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.
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
Dr. R. B. V. SUBRAMANYAM Dept. of CSE, Electronics & ICT Academy NATIONAL INSTITUTE OF TECHNOLOGY
Last date for submission of application 26.06.2019
Selection-list intimation/display on or before 28.06.2019
Faculty and Research Scholars from Telangana, Andhra Pradesh, Karnataka, Puducherry, Andaman and Nicobar Islands, Goa
Faculty of SC/ST Category from Telangana, Andhra Pradesh, Karnataka, Puducherry,
Industry Participants Rs. 7500/- Participants from others states Rs. 8500/-
*SC/ ST participants should submit the copy of their caste certificate to claim the concession along with application form and it is only for faculty of mentioned states. Research Scholars are not eligible for SC/ST concession.