Data Science with R (beginner to guru)
Learn Data Science using R from scratch. Build your career as a Data Scientist. Explore knitr, buzz dataset, adv methods
4.25 (80 reviews)
16 892
students
23 hours
content
Mar 2025
last update
$13.99
regular price
What you will learn
Data Science using R programming
Become a Data Scientist
Data Science Learning Path
How to learn Data Science
Data Collection and Management
Model Deployment and Maintenance
Setting Expectations
Loading Data into R
Exploring Data in Data Science and Machine Learning
Exploring Data using R
Benefits of Data Cleaning
Cross Validation in R
Data Transformation
Modeling Methods
Solving Classification Problems
Working without Known Targets
Evaluating Models
Confusion Matrix
Introduction to Linear Regression
Linear Regression in R
Simple and Multiple Regression
Linear and Logistic Regression
Support Vector Machines (SVM) in R
Unsupervised Methods
Clustering in Data Science
K-means Algorithm in R
Hierarchical Clustering
Market Basket Analysis
MBA and Association Rule Mining
Implementing MBA
Association Rule Learning
Decision Tree Algorithm
Exploring Advanced Methods
Using Kernel Methods
Documentation and Deployment
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Related Topics
4083744
udemy ID
28/05/2021
course created date
03/07/2021
course indexed date
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