Book Online Tickets for New Batch On Data Science, Bengaluru. Introduction to Data Science :

 What is data science? How Data Science differ from BI and Reporting
 Who are data scientist? What skill sets are required?
 What are roles in a data science in project?
 What is Analytics and Predi

New Batch On Data Science

 

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About The Event

Introduction to Data Science :

  •  What is data science? How Data Science differ from BI and Reporting
  •  Who are data scientist? What skill sets are required?
  •  What are roles in a data science in project?
  •  What is Analytics and Predictive Analytics?
  •  Challenges in Using Predictive Analytics.

Setting Up the Problem :

  •  Stages of a data science project.
  •  Setting Expectation.
  •  Overview with case study

Business Statistics :

  •  Data types
  •  Descriptive Statics

Measure of Variability:

  • Histogram
  •  Box Plot
  •  Skewness

ANOVA :

  •  Statistical test for equality of mean
  •  F-distribution
  •  Interview questions

R Programming :

  •  R Data Types in R
  •  What is R?
  •  Types of objects in R – Lists, matrices, arrays, data. Frames etc.
  •  Creating new variables or updating existing variables

Exploratory Data analysis and Visualization :

  •  Getting data into R – reading from files
  •  Importance of EDA in Data Science.
  •  Exploring Numerical Data
  •  Numerical Summary
  •  Correlation vs causation
  •  Case study and interview question

Predictive Analytics :

  •  Supervised Learning
  •  Simple Linear Regression.

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