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The Absolute Beginners Guide to Data Science

Features Includes:
  • Self-paced with Life Time Access
  • Certificate on Completion
  • Access on Android and iOS App

Course Preview Video

Description

We build your foundation by going through the basics of Mathematics, Statistics and Machine Learning using our foundation training program on Data Science - DS1 Module:

In our DS1 Module You will Learn:

  • Descriptive & Inferential Statistics
  • Data Visualization
  • R Programming
  • Data Distributions - Discrete/Continuous
  • Matrix Algebra, Coordinate geometry & Calculus
  • CRISP-DM Framework
  • Machine Learning - Part 1
  • Simple & Multiple Linear regression with case studies

Basic knowledge
  • The course is also ideal for beginners, as it starts from the fundamentals and gradually builds up your skills. You should take this course if you want to become a Data Scientist or if you want to learn about the field

What will you learn
  • You will gain a firm foothold of the fundamentals of Data Science. The course provides the entire toolbox you need to become a data scientist
  • You will understand the mathematics and statistics behind Machine Learning
  • You will understanding the Octagonal Technical Facets of Data Science
  • You will improve Machine Learning algorithms by studying underfitting, overfitting, training, validation, n-fold cross validation, testing, and how hyperparameters could improve performance
  • You will unfold the power of deep neural networks
  • Learn the degrees of freedom, mathematical operations
Course Curriculum
Number of Lectures: 31 Total Duration: 20:44:54
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