Exploratory Data Analysis for Data Science using R

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Overview
  • Certification
    A certificate Exploratory Data Analysis using R will make you eligible for a career as a Data Analyst.
  • Job Opportunities
    Post the exploratory data analytics certification, you’ll be able to find better job opportunities.
  • Who Should Attend
    Managers, analysts, business intelligence professionals, product managers.
  • Salary Packages
    The average pay for an entry-level Data Analyst is ₹4.8 lakhs per year.
  • Expert Faculty
    Learn from experts with a vast experience in the use of R programming for data analysis.
Certification
A certificate Exploratory Data Analysis using R will make you eligible for a career as a Data Analyst.
Job Opportunities
Post the exploratory data analytics certification, you’ll be able to find better job opportunities.
Who Should Attend
Managers, analysts, business intelligence professionals, product managers.
Salary Packages
The average pay for an entry-level Data Analyst is ₹4.8 lakhs per year.
Expert Faculty
Learn from experts with a vast experience in the use of R programming for data analysis.
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Course Curriculum
1.1 Essentials of Exploratory Data Analysis

Basics of EDA
Importance of EDA in Data Science domain
Key EDA techniques

1.2 Foundational Concepts of Business Statistics

Variables & data types
Sampling techniques & samples
Frequency distribution and central tendency
Variability & shape
Relationship among variables

2.1 Foundational Concepts of Data Handling

Data for EDA
Data types and formats
Data quality
Data analysis types and purpose
Handling missing values in data
Data transformation for EDA

3.1 EDA Techniques

Handling categorical & numerical variables
Plotting EDA graphs
Dimension reduction
Association analysis
Clustering
Factor analysis & PCA

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Frequent Questions we get
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