Data Analytics with R Certification Training Course

Description

In this course, you will learn :

• IDE R-studio
• R operations
• R Functions
• dplyr package in R
• R Functions: grepl(), grep(), sub(), apply()
• Database import
• R SQL queries
• Web Scraping
• EDA
• Plotting Graphs
• Data Visualization
• GUIs
• Spatial Analysis
• Data Mining
• Machine Learning Algorithms
• Association Rules
• Recommender Engines
• Regression Techniques in R
• Anova Technique
• Sentiment Analysis on Twitter data
• ML Algorithms: Decision Tree and Random Forest

Syllabus :

• Introduction to Data Analytics
• Introduction to R Programming
• Data Manipulation in R
• Data Import Techniques in R
• Exploratory Data Analysis
• Data Visualization in R
• Data Mining: Clustering Techniques
• Data Mining: Association Rule Mining & Collaborative filtering
• Linear and Logistic Regression
• Anova and Sentiment Analysis
• Data Mining: Decision Trees and Random Forest