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Mathematical Foundation For Machine Learning and AI

Mathematical Foundation For Machine Learning and AI

1 Students 2 Reviews
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$ 39

Course Highlights

  • 23 Modules & Sub-modules

  • Certificate of Completion, Learn online from any location

  • Lifetime Access. No Limits!

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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.

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Curriculum

    Reviews

    Average Rating

    4

    Based on 2 Ratings

    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.
    Browse Category
    0

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