Module 1
Data analytics Lifecycle
Analytical sandbox and why it is important
Module 2
Fitted value and Residuals
Cross validation
Stepwise regression
Logistic vs linear regression
GLM(Generalized linear model)
Module 3
Box Jenkins Methodology
ACF and PACF
ARIMA
Module 4
Text Mining
Seven practices of text analytics
Text analytics steps
TF – IDF
Sentiments
Module 5
Data export and Import in R
Exploratory Data Analysis(EDA)
Dirty Data
Module 6
Differentiate between Pandas and NumPy
Seaborn and Matplotlib
