02 · Curriculum
What's in the course.
- Video 1: Counting and probability Theory47m
- Video 2: Statistical Tests30m
- Video 3: Advanced Statistics13m
- Video 4: Linear Algebra24m
AI Fundamentals · Intermediate
CDS Video Series | Sec01. Probability Theory, Statistics and Linear Algebra
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 makin…
- 39+
- enrolled
- 4 hrs
- of instruction
- 6
- lectures
- 3
- modules
01 · What you'll be able to do
Three things you can ship afterwards.
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.
Master the concepts
Master the concepts of probability theory, statistics and linear algebra.
Build a solid foundation
Build a solid foundation of mathematical concepts use in machine learning and deep learning.
Learn the basic building
Learn the basic building blocks of machine learning algorithms.
04 · Is it for you?
Who it's for, and what to bring.
Built for
- Beginners in data science and machine learning
05 · FAQ
Before you enrol.
Each of the 3 modules is a recorded live session, with slide deck and handouts from that session. Watch at your own pace.
$24.99
Related credentials
The Chartered Data Scientist (CDS™) Designation
Achieve the highest distinction in the data science profession.
ADaSci Certified Data Engineer (ACDE)
The ADaSci Certified Data Engineer program is a 30-hour self-paced online certification designed to build practical expertise in modern data engineering. It offers end-to-end training in designing scalable data pipelines, managing cloud infrastructure, and ensuring data quality and governance.
Ready to start?
$24.99, or free with Premium membership.