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Math for Data Science and Machine Learning

Via Udemy

Udemy based on 91 ratings

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Overview

Learn math for data science, machine learning, linear algebra, calculus, probability theory, discrete Math, Statistics. What you'll learn: Introduction to matrix Gauss's elimination method Properties of matrix and determinants Echelon and reduce echelon form Vector spaces Linearly dependent and independent set of vectors in vector spaces Basis of a vector spacelinear transformation and related example and exercises Inner product spaces Eigen values and eigen vectors Introduction to ODE's and PDE's Probability and statistics What is a sample space?Mean, median and...

Syllabus

  • Introduction to Matrix
  • Solution of Matrix
  • Gauss's Elimination Method
  • Vector Spaces
  • Eigen Values and Eigen Vectors
  • Sets and Venn Diagram
  • Probability and Statistics
  • Permutations and Combinations
  • Pi Chart and Bar Graph
  • Standard Deviation


Math for Data Science and Machine Learning
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via Udemy

6 hours 33 minutes

Certificate Available

English

On-Demand

Beginner

Instructor

AD Chauhdry

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