Unit 1 |
Installing R – CRAN and MRAN |
Unit 2 |
Installing MRO – DEMO |
Unit 3 |
Setting Up The IDE |
Unit 4 |
Installing RTVS – DEMO |
Unit 5 |
RTVS Settings – DEMO |
Unit 6 |
Solutions and Projects in RTVS: DEMO |
Unit 7 |
Configuring Power BI To Work With R |
Unit 1 |
Important R Objects |
Unit 2 |
Atomic Vectors |
Unit 3 |
Augmented Vectors |
Unit 4 |
Lists |
Unit 5 |
Data Frames |
Unit 1 |
Methods To Read Data Into Power BI Using R |
Unit 2 |
Readr and Readxl Packages To Bring Data Into PowerBI – DEMO |
Unit 3 |
PREVIEW: String Manipulations In R – DEMO |
Unit 4 |
RODBC Package To Bring data Into PowerBI DEMO |
Unit 5 |
Data.Table and Purr Packages To Combine Data Files DEMO |
Unit 6 |
Combining Multiple Files Using Magrittr Package DEMO |
Unit 7 |
Combining Excel Worksheets with ReadXL Package DEMO |
Unit 1 |
Dplyr Introduction |
Unit 2 |
Inner And Left Joins |
Unit 3 |
Joining Data With Different Column Names DEMO |
Unit 4 |
Filtering Data in R DEMO |
Unit 5 |
Selecting Columns From A Data Frame in R DEMO |
Unit 6 |
Summarizing Data in R DEMO |
Unit 7 |
Mutate Verb to Create New Columns in R DEMO |
Unit 1 |
TIDY Data Introduction |
Unit 2 |
TIDY Data DEMO |
Unit 1 |
StringR Introduction |
Unit 2 |
Count Words Within A Text String DEMO |
Unit 3 |
Identify Valid Email Addresses DEMO |
Unit 4 |
Remove Numbers From A String DEMO |
Unit 5 |
Conditional Replacements DEMO |
Unit 1 |
Overview Of Functions In R |
Unit 2 |
ReScaling Data DEMO |
Unit 3 |
Calculate Distance Using A Custom Function DEMO |
Unit 4 |
Calculate Distance Using Geosphere Package DEMO |
Unit 1 |
Create Custom Visualizations with GGPLOT2 |
Unit 2 |
Simple Chart Using GGPLOT2 |
Unit 3 |
Additional Components |
Unit 4 |
Chart Scales and Labels in R – DEMO |
Unit 5 |
Available Graphing Options |
Unit 6 |
Why Facet Charts are Beneficial |
Unit 7 |
Create Facet Charts in R – DEMO |
Unit 8 |
Pretty Up Your Facet Charts In R – DEMO |
Unit 1 |
CRISP-DM |
Unit 2 |
Popular Algorithms |
Unit 3 |
Text Analytics |
Unit 4 |
Introduction To Demos |
Unit 5 |
Logistic Regression Model in R – DEMO |
Unit 6 |
Testing Your Model In PowerBI – DEMO |
Unit 7 |
Big Data with R and SQL Server – DEMO |
Unit 8 |
Scoring Data with SQL Server – DEMO |
Unit 9 |
Using Tools in SQL Server for Larger Data Sets |
Unit 10 |
Stored Procedure Using Native Scoring – DEMO |
Unit 11 |
Native Scoring – DEMO |
Unit 12 |
Cognitive Services DEMO |