STC on Machine Learning using R

Oplan :ICT-CSE-28 ( 21-25 Feb 2022)

Contents

  • Introduction to Open Source Technology
  • Introduction to R Programming and Features
  • R Programming Constructs, Operators, Loops, Functions
  • Data Structure and Data Type in R
  • Data Plotting and Visualization
  • Satellite Image analysis using R
  • Essential of Statistics for Machine Learning
  • Ensemble Technique and Prediction Improvement
  • Clustering Algorithms and Implementation
  • Regression and classification Algorithms and Implementation
  • Advance Machine Learning Algorithms and Time series Data Analysis
  • Covid Data Analysis using R
  • Probability Distribution Functions and Stochastic Random Walks.
  • Case Study using R

Schedule

DATE10:00 A.M. to 11:30 P.M.11:30 A.M. to 1:00 P.M.3:00P.M. to 4:30 P.M.
  21-02-2022Introduction to R Programming and Features
  R and R Studio Installation
  R Programming Constructs, Operators, Loops, Functions
22-02-2022Data Structure and Data Type in R
 
  Data Plotting and Visualization Satellite Image analysis using R
23-02-2022Essential of Statistics for Machine Learning Ensemble Technique and Prediction Improvement   Clustering Algorithms and Implementation  
24-02-2022Regression and classification Algorithms and Implementation Advance Machine Learning Algorithms and  Time series Data Analysis
 
Covid Data Analysis using R
25-02-2022Probability Distribution Functions and Stochastic Random WalksProbability Distribution Functions and Stochastic Random WalksCase Study using R, Feedback and Online Quiz

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