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Data Science Starter

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Salt Lake, Kolkata

Course ID: 35673

Salt Lake, Kolkata

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₹ 6,000

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About Android Trainer

The trainer is working in a leading IT services multinational based in Kolkata. He has around 7 years of experience in developing software solutions and accelerators in mobile applications, Cloud Computing and B2B integration space.
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About the Course

This course gives an overview of Big Data and Data Science, including the application areas in real life cases. It also provides basic knowledge of R - one of the most popular scripting language used in data analytics field. This course is specifically designed for people who are interested in Data Science, but want to taste the water before diving into it.


Course Title: Data Science Starter

Duration: 9 hours


Module – 1: Big data analytics overview

  •  Data and its changing nature

  • Big data overview

  • Hadoop Overview

  • NoSQL overview

  • Data Engineer v/s Data Scientist

  • Data science tools

  • Data science on Hadoop


Module – 2: Overview of R

  • R Graphical User Interface

  • Importing and Exporting Data

  • Attributes and Data Types

  • Descriptive Statistics


Module – 3: Exploratory Data Analysis

 Visualization Before Analysis

  • Dirty Data

  • Visualizing a Single Variable

  • Examining Multiple Variables

  • Data Exploration vs. Presentation


Module – 4: Statistical Methods for Evaluation

  • Hypothesis Testing

  • Difference of Means

  • Wilcoxon Rank-Sum Test

  • Type I and Type II Errors

  • Power and Sample Size



Module – 5: Case Studies

  • Customer Propensity Models

  • Customer Churn Models

  • Customer Segmentation Models

  • Predictive maintenance models

  • Recommender models

  • Natural language Processing


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