This course will introduce beginners to the best practices of coding and data analysis in the R programming language.
It is your first step towards a career in data science or data analysis.
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.
Introduction to Analytics, Analytics Process, Application, Methodology, Problem Definition, Data Collection, Types of Data
Basic Statistical Analysis, Data Summarisation, Outlier treatment, Graphs, Box plot, Introduction to excel, Analysis tool pak, Descriptive Statistics, Histogram
Probability theory, Probability Distribution - Normal, binomial, Bernoulli, Poisson, Exponential, Standard normal; t-distribution, F-distribution, chi-square
Basic Business Analytics, Confidence Interval, Test of Significance, t-test, Chi-square test
Regression, Regression analysis, Simple linear Regression
Multiple linear Regression, Logistic Regression, Nonlinear Regression, Diagnostic Checks
Forecasting, Time series analysis, Components of Time Series
Anova, F test, T test, correlation(Using Excel)
Regression, R square, Coefficients, Residuals, Moving Average, Exponential Smoothing(Using Excel)
Create a financial model connecting dietary patterns to diabetes across states in India
If the level of education is favorable towards a particular gender, how will you represent it with visual aid??
It is required to understand whether the current pandemic and the shift in mode of learning has affected the grades of the students. How would you comment on the issue (with confidence and conviction) based on your data?
The Census of India publishes data on the distance of each village to the closest town. How would you identify and count the number of missing values in this data and then summarize it at the district level to obtain mean, median and standard deviation of the distance to closest town?
MDAE alumni working in diverse roles across leading companies.
Trainee Decision Scientist
Senior Research Analyst
MDAE's online courses are loved by learners across 100 + companies and 200 + top colleges.
Begin your journey with MDAE to be a data analyst now!
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