiple courses this year
  • Flexible Learning: Learn at your own pace, move between multiple courses, or switch to a different course
  • Unlimited Certificates: Earn a certificate for every learning program that you complete at no additional cost

Key information

Duration

  • Part-time
    • 4 months

Start dates & application deadlines

You can apply for and start this programme anytime.

Language

English

Delivered

Online

Academic requirements

We are not aware of any academic requirements for this programme.

English requirements

We are not aware of any English requirements for this programme.

Other requirements

General requirements

Intermediate Level

  • You should have an understanding of the following topics: Basics of algebra, linear algebra, probability, statistics, calculus, and algorithm design and analysis. 
  • Knowledge of programming in Python, ROS, and classical logic is also recommended.

Tuition Fee

  • International

    4500 USD/full
    Tuition Fee
    Based on the original amount of 4500 USD for the full programme and a duration of 4 months.
  • National

    4500 USD/full
    Tuition Fee
    Based on the original amount of 4500 USD for the full programme and a duration of 4 months.

You can choose from hundreds of free courses, or get a degree or certificate at a breakthrough price. You can now select Coursera Plus, an annual subscription that provides unlimited access.

Funding

Studyportals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

Getting a Student Visa

This is an online programme. You can attend from the comfort of your chair! So you don't need a student visa!

Fresh content

Updated in the last 3 months

Check the official programme website for potential updates.

AI and Machine Learning
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