INTRODUCTION;-
Recently, data analytics has become very popular and frequently used in any business. Businesses today around the world have some portion of their operations being automated, which concurrently has meant that a lot of data about these processes is being collected (from sensors or internal company data etc). A combination of AI, big data analytics, and data science techniques seems to be a growing trend in many industry sectors, with predictive analytics being one of the most well-known. Vast numbers of software platforms are available for data extraction, scrubbing, analysis, and visualization. Some of these platforms are specialized for carrying out one of the above-listed aspects of data analytics, while others offer a generalist tool to carry out almost all tasks ranging from data scrubbing to visualization. This course gives an overview of different data analytic mechanisms and also provides a brief knowledge of various data analytics tools. After the competition of this course, participants can apply the data analytics model in reallife problem solving. EXPERTS Subject experts will be drawn from premier institution like IITs, NITs and industry.
PROGRAM DURATION One Week (5-10 July 2021) Short term course will be conducted in ONLINE MODE. Link will be shared to registered participants
COURSE CONTENTS (Tentative)
• Data Analytics Scope & Applications
• Data Analysis Techniques
• Predictive and Descriptive Data Analysis
• Introduction to Statistical Learning
• Introduction to Python for Data Analytics
• Regression & Classification Problems
• Linear and Logistic Regression
• Decision Trees, Support Vector Machines
• K-NN Algorithm, Principal Component Analysis, Cluster Analysis
• Deep Learning: Deep Neural Network, Convolutional Neural Network,
• Recurrent Neural Network,
• Introduction to transfer Learning
• Analyzing the categorical data, streams data etc.
• Applications in Health, Energy, Agriculture, Smart Infrastructure etc.
WHO CAN PARTICIPATE?
This program can be attended by all UG/PG/PhD students, faculties and researchers from any branch of Engineering/ Science who are interested to work in the field of Data Analytics.
ABOUT THE INSTITUTE
The Indian Institute of Technology (Banaras Hindu University) owes its existence to Mahamana Pandit Madan Mohan Malviya, Bharat Ratna-the founder of the first residential university of modern India,p the Banaras Hindu University. The three of the erstwhile engineering colleges of BHU, namely BENCO, MINMET and TECHNO, were merged to form the Institute of Technology (IT-BHU) in 1968 to provide an integrated educational base. The IT-BHU has been admitting students through the JEE conducted by the IIT's since 1972, and has been consistently ranked amongst the top few engineering institutions of the country. IT-BHU became IIT (BHU) in June 29, 2012 by an Act of Parliament. The Institute has maintained high academic standard since its inception. It has turned out luminary engineers and administrators who served the nation with great distinction.
ADDRESS FOR CORRESPONDENCE
Prof. Sanjay Kumar Singh (Course Coordinator) Department of Computer Science & Engineering Indian Institute of Technology (BHU) Varanasi-221005, UP, India Email: coordinatorstc.idapt@gmail.com
REGISTRATION
Registration Link:https://forms.gle/VW8AghkSZy84GfpL7 Intending participants are requested to register their names by filling the online registration form.
Last Date of Registration: 30 June 2021
Registration Fees: No registration fee
Course Mode: Online.