Data Analytics Certification Course Kolkata
Join the data revolution. Companies are searching for data scientists. This specialized field demands multiple skills not easy to obtain through conventional curricula.
Data Analytics Certification Course Kolkata
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Presentation Transcript
Course Name: Data Science Training Duration: 120 Hours
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 • Discovery • Data preparation • Model planning and building • Communicating results • Operationalizing a data analytics project Analytics Training Program
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 • 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 • Hadoop Ecosystems, HDFS • Map Reduce, PIG, HIVE • R Hadoop for Advanced Analytics
Data Brio Academy1st Floor, 135/L SP Mukherjee Road Near RashBehari Crossing Kolkata - 700026 033 24660329+91 9903376367communications@databrio.com • Website:www.databrio.com
