Data Analytics Course

Data Analytics Course

Data Analytics Course

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Data Analytics Tools

Business solution (Financial,Retail,E-commerce,Travel)

  1. Introduction

    • Expectations
    • Use of analytics in industry
    • Types of problem and solutions
    • Companies using analytics
    • Types of Data( Sources/Structure/Unstructured)
    • Tools & Techniques
  2. Introduction to SAS

    • Basic syntax
    • Useful procedures in SAS
    • Data step and looping in SAS
    • Using PROC SQL
    • MACROS in SAS
    • QUIZ and Data handson
  3. Predictive modelling (using R) Forecasting

    • Understanding data
    • Data preparation
    • Variable selection
    • Variable transformation
    • Regression techniques1
    • Segmentation
    • Model performance
    • Model tracking
    • QUIZ and Data handson
  4. Introduction to R

    • Basic concept and advantage
    • R Data types
    • R merging,sorting
    • R packages and usage
    • Time series forecasting ( R)
    • QUIZ and Data handson
  5. Introduction to Python

    • Python Data types
    • Python import/export of data
    • Python merging,sorting
    • Python packages and usage
    • QUIZ and Data handson
  6. Understanding Big Data (using Python)

    • Concept of unstructured data
    • HADOOP introduction(HDFS file system)
    • Shell basics and unix commands
    • HIVE/PIG usage
    • Python usage
    • Map-Reduce framework
    • Machine learning techniques2
    • QUIZ and Data handson
    • Competition