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Mathematical Foundation For Machine Learning and AI

Mathematical Foundation For Machine Learning and AI

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Course Highlights

  • 23 Modules & Sub-modules

  • Certificate of Completion, Learn online from any location

  • Lifetime Access. No Limits!

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Offer ends on 17th Nov

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7 Day Exchange Policy

Mode of learning: Online self study

Course Overview

Who should do this course ?
  • Any professionals keen to learn machine learning and AI by using mathematical tools

What are the course deliverables ?
  • Implement machine learning in R and python

  • Solve complex mathematical problems

  • Create machine learning algorithms on your own

More about this course
  • Learn Machine Learning By Building Projects is a comprehensive programme. This programme helps you to understand the complex concepts of machine learning through mathematics and algorithms. This course will give you a deeper knowledge of mathematics that will help you to build algorithms and networks for your upcoming machine learning and artificial intelligence (AI) projects. The course is divided into three sections, including –

  • Linear Algebra: This helps to describe the parameters and structure of different machine learning algorithms. Linear Algebra also gives an insight of how neural networks should be put together and operate.

  • Multivariate Calculus: This helps in learning the subject in an easier manner with the help of examples and parameters of different models for better performance.

  • Probability Theory: This topic covers key probability distributions, useful in designing deep learning or AI algorithms.

  • The course also includes some projects and quizzes, which help to understand the mathematical concepts better. The mode of learning is online self-study.

Curriculum (23 Chapters)

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    Average Rating


    Based on 2 Ratings

    Write a Review

    Mitali Saini

    Good approach to learning

    Being a newbie to machine learning this course helped me a lot, helped to understand many concepts.

    Aditya Bansal

    Nicely explained concepts

    Well-defined modules. Would like to take up a Big Data and Hadoop course too.

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    For most courses, you will get a course completion certificate from our partner. This will be provided only on completion of course.
    Do I get a refund in case I do not like this course?
    We have 7 days exchange policy. Please send email to in case you have any issues related to the courses you have purchased. We don’t provide any refunds. Please inform about course(s) that you want in exchange of the ones purchased earlier and our support team will help you. This policy will not be applicable if the participant has accessed more than 30% of the e-Learning content or has attended more than 1 class. Applicable only through courses purchased through Naukri Learning. For others, please contact the course provider directly.
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