A-Z Maths for Data Science
Learn about Linear Algebra, Probability, Statistics and more through solved examples and intuition.
4.10 (15 reviews)
179
students
23 hours
content
Jan 2025
last update
$59.99
regular price
What you will learn
Basics of Linear Algebra - What is a point, Line, Distance of a point from a line.
What is a Vector and Vector Operations
What is a Matrix and Matrix Operations
Visualizing data, including bar graphs, pie charts, histograms
Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
Analyzing data, including mean, median, and mode, plus range and IQR and box plots
Data Distributions like Normal and Chi Square
Probability, including union vs. intersection and independent and dependent events and Bayes' theorem
Permutation with examples
Combination with examples
Central Limit Theorem
Hypothesis Testing
Related Topics
5163914
udemy ID
2/17/2023
course created date
2/18/2023
course indexed date
kokku
course submited by