ADaSci Academy

    CDS Video Series | Sec01. Probability Theory, Statistics and Linear Algebra

    Association of Data Scientists (ADaSci) is providing a video series on the topics of the Chartered Data Scientist (CDS) exam curriculum. Through these videos, ADaSci aims to help the candidates who are going to appear in…

    8,786+ enrolled
    4 hours
    Intermediate
    CDS Video Series | Sec01. Probability Theory, Statistics and Linear Algebra
    01 — Overview

    About this course

    Association of Data Scientists (ADaSci) is providing a video series on the topics of the Chartered Data Scientist (CDS) exam curriculum. Through these videos, ADaSci aims to help the candidates who are going to appear in the CDS exam. These videos will be helpful in making a strong foundation for the preparation of the CDS Exam. Although these videos aim to help the CDS aspirants, the other learners can also find these videos useful as these cover the important concepts that are required in the field of data science. The CDS exam curriculum covers not only the topics to pass an exam but it consists of the skills that are most important to have by any prospective data science professional. This video series is divided among the sections and then further divided among major concepts in the sections. So here, the series starts with the first section as given below. Note: ADaSci Members get 50% discount and Premium Members get 100% discount on the course.

    02 — Outcomes

    What you'll learn

    Master the concepts of probability theory, statistics and linear algebra
    Build a solid foundation of mathematical concepts use in machine learning and deep learning
    Learn the basic building blocks of machine learning algorithms
    03 — Curriculum

    Course content

    3 sections · 6 lectures

    05 — Audience

    Who should take this course

    • Beginners in data science and machine learning

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    CDS Video Series | Sec01. Probability Theory, Statistics and Linear Algebra

    $24.99

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    Duration4h
    LevelIntermediate
    CertificateYes

    $24.99