Faculty Development Programme on Deep Learning in Big Data Analytics

6 - 17 November, 2017

Organized By

Swami Keshvanand Institute of Technology, Management & Gramothan, Jaipur-302017

Sponsored By

All India Council for Technical Education, New Delhi-110070

The analysis of Big Data has become an important aspect as many organizations have been collecting massive amounts of domain-specific data, which can contain useful information about problems such as national intelligence, cyber security, fraud detection, marketing, and medical informatics. Deep Learning is a highly focused technique in Big Data Analytics, where a huge amount of raw data is uncategorized. This programme is designed to provide the state of the art trends and advancements of Deep Learning in Big Data analytics. The programme will focus on theoretical aspects and provide hands on experience to participants so that they become able to train faculty members in their respective institutions. It also enables them to promote industry-institute collaborations by working on the industrial projects, and solve the current research problems.

The objectives of this Conference are:

To understand the concept of Big Data, Machine Learning & Deep Learning.
To provide an exposure of recent advancements in Big Data Analytics.
To provide hands-on- experience of best practices for Big Data Analysis through various case studies.
To foster collaboration among researchers, industrial experts and academic professionals.

Key Dates
Last date for receipt of application: 28 Oct, 2017
Intimation of selection on or before: 30 Oct, 2017
Commencement of the Programme: 06 Nov, 2017

Themes

✔ Conceptual understanding of Big Data, Machine-Learning & Deep Learning.
✔ Challenges in Big Data Analytics.
✔ Hadoop Architecture, HDFS & Map Reduce.
✔ SPARK / RHadoop / Pig.
✔ NoSQL Data Base Concept.
✔ Python & R Programming for Big Data Analytics.
✔ Application and Research Scope in Machine Learning.
✔ Deep Learning Task, Feature & Model.
✔ Convolutional Neural network.
✔ Deep Learning Platform & Software Libraries.
✔ Deep Learning in Big Data Analytics.
✔ Case Studies: Social Media Analysis, Weather Forecasting, Object Detection, Sentiment Analysis, Natural Language Processing, Cross-Modal Data Analysis etc.

AGENDA

Complete Schedule

Inaugration Schedule

ABOUT

Programme

The analysis of Big Data has become an important aspect as many organizations have been collecting massive amounts of domain-specific data, which can contain useful information about problems such as national intelligence, cyber security, fraud detection, marketing, and medical informatics. Deep Learning is a highly focused technique in Big Data Analytics, where a huge amount of raw data is uncategorized. This programme is designed to provide the state of the art trends and advancements of Deep Learning in Big Data analytics. The programme will focus on theoretical aspects and provide hands on experience to participants so that they become able to train faculty members in their respective institutions. It also enables them to promote industry-institute collaborations by working on the industrial projects, and solve the current research problems.

SKIT

Swami Keshvanand Institute of Technology, Management & Gramothan (SKIT) is a selective comprehensive institution offering undergraduate and postgraduate programmes in Engineering and Management. The institute was established in the year 2000 by a team of committed professionals and academicians. During all the past years SKIT has emerged as a Premier Centre of Technical Education not only in Rajasthan but also in northern India which has been realized through efficient and dedicated faculty members, innovative teaching-learning methods, state of art infrastructure and core value of discipline. The various undergraduate programmes of the institute are accredited by the National Board of Accreditation (NBA).

Department of Computer Science & Engineering

The Department of Computer Science & Engineering offers B.Tech., M.Tech & Ph.D Programs in Computer Science and Engineering. The department is a recognized Research Centre of Rajasthan Technical University. The major areas of research in the department are Data Analytics, Big Data, Cloud Computing & Virtualization, Web Application Security, Image Processing and Bioinformatics. The department has several research labs with the state of art computing facilities. Constantly modernizing of facilities help the department to adapt itself to the rapidly changing technological scenario.

Jaipur

The world famous ‘PINK CITY’, the capital of the Rajasthan state founded in 1727 AD by Sawai Jai Singh II is one of the most popular tourist destinations. It has a rich culture heritage and many important historical places viz. Amber Fort, Jaigarh Fort, Nahargarh Fort, City Palace, Albert Hall Museum, Jantar-Mantar, Govind-Dev Ji Temple, and Birla Mandir. Jaipur is also famous for its handloom & handicraft, and proves a heaven for shopping and enjoyment, This fascinating city with its romantic charm takes you to an epoch of royalty and tradition.