Excel Data Science with Power BI & R

سرفصل های دوره

Power BI and R

1 - Installing R

1 -Installing R CRAN and MRAN

2 -Installing MRO DEMO

3 -Setting Up The IDE

4 -Installing RTVS DEMO

5 -RTVS Settings DEMO

6 -Solutions and Projects in RTVS DEMO

7 -Configuring Power BI To Work With R

2 - R Primer

1 -Important R Objects

2 -Atomic Vectors

3 -Augmented Vectors

4 -Lists

5 -Data Frames

3 - Reading Data

1 -Methods To Read Data Into Power BI Using R

2 -Readr and Readxl Packages To Bring Data Into PowerBI DEMO

3 -PREVIEW String Manipulations In R DEMO

4 -RODBC Package To Bring data Into PowerBI DEMO

5 -Data.Table and Purr Packages To Combine Data Files DEMO

6 -Combining Multiple Files Using Magrittr Package DEMO

7 -Combining Excel Worksheets with ReadXL Package DEMO

4 - Dplyr

1 -Dplyr Introduction

2 -Inner And Left Joins

3 -Joining Data With Different Column Names DEMO

4 -Filtering Data in R DEMO

5 -Selecting Columns From A Data Frame in R DEMO

6 -Summarizing Data in R DEMO

7 -Mutate Verb to Create New Columns in R DEMO

5 - Making your data tidy for PowerBI

1 -TIDY Data Introduction

2 -TIDY Data DEMO

6 - Cleansing Data with StringR

1 -StringR Introduction

2 -Count Words Within A Text String DEMO

3 -Identify Valid Email Addresses DEMO

4 -Remove Numbers From A String DEMO

5 -Conditional Replacements DEMO

6 -Overview Of Functions In R

7 -ReScaling Data DEMO

8 -Calculate Distance Using A Custom Function

9 -Calculate Distance Using Geosphere Package DEMO

10 -Create Custom Visualizations with GGPLOT2

11 -Simple Chart Using GGPLOT2

12 -Additional Components

13 -Chart Scales and Labels in R DEMO

14 -Available Graphing Options

15 -Why Facet Charts are Beneficial

16 -Create Facet Charts in R DEMO

17 -Pretty Up Your Facet Charts In R DEMO

18 -CRISP-DM

19 -Popular Algorithms

20 -Text Analytics

21 -Logistic Regression Model in R DEMO

22 -Testing Your Model In PowerBI DEMO

23 -Introduction To Demos

24 -Big Data with R and SQL Server DEMO

25 -Scoring Data with SQL Server DEMO

26 -Using Tools in SQL Server for Larger Data Sets

27 -Stored Procedure Using Native Scoring DEMO

28 -Native Scoring DEMO

29 -Cognitive Services DEMO

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تولید کننده: Udemy