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 corporate Researches get access Our short and long-term collaborators benefit from training programmes on to an extensive and the ground-breaking analytics equip employees most comprehensive solutions we provide to with ability to analyze and collection of local business problems act on the data and global data in real time 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.
2 3 1 MISSION CORE VISION To become a centre of excellence by Generate high quality research output To inspire everyone to generating and sharing knowledge and teaching material that will benefit use Analytics in all aspects in the field of Analytics and Big-data the entire analytics domain of Management
Industry and Sector Analytical capabilities Application of Predictive analytics in retail, banking, healthcare, insurance, supply chains, Prescriptive Analytics manufacturing, HR, Finance, Airlines. Descriptive Analytics Linear Programming, Visualization dashboards using Integer Programming, Multi DJ.JS, HTML5, bootstrap, python. criteria decision Dashboard using Web Development making(MCDM), Non linear interface of R (Shiny). programming. Machine and Deep Learning Predictive Analytics Machine Learning, Regularization, Regression & Classification Models, Neural Networks, Video Analytics, Multinomial classification models, Big Data Analytics Gradient Descent, BFGS Ensemble Methods, Forecasting, Markov Models, Poisson Processes, Scalable machine learning, warranty analytics, Monte Carlo Hadoop, Map Reduce, Analysis, Markov Decision process. Spark
Technology and Platform Licensed Census Lab Big-data Platform Open Source Software Tools Micro Level Census data Running Hadoop and Spark R, Python, Scikit-learn, SAS, SPSS, Qlik Sense, Digital Library of census: Platforms(10 node | 100 TB | Cplex, Tableau, Prowess, pandas, D3JS 500GB RAM| 100 core data from 1872 CSPro processor) till 2011
Research Analytics Awareness Deep research capability in the filed of Operations Research, Predictive Analytics, Machine Learning and many more... Publication More than 25 analytics cases published at Harvard Business Publishing. Conference & Symposium International Conference - 250+ research paper presentation by academia & industry. Symposium on industry projects executed by students of BAI & BDA programmes. Training & Workshops 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. Analytics Master-class Series It is a one-of-its-kind initiative for academicians and practitioners to share the applications of Analytics in various disciplines of Management.
Success Stories We have worked with companies in various sectors and of different sizes
DCAL has engaged with many corporates for both short and long term research. Industry Connect A shared research vision is the driving force behind these successful partnerships
Current Engagements Earth to Orbit Earth to Orbit Govt. of India funded research project 2 years project Use of satellite Application of Use of Analytics in funded by images for Analytics to Education and DIETY on fraud decision making help farmers improve the analytics and Manage plant effectiveness of credit scoring Diseases teaching methods for urban co- operative banks
Education Portfolio • Certificate Program in Business Analytics and Intelligence (8 th Batch) • Certificate Program in Big Data Analytics (2 nd Batch) • Short duration programs on data science, social media analytics, healthcare analytics etc.
Decision Scientists 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). Prof S Ramesh Kumar Prof Rajluxmi V Murthy Prof Shankar Venkatagiri Prof Pulak Gosh
Extended Team – Teaching & Research Sunil S Dhimant Ganatra Sheethal Malagi Shailaja Grover Arun Pandit Rahul Kumar Purvi Tiwari Aarthi Krishnan Manaranjan Pradhan
Industry Connect • Gold Sponsorship • Silver Sponsorship • Event Sponsorship (Conferences, Symposiums & Workshops) • Student Projects
Gold Sponsorship ( 20 Lakhs Per Year ) • 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
Silver Sponsorship ( 10 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
THANK YOU !
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