Statistics & Linear Algebra for Machine Learning
Math Behind ML Algorithms | Linear Algebra | Hypothesis Testing | ANOVA
4.15 (258 reviews)
23,155
students
3.5 hours
content
Oct 2023
last update
$64.99
regular price
What you will learn
You will understand the fundamentals of mathematics and statistics relevant for machine learning
You will gain insights on the application of math and stats on machine learning
You will know what problems Machine Learning can solve, and how the Machine Learning Process works
You will learn Measures of Central Tendency vs Dispersion
You will understand Mean vs Standard Deviation & Percentiles
You will have clarity on the Types of Data & Dependent vs independent variables
You will be knowledgeable on Probability & Sample Vs population
You will gain clarity on Hypothesis testing
You will learn the Types of distribution & Outliers
You will understand the maths behind algorithms like regression, decision tree and kNN
You will gain insights on optimization and gradient descent
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3559993
udemy ID
10/10/2020
course created date
10/20/2020
course indexed date
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