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Data Science and Machine Learning Masterclass with R
INTRODUCTION TO DATA SCIENCE
Trainer Introduction
Free $497 Bonus Inside
Introduction to Business Analytics
Application of Business Analytics
Introduction to Machine Learning
How to switch your career into ML
How to switch your career into ML #2
Course Curriculum Overview
What We are Going to Cover in the Course
INTRODUCTION TO R
Introduction to R
Setting up R
R Programming
R Operator
R Loop
R Function
R Function #2
R Function part #3 [ Writing Function ]
R Data Structure
An Introduction of R Data Structure + Vector
Matrix, Array and Data Frame
A Deep Drive to R Data Frame
Factor
List
Import and Export in R
Import CSV Data in R
Import Text Data in R
Import Excel, Web Data in R
Export Data in R - Text
Export Data in R - CSV & Excel
Data Manipulation
Data Manipulation - Apply Function
Data Manipulation - select
Data Manipulation - mutate
Data Manipulation - filter
Data Manipulation - arrange
Data Manipulation - Pipe Operator
Data Manipulation - group by
Data Manipulation - Date
Data Visualization
Scatter Plot
mfrow
pch
Color
Line Chart
Bar Plot
Pie Chart
histogram
Density Plot
Boxplot
Mosaic Plot
3D Plot
Correlation Plot and Word Cloud
ggplot 2-part1
ggplot2-part2
ggplot2-part3
Introduction To Statistics
Intro to Statistics-Part 1
Intro To Statistics -Part2
Intro To Statistics - Part 3
Intro To Statistics -part4
Intro To Statistics -Part 5
Intro To Statistics -Part 6
Intro To Statistics-Part7
Intro To Statistics-Part8
Intro To Statistics - Part9
Intro To Statistics-Part 10
Intro To Statistics -Part11
HYPOTHESIS Testing
Hypothesis Testing Intro -Part 1
Hypothesis Testing Intro -Part 2
Hypothesis Testing Intro -Part 3
Hypothesis Testing Intro -Part 4
Hypothesis Testing in Practice
Hypothesis Testing in Practice-Part 1
Hypothesis Testing in Practice-Part2
Hypothesis Testing In Practice - Part3
Hypothesis Testing in Practice -Part4
Hypothesis Testing in Practice -Part5
Hypothesis Testing in Practice -Part6
Chi Square -Part1
Chi Square -Part2
ANOVA-Part 1
ANOVA-Part 2
Chapter Summary of Hypothesis Testing
List
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