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Learning AI
Machine Learning cơ bản
en
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Data Analysis
Data Science Using R
0 students
Last updated
Jul 2025
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Overview
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Data Science Using R
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Course content
Sections:
1
•
Activities:
1
•
Resources:
20
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Section 1
R Introduction
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001 R Introduction HWgv gitir
002 R Implementation R Data Structures R Interfaces R Interfaces 5a2g gitir
003 Introduction to Visualisation Line Plots and Bar Charts Pie Chart and Histog nyrT gitir
004 Predictive Customer Analytics using R Linear Regression using R Software Part1 HWun gitir
005 Predictive Customer Analytics using R Linear Regression using R Software Part2 GcIu gitir
006 Logistic Function Single Predictor Model q215 gitir
007 Sales Promotion Effectiveness Dimension Reduction using R Software Part 1 2gkH gitir
008 Sales Promotion Effectiveness Dimension Reduction using R Software Part 2 OFJQ gitir
009 Customer and Market Segmentation Cluster Analysis using R Software Part 1 9GUY gitir
010 Customer and Market Segmentation Cluster Analysis using R Software Part 2 82tL gitir
011 Association Rule Introduction Apriori Algorithm Multiple Association Rules 8gWm gitir
012 Naive Bayes Introduction Probabilistic Basics and Probabilistic Classification m9YW gitir
013 K Nearest Neighbour Introduction K Nearest Neighbour Algorithm QsRe gitir
014 What is a Decision Tree How to create Decision Tree 1GvP gitir
015 Ensample of Decision Tree xbWW gitir
016 Linear SVM using Hyperplane Non Linear Hyperplane using Kernal Trick CDDQ gitir
017 RFM Segmentation and Analysis Propensity Modelling and its application V25K gitir
018 Real Time Project Customer Loyalty Analytics and its Application A3JD gitir
019 Credit Risk Analytics using Logistic Regression l6fd gitir
020 Course Complete sUtM gitir
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Data Science Using R
Course modified date:
6 July 2025
Data Science Using R
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