about us - dcal data centre & analytics lab presentation.pdf · 2017-10-19 · about us the...
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About us
The Data Centre & Analytics Lab (DCAL) is a centre of excellence set up by the Indian Institute of Management, Bangalore in the year 2012. Housed at IIMB campus, DCAL is a dedicated research and training lab to support interdisciplinary empirical research using data on Indian and other emerging markets. DCAL is a three point platform - a data warehouse, a developer of analytical solutions and an analytics training hub.
What do we do?
We collect, process and model data to bring out innovative solution to be consumed by researchers and practitioners. Our analytical solutions coupled with statistical models will act like a lever to propel growth and bring a change in the way organizational activities are executed.
Our short and long-term training programmes on
analytics equip employees with ability to analyze and
act on the data in real time
Researches get access to an extensive and
most comprehensive collection of local and global data
Our corporate collaborators benefit from
the ground-breaking solutions we provide to
business problems
1 2 3
VISION
To inspire everyone to use Analytics in all aspects
of Management
MISSION
To become a centre of excellence by generating and sharing knowledge
in the field of Analytics and Big-data
CORE Generate high quality research output and teaching material that will benefit
the entire analytics domain
Industry and Sector
Application of Predictive analytics in retail, banking, healthcare, insurance, supply chains, manufacturing, HR, Finance, Airlines. Prescriptive Analytics
Linear Programming, Integer Programming, Multi criteria decision making(MCDM), Non linear programming.
Predictive Analytics
Regression & Classification Models, Multinomial classification models, Ensemble Methods, Forecasting, Markov Models, Poisson Processes, warranty analytics, Monte Carlo Analysis, Markov Decision process.
Visualization dashboards using DJ.JS, HTML5, bootstrap, python. Dashboard using Web Development interface of R (Shiny).
Descriptive Analytics
Big Data Analytics
Scalable machine learning, Hadoop, Map Reduce, Spark
Machine and Deep Learning
Machine Learning, Regularization, Neural Networks, Video Analytics, Gradient Descent, BFGS
Analytical capabilities
Technology and Platform
Open Source
Tools
R, Python, Scikit-learn,
pandas, D3JS
Licensed
Software
SAS, SPSS, Qlik Sense,
Cplex, Tableau, Prowess, CSPro
Big-data Platform
Running Hadoop and Spark Platforms(10 node | 100 TB |
500GB RAM| 100 core processor)
Census Lab
Micro Level Census data
Digital Library of census:
data from 1872
till 2011
Analytics Awareness
Deep research capability in the filed of Operations Research, Predictive Analytics, Machine Learning and many more...
More than 25 analytics cases published at Harvard Business Publishing.
International Conference - 250+ research paper presentation by academia & industry. Symposium on industry projects executed by students of BAI & BDA programmes.
Workshops on Data Science using Python and R, Big Data solutions using spark. FDP & MDP
FDP & MDP programs are organized to provide the participants with a hands-on experience on analytical tools and techniques.
It is a one-of-its-kind initiative for academicians and practitioners to share the applications of Analytics in various disciplines of Management.
Analytics Master-class Series
Training & Workshops
Publication
Conference & Symposium
Research
Success Stories We have worked with companies in various sectors and of different sizes
Industry Connect DCAL has engaged with many corporates for both short and long term research. A shared research vision is the driving force behind these successful partnerships
Current Engagements
Govt. of India funded research project
2 years project funded by DIETY on fraud analytics and credit scoring for urban co-operative banks
Use of Analytics in Education and improve the effectiveness of teaching methods
Application of Analytics to help farmers Manage plant Diseases
Earth to Orbit Use of satellite images for decision making
Earth to Orbit
Education Portfolio
• Certificate Program in Business Analytics and Intelligence (8th Batch)
• Certificate Program in Big Data Analytics (2nd Batch)
• Short duration programs on data science, social media analytics, healthcare analytics etc.
Prof U Dinesh Kumar, Chairperson of DCAL has been recognized as one of the Top 10 most prominent analytics academicians in India for his extensive research in big data analysis by Analytics India Magazine. The magazine chose Professor Kumar for spearheading the analytics education industry in India. He regularly conducts corporate training programme in Analytics and has trained more than 1600 professionals in the field of analytics in the last 9 years. He is the Chairperson of Decision Sciences and Information Systems Area and also Chairperson of Executive Post Graduate Programme in Management of IIMB. He is also the president of the Analytics Society of India (ASI).
Decision Scientists
Prof Rajluxmi V Murthy Prof Pulak Gosh Prof Shankar Venkatagiri Prof S Ramesh Kumar
Extended Team – Teaching & Research
Rahul Kumar
Shailaja Grover
Purvi Tiwari
Dhimant Ganatra
Sheethal Malagi
Manaranjan Pradhan
Sunil S
Arun Pandit
Aarthi Krishnan
Industry Connect
• Gold Sponsorship
• Silver Sponsorship
• Event Sponsorship (Conferences, Symposiums & Workshops)
• Student Projects
Gold Sponsorship
• Membership in DCAL Advisory Council
• Industry partner in all events organized by DCAL.
• Access to the IIMB resources (analytics case studies and working papers)
• Participation in short duration BAI Executive Development Programme (2 free slots)
• Participation in biennial International Conference (4 free slots) and one invited speaker slot
• Dedicated Research Associates (2) to work on problems of common interest
( 20 Lakhs Per Year )
• Membership in DCAL Advisory Council
• Access to the IIMB resources (analytics case studies and working papers)
• Participation in short duration BAI Executive Development Programme (1 free slots)
• Participation in biennial International Conference (2 free slots) and one invited speaker slot
• Dedicated Research Associate (1) to work on problems of common interest
( 10 Lakhs Per Year )
Silver Sponsorship
THANK YOU !
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