Repository contains the course I went through to study basics on modelling using ML techniques.Course ranges 6 days, organized per day or algorithem wise and with the workspace, so you can download it indivudlly. Any documents or data here is not mine neither I hold any re-distribution rights in any ways. Please reach out to me in case if you want me to remove the content from here.
Will upload the list of R packages used later
following topics where covered
Introduction to Business Analytics
Predictive Analytics
Preliminary Analysis of Data
Descriptive Statistics using R
Data Preprocessing
Test of Hypothesis
Normality Test
ANOVA
Chisquare test
Correlation & Regression
Modelling Non linearrelations
Binary Logistic Regression
Tree based Models
Multi Response Scoring Methods
Market Basket Analysis (collaborative filtering)
Factor Analysis
Cluster Analysis
Naive Bayes Classifier