Faculty Development Programme on Business intelligence and Big Data analytics 2019

Faculty Development Programme on Business intelligence and Big Data analytics 2019, KL University Hyderabad Campus, Faculty Development Program, Hyderabad

  • Category: Faculty Development Program
  • Start Date: 1st July 2019
  • End Date: 6th July 2019
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Description

This FDP aims at “Business Intelligence & Big Data Analytics” course provides practical foundation level training that enables immediate and effective participation in Business Intelligence and Big Data Analytics and other projects. It includes Big Data and the Data Analytics lifecycle to address business challenges that leverage big data. The course provides in basic and advanced analytic methods and an introduction to big data analytics technology and tools, including MapReduce and Hadoop. The extensive labs throughout provide many opportunities for students to apply these methods and tools to real-world business challenges as a practicing Data Scientist. The course takes an "Open", or technology - neutral approach, and includes a final lab in which students address a big data analytics challenge by applying the concepts taught in the course in the context of the Data Analytics Lifecycle.

Events

Major Course Contents:  Introduction to BI and Big Data analytics  R studio and R for Data Science  Visualization and Exploratory Data analysis using R  Statistical Methods for Decision Making  Analytics Techniques, Optimization Techniques  Data Mining & Introduction to Supervised and Unsupervised learning  Decision Trees, Random Forest, Neural Networks  Predictive Modeling, Multiple Linear Regression for Predictive Analytics  Linear, Logistic Regression, LDA  Time Series Forecasting, ARMA, ARIMA models  Machine Learning  Handling Unstructured Data, Machine learning Algorithms  Bias Variance trade-off  Model Validation, Data Visualization  Introduction to MapReduce and Hadoop

Departments

Fest Guests

Dr. R. B. V. SUBRAMANYAM Dept. of CSE, Electronics & ICT Academy NATIONAL INSTITUTE OF TECHNOLOGY

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