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)
16 891
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
Related Topics
4083744
udemy ID
28/05/2021
course created date
03/07/2021
course indexed date
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