Data Analytics Certificate Program

Duration : 1 Months

Data Analytics Certificate Program

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Data Science with IIKMBA

Data Analytics Certificate Program

This is an entry level program designed for beginners to create awareness about Big Data. It introduces learners to concepts like Big Data, Mathematics Modeling, Data Visualization and Coding in DB Environment with a blend of classroom training & online vedio sessions.


Duration : 1 Months

Class : Weekend Classroom

Eligibility : B.E / B.Tech / MBA / UG - PG with (Mathematics / Statistics) from a recognized university

Course Fee: INR 15000/-

Modules : Big Data, Mathematics Modeling, Data Visualization and Coding in DB Environment with a blend


Course Outline

Module 1

Introduction

Topic

Learning Task

Learning Mode

Duration

Business Analytics

Assignment

Class room & Video

30   Minutes

Variables and Data types

Assignment

Class room & Video

30   Minutes

Probability Theory

Assignment

Class room & Video

30   Minutes

Data Distribution

Assignment

Class room & Video

30   Minutes

Hypothesis Testing

Assignment

Class room & Video

30   Minutes

Assignment

Project

Passage

30   Minutes

Module 2

Data Visualization and Interpretation

Topic

Learning Task

Learning Mode

Duration

Graphical Representation

Assignment

Class room & Video

30   Minutes

Reporting ( Case Study based approach)

Assignment

Class room & Video

30   Minutes

Introduction to Power BI and Tableau

Assignment

Class room & Video

30   Minutes

Assignment

Project

Passage

30   Minutes

Module 3

Introduction to Data Modelling

Topic

Learning Task

Learning Mode

Duration

Clustering Analysis

Assignment

Class room & Video

30   Minutes

Regression

Assignment

Class room & Video

30   Minutes

Decision trees

Assignment

Class room & Video

30   Minutes

Introduction to R and Machine learning

Assignment

Class room & Video

30   Minutes

Market basket analysis

Assignment

Class room & Video

30   Minutes

Page Rank Algorithm

Assignment

Class room & Video

30   Minutes

Random Forest

Assignment

Class room & Video

30   Minutes

XG Boost ( Boosting)

Assignment

Class room & Video

30   Minutes

Final Assignment

Project

Passage

30   Minutes


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