Data Analytics Certification Course Kolkata

1. Data Analytics Certification Kolkata

2. Course Name: Data Science Training Duration: 120 Hours

3. 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

4. DATA ANALYTICS LIFECYCLE • Discovery • Data preparation • Model planning and building • Communicating results • Operationalizing a data analytics project Analytics Training Program

5. 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

6. 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

7. ADVANCED ANALYTICS FOR BIG DATA – TECHNOLOGY AND TOOLS • Hadoop Ecosystems, HDFS • Map Reduce, PIG, HIVE • R Hadoop for Advanced Analytics

9. Data Brio Academy1st Floor, 135/L SP Mukherjee Road Near RashBehari Crossing Kolkata - 700026 033 24660329+91 9903376367communications@databrio.com • Website:www.databrio.com

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