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Data Analytics Using 'R' - tvashtaa data solution
Course Detail
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Location:Hyderabad, Telangana, India
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Institute:
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Education Type(s):
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Education Level:
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Qualifications:
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Payments Options:
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Study Materials:Yes - Provided by Institute
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Hostel/PG Facilities:Yes
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Placement Facilities:Yes
Course Description
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"
Institute Overview
Hyderabad, Telangana, India
ABOUT US At the outset, Tvashtaa Data Solutions was formed with an objective to emerge as the leading IT Training Provider and create an international presence at a global platform. There is an enormous need and potential to create the right eco... Read More
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