Data Analytics Certification Course Kolkata - PowerPoint PPT Presentation

Data Analytics Certification Kolkata
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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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Data Analytics Certification Course Kolkata

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Data analytics certification course kolkata

Data Analytics Certification Kolkata


Data analytics certification course kolkata

Course Name: Data Science Training

Duration: 120 Hours


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


Data analytics certification course kolkata

  • Data Brio Academy1st Floor, 135/L SP Mukherjee Road Near RashBehari Crossing

    Kolkata - 700026 033 24660329+91 9903376367communications@databrio.com

  • Website:www.databrio.com


Thank you

Thank you


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