| 0110 | Install an R package |
| 0120 | Load an R package (library) |
| 1000 | Create Sample Data |
| 1100 | Create a copy of an existing dataset |
| 1200 | Subset Observations |
| 1300 | Subset variables |
| 1400 | Subset observations and variables |
| 1500 | Renaming variables |
| 1501 | Convert all the variable names to uppercase |
| 1600 | Adding new variables |
| 1700 | Appending datasets |
| 1800 | Merging datasets |
| 1850 | Merging datasets- select unmatched records |
| 1860 | Merging datasets - cartesian product |
| 1865 | conditional logic - case_when - .default and missing values |
| 1870 | conditional logic - if_else |
| 1875 | conditional logic - if_else - nested conditions |
| 1900 | Sorting observations |
| 1901 | Sort Order with Missing Values |
| 2000 | Fetching Frequencies |
| 2100 | Descriptive statistics for numeric variables |
| 2110 | Summarize Age by Treatment Group with Descriptive Statistics |
| 2200 | First dot concept |
| 2210 | Last dot concept |
| 2220 | First dot and last dot concept |
| 2300 | Handling duplicates |
| 2400 | Transpose data - long to wide |
| 2500 | Transpose data - wide to long |
| 2600 | Arrays-repeat same logic on multiple variables |
| 2610 | Arrays - Example - replace a text value in all character variables |
| 2611 | Arrays - Example - replace a value in all numeric variables |
| 2612 | Arrays - Example - replace a value in all numeric and character variables |
| 2700 | Retain first value of a subject onto other records |
| 2701 | Retain last non-missing value |
| 2702 | Retain minimum score upto the current observation |
| 2703 | Retain maximum score upto the current observation |
| 2705 | Retain - Concatenate character results into a single value in a group |
| 2810 | Replicating the concept of usage of loops for dummy data creation |
| 2900 | Replicate PROC FORMAT Using Named Vectors in R |
| 3001 | Reading Files Using Path References |
| 3100 | Character Functions |
| 3190 | Count Missing Values in Selected Variables |
| 3191 | Convert Between Character and Numeric Variables |
| 3193 | Keep Only Variables with Non-missing Values Across Dataset |
| 3201 | Apply Basic Numeric Functions |
| 3210 | Round Numeric Values |
| 3214 | Cumulative Sum, Mean, and Product |
| 3304 | Extract Day, Month, Year, Weekday from Date |
| 3407 | Find Maximum Value Across Multiple Variables in Each Row |
| 3601 | Apply attributes to variables |
| 4010 | Import data from Excel workbooks - CSV |
| 4015 | Import data from Excel workbooks - XLSX |
| 4020 | Import data from Excel workbooks - XLS |
| 4025 | Export data to Excel workbook |
| 5100 | Create a macro variable and use it in open code |
| 5103 | Create a macro variable to store list of values and use it in open code |
| 8100 | Get the list the files in a Directory/Folder to a dataset |
| 8110 | List Files with Metadata: Size, Created and Modified Time |
| 9105 | Detach an R package (unload from session) |
| 9120 | Remove objects from the environment (rm / remove) |
| 9550 | Run multiple programs from a single file |
Online training class for Clinical R programming batch starts on Monday, 02Feb2026.
Click here for details.