One Week Short Term Course On Data Analytics and Predictive Technologies

Indian Institute of Technology (BHU) Varanasi is a public technical and research university located in Varanasi, Uttar Pradesh, India. Founded in 1919 as the Banaras Engineering College, it became the Institute of Technology, Banaras Hindu University in 1968.. The Institution has also pioneered engineering education by being the First in the country to start degree courses in Mining, Metallurgy,Ceramic Engineering and Pharmaceutics with the establishment of the College of Mining and Metallurgy and the College of Technology in the year 1923 and 1932 respectively. In 1969 these three colleges were amalgamated to form the Institute of Technology. The Institute of Technology, Banaras Hindu University (IT-BHU), has been converted into Indian Institute of Technology (Banaras Hindu University),Varanasi by the Government of India on 29th June, 2012.

Description

Online One Week Short Term Course on Data Analytics and Predictive Technologies (5th -10th July 2021) Under the aegis of Technological Innovation Hub on Interdisciplinary Data Analytics and Predictive Technology (IDAPT) Organized by Department of Computer Science & Engineering, Indian Institute of Technology (BHU)

Event 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.

Topics to be Covered

This programme will cover the following topics:
◆ 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 Apply?

This program can be attended by all UG/PG/PhD students, faculties and researchers/industry personnel from any branch of Engineering who are interested to work in the field of Data Analytics.

Registration Fee

◆ UG, PG and PhD students: Rs. 100/-
◆ Faculties, Scientists and PDFs: Rs. 1000/-
◆ Industry Personnel: 4000/-

How to Apply

◆ Candidate should submit an online application by clicking the Apply Online. Participants need to fill up the online application form by using the link given below with all the required details.

One Week (5-10 July 2021) Short term course will be conducted in ONLINE MODE. Link will be shared to registered participants

Note: Shortlisted participants will be required to pay the registration fees for this course. If you are shortlisted, you will receive an email from us. After that, you have to pay the registration fee online.

Important Date

• Last date for registration is 30th June 2021
• Event date (5th-10th July 2021)

For Additional Information

One Week Short Term Course On Data Analytics and Predictive Technologies Under the aegis of Interdisciplinary Data Analytics And Predictive Technologies (IDAPT)

Organizer Information 🇮🇳

Prof. Sanjay Kumar Singh
(Course Coordinator)
Department of Computer Science & Engineering
Indian Institute of Technology (BHU)
Varanasi-221005, UP, India
Email: [email protected]

Highlights

• One Week Short Term Training Programme Organized by Indian Institute of Technology (BHU)
• Learn About Advanced Data Analytics and Predictive Technology
• Short Term Training Programme for Faculties/ research scholars/ PG students and Industry employees