Advanced Programme in Data Sciences (APDS)
Data science is an interdisciplinary field that strives to extract knowledge or insights from data in various forms, either structured or unstructured. Data science employs techniques and theories drawn from many fields within the broad areas of mathematics, statistics, operations research, information science, and computer science.
Demand for trained data scientists has witnessed a massive growth in recent years. Data analysis is not only essential but indispensable for meeting the challenges of making most efficient strategic as well as tactical decisions. Applications of data science take place in various domains such as government sector, agriculture, atmospheric sciences, infrastructure management, financial markets, e-commerce.
The objective of this programme is to introduce participants to the different tools and techniques used for handling, managing, analyzing and interpreting data. The program will be hands-on with introduction to software such as, Tableau, Python, SPSS Modeler, R, @Risk, Arena, etc. The programme is suited for working professionals who would like to have a hands-on feel on working with data and making sense of it.
As part of the programme, participants will be required to form small teams and undertake organization-based specialized or comprehensive projects of their choice, in the areas of marketing, finance and operations, to be guided by IIMC faculty. These projects will have to be submitted and presented during the IIMC Campus module towards the end of the programme.
Successful completion of the program will enable the participants to acquire a strong foundation for applying advanced quantitative and statistical tools to make most effective decisions driven by sound data analysis.
Working professionals with a role involving handling and interpretation of data. Young managers aspiring to make a career in data science. Knowledge of Programming is not essential, but applicants must have basic understanding of Mathematics and Statistics.
The duration of the programme is one year with one session of three hours each week. In some weeks sessions will be held twice, with prior intimation, as required and as decided by IIMC. The total number of contact hours is 215.
Campus visit takes place twice in a year. The total duration of campus visits is of 6 days. The campus modules will be conducted subject to the evolving pandemic situation.
Programme fee: 4,00,000/- + (applicable taxes)
Campus fee: 48,000/- + (applicable taxes)
Depending on the course, lectures will be enriched with case studies, corporate examples and general discussions.
- Understanding Data Science
- Mathematics for Data Science
- Statistics for Data Science
- Data Management and Data warehousing
- Machine Learning with Python
- Data Interpretation, Visualization and Analysis
- Econometrics with R
- Stochastic Process and Simulation
- Categorical Data Analysis
- Business Intelligence with Data Analytics
- Big Data Storage and Analytics
- Advanced Topics in Data Science (Text Mining, IoT, Deep Learning, Industry 4.0 etc.)
- Project in Data Science
Working managers with an experience profile of 3 years or more, who are graduates (10+2+3)/post graduates in any discipline with minimum 50% marks. Students would be selected on the basis of assessment of background and motivation based on the application form submitted.