IIM Calcutta - IIM Calcutta - Advanced Programme in Data Sciences

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IIM Calcutta - Advanced Programme in Data Sciences
at
VCNow
Overview

Data Scientist is one of the hottest jobs in 2021. Get hands-on learning with comprehensive curriculum co-developed by IIM Calcutta with domain experts

Duration	12 months
Total fee	₹4.50 Lakh
Mode of learning	Online
Credential	Certificate

IIM Calcutta - Advanced Programme in Data Sciences
at
VCNow
Highlights

Earn a certificate and executive education alumni status from IIM Calcutta
Pedagogy comprises of projects, case studies and assignments
Fee payment can be done in instalments
Experience three on-campus immersions at the IIM Calcutta campus
Learn from eminent IIM Calcutta faculty and distinguished industry professionals
Gain expertise on tools like XL-Miner, Tableau, SPSS, R, @Risk, Arena, Apache Spark

IIM Calcutta - Advanced Programme in Data Sciences
at
VCNow
Course details

Skills you will learn

Python Database management Statistics Data analysis Big Data Data mining R Hadoop Data Science Simulation Data visualization Data Warehousing

Who should do this course?

For working professionals involved in handling and interpretation of data
For young managers aspiring to make a career in data science
For professionals who are keen to build a career in Data Science
For professionals seeking to accelerate their career in Data Science industry

What are the course deliverables?

Database management & Data warehousing
Computation and Information systems
Data Interpretation
Visualization and Analysis
Machine Learning
Big Data Storage and Analytics
Deep Learning

More about this course

APDS is much broader in terms of application areas and would have considerable focus on non-business applications where data handling/managing skills are required
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
Program will focus on the tools and techniques used for handling, managing, analyzing and interpreting data with introduction to various software such as, Tableau, SPSS Modeler, Oracle SQL, Python, R, @Risk, Arena, Hadoop, etc.
Course Timings: Every Sunday 9:30 AM - 12:30 PM and on select Wednesdays 6:30 PM - 9:30 PM

IIM Calcutta - Advanced Programme in Data Sciences
at
VCNow
Curriculum

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

IIM Calcutta - Advanced Programme in Data Sciences
at
VCNow
Faculty details

Dr. Preetam Basu

Dr. Basu has published innumerable papers in well-regarded journals and international conferences in the areas of Operations Management, Supply Chain Management, Risk Management, Modeling Financial Services & Outsourcing Revenue Management.

Dr. Manisha Chakrabarty

She has been awarded with Best Research paper award 2011 in the International Conference on Data Envelopment Analysis and Its Application to Management; Centrum catolica, LIma, Peru during 2011. Her broad area of research interest includes Applied Econometrics, Development Economics & Applied Finance.