Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Predictive Modeling using R
Introduction to R
R installation & Download (167:50)
Importing data & different data types in R (161:08)
Quiz- Introduction to R
Data handling using dplyr package
Data manipulation and extraction (171:02)
Character Functions, pattern matching, merging and duplicate removal (192:54)
Functions, Control Structures & Statistics (195:18)
SQL in R & IF ELSE Statement (251:55)
Quiz- Data Handling
WHO Case Study (solved) (146:42)
Practice Exercise
Predictive Modeling (Regression and Time series forecasting)
Introduction to Linear Regression- MLRM (321:04)
Linear Regression - Case Study (Solved) (206:20)
Quiz - Linear Regression
Linear Regression - Assignment
Introduction to Logistic Regression (173:25)
Logistic Regression - Case Study (Solved) (160:15)
Quiz- Logistic Regression
Logistic Regression- Assignment
Time Series Forecasting (ARIMA) (147:31)
Time Series- Case Study (Soved) (113:39)
Quiz- Time Series
Time series -Assignment
Clustering Analysis
K Means Clustering with Iris data set (111:11)
Quiz- Clustering
Clustering - Assignment
CART Modeling
Decision Trees and Random Forest (216:06)
Quiz - Decision Trees
CAPSTONE PROJECT
Project
Character Functions, pattern matching, merging and duplicate removal
Lesson content locked
If you're already enrolled,
you'll need to login
.
Enroll in Course to Unlock