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Data Analytics Certification Course Kolkata

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Data Analytics Certification Course Kolkata - PowerPoint PPT Presentation


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Join the data revolution. Companies are searching for data scientists. This specialized field demands multiple skills not easy to obtain through conventional curricula.

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Presentation Transcript
big data analytics and the data scientist role
BIG DATA ANALYTICS AND THE DATA SCIENTIST ROLE
  • The characteristics of Big Data
  • The practice of analytics
  • The role and required skills of a Data Scientist
data analytics lifecycle
DATA ANALYTICS LIFECYCLE
  • Discovery
  • Data preparation
  • Model planning and building
  • Communicating results
  • Operationalizing a data analytics project

Analytics Training Program

initial analysis of the data
INITIAL ANALYSIS OF THE DATA
  • Using basic R commands to analyze data
  • Using statistical measures and visualization (Box, Scatter, Histogram, Bubble Charts) to understand data
  • The theory, process, and analysis of results to evaluate a model
advanced analytics theory and methods
ADVANCED ANALYTICS – THEORY AND METHODS
  • Hypothesis Tests (ANOVA, T Test, HoV, Chi-Sq, Logistic, Median tests)
  • Linear regression
  • Machine Learning
  • Classification using Nearest Neighbors
  • K-means clustering
  • Market Basket Analysis using Association rules
  • Naïve Bayesian classifiers
  • Decision trees
  • Random Forest
  • Neural Networks and Support Vector Machines
  • Time Series Analysis
  • Re-sampling Method
  • Discriminant Analysis
  • Text Analytics
advanced analytics for big data technology and tools
ADVANCED ANALYTICS FOR BIG DATA – TECHNOLOGY AND TOOLS
  • Hadoop Ecosystems, HDFS
  • Map Reduce, PIG, HIVE
  • R Hadoop for Advanced Analytics
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Data Brio Academy1st Floor, 135/L SP Mukherjee Road Near RashBehari Crossing

Kolkata - 700026 033 24660329+91 [email protected]

  • Website:www.databrio.com
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