Data Analytics using "R" Training - Tvashtaa Data Solutions

Courses on Data Analytics using "R", Core Python, Python with Django. New batches starting in the first week of August. Get in touch now for registrations.


Data Analytics Using 'R'


Analytics


  • Introduction to Analytics
  • Market & Use cases
  • Analytics Tools

  • Data Processing


  • Introduction to Data & Data Types
  • Analytics Methodology
  • Case Study

  • Statistical Tools I


  • Role of Statistics & Mathematics
  • Descriptive Statistics
  • Concepts of Sample, Population, Probability
  • Probability Distributions

  • Statistical Tools II


  • Data Visualization
  • Correlation Analysis
  • Regression Analysis

  • Introduction to 'R'


  • What is "R"& importance of R
  • R installation, Basic Function in R
  • Loading Data File, Saving
  • Descriptive statistics using R

  • Data Treatment


  • Data Visualization
  • Data Cleaning
  • Data Transformation

  • Exploratory Data Analysis


  • Correlation & Regression Analysis
  • Multicollinearity
  • Introduction to Factory Analysis
  • Principal Component Analysis

  • Cluster Analysis


  • Supervised & unsupervised Techniques
  • Hierarchical Clustering
  • K-Means Clustering
  • Case study uisng R

  • Association rules


  • Introduction
  • Apriori algorithm
  • Case study using R

  • Predictive Modeling


  • Linear Regresion
  • Logistic Regression
  • Case study using R

  • Classification Modeling


  • Introduction to Classification
  • Decision Trees
  • Decision Tree Modeling
  • Case study using R

  • Assessment


  • Modeling Development using "R"

  • Contact

    TVASHTAA DATA SOLUTIONS

    3-5-1094/15/2/E, 3rd Floor,
    Above Sri Suman Electricals,
    Opp. Blood Bank, Narayanaguda,
    Hyderabad - 500029, Telangana, India.

    PHONE:  +917286900966, 04024760226.

    E-MAIL: info@tvashtaa.com

    TVASHTAA DATA SOLUTIONS

    A-102, Sai Rasika Residency
    Image Hospital Lane, Madhapur
    Vittal Rao Nagar, HITEC City
    Hyderabad - 500081, Telangana, India.

    PHONE:  +917286900966

    E-MAIL: info@tvashtaa.com

    CONTACT NOW FOR INFO