Introduction to Data Science

Live Online (VILT) & Classroom Corporate Training Course

Data science, also known as data-driven science, is an interdisciplinary field about scientific processes and systems to extract knowledge or insights from data in various forms, either structured or unstructured.

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Introduction to Data Science

Overview

Data Science training will help you prepare to move a step forward to becoming a Data Scientist who works majorly in R. Learn data science and You will have good exposure to building predictive models using machine learning on your own.

Objectives

At the end of Intro to Data Science training course, participants will be able to

  • Explain the term called Data Science
  • Explore Data Manipulation using R
  • Extract and Interpret Data using R

Prerequisites

There is no specific pre-requisite for the course however exposure to core Java and statistics will be beneficial.

Course Outline

Statistics Essentials2021-06-30T14:04:21+05:30
  • Introduction to Statistics
  • Types of Statistics
  • Measures of central tendency
  • Measure of dispersion
  • Visualization Techniques
  • Bias, Skews, Percentiles and Ranges
  • Probability
  • Bayes Theorem and Decision Tree
Analysis & Visualization with R2021-06-30T14:05:31+05:30
  • R packages
  • Understanding Vectors in R
  • Data Manipulation Techniques
  • R functions
Data Analysis with Hadoop, Pig and Hive2021-06-30T14:05:37+05:30
  • Basic YARN and Map Reduce
  • Pig
  • Hive
Apache Spark2021-06-30T14:05:44+05:30
  • Core Spark
  • Resilient Distributed Datasets (RDDs)
  • RDD operations
  • Spark Cluster Managers
  • Spark Abstractions
2022-01-23T19:01:50+05:30

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