This course will introduce beginners to programming to the basics of coding and statistical analysis in R. Participants will learn to handle data, visualize it and perform statistical operations like hypothesis testing and regressions on fairly structured data.
Basic understanding of Statistics
Anyone who wants to familiarise themselves with R programming and utilise data for critical analysis
20 hours instructor-led, pre recorded lectures
2 assignments
Project in data analytics
Lifetime recording access on LMS.
Industry event invitations + student network access
1 session of resume building and interview tips
Assistant Professor, MDAE
Dr. Sandhya Krishnan has taught data analytics and R programming at various places across India, and to a wide range of audiences including undergraduate and graduate students, faculty and other professionals. She believes that interesting stories are hidden behind numbers and anyone with a flair for numbers and the right training in data analytics can unravel these stories and present them to the world. She holds a Ph.D. from the University of Amsterdam and an MA in Economics from the University of Mumbai.
Assistant Professor, Fergusson College
Dr. Ishita Ghoshal teaches Macroeconomics, Econometrics and Mathematical Economics and conducts workshops on research methods, computer applications for Economics, applied Econometrics with various software like R, EViews, STATA, etc. Her areas of interest are Macroeconomics, Applied Econometrics and International trade. She holds a Ph.D. in Economics from the Gokhale Institute of Politics and Economics.
Introduction to R (Downloading R, working on vectors, importing data, descriptive statistics)
Graphics with R
Probability distributions – Binomial and Poisson
Probability Distributions – Normal and standard normal distribution
Hypothesis testing, Z test, chi-square
Hypothesis testing F and T distributions
OLS regression Bi-variate
Multivariate regression
Violation of OLS assumptions- autocorrelation
Violation of OLS assumptions- heteroscedasticity
MDAE alumni working in diverse roles across leading companies.
Arushi Mishra
Data Consultant
Vallari Naik
Trainee Decision Scientist
Pooja Joshi
Senior Research Analyst
Nishitha Mehta
Risk Analyst
Swati Shrimali
Business Analyst
Ujas Shah
Research Analyst
"It has been an honour to get to learn so many things from Dr. Sandhya Krishnan. Thanks for inspiring us! We need more instructors like her in our schools and universities where we learn subjects in an intuitive and practical way. I feel really lucky to have a mentor and a teacher like her. Thanks for making me fall in love with Econometrics, Data analysis and R, and now I cannot get enough of them! I owe all of it to her."
Aarushi Lunia– Batch 2019-20
"Aayush sir's lecture was really really helpful! We feel familiar with the R language now. Earlier we weren't able to grasp it that quickly. He was extremely patient with us and he clarified the littlest doubt someone had. I'd be more than happy to have him conduct more sessions."
Yeshita Kelkar– Batch 2020-2021
Rs 3990
Rs990
Excluding GST
Data Analytics with R
20 Hours Program Certification
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