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  1. On Demand Courses
  2. 2021 Virtual Bootcamp: R fo...

2021 Virtual Bootcamp: R for the P&C Actuary

This intensive bootcamp will be in an all virtual format this year. The eight half-day sessions will feature five lectures, a group Capstone Project and office hours to engage directly with our distinguished instructors. This course will give the attendee an introduction to the R programming language, but with the objective of preparing attendees to be able to apply what they've learned upon completion of the course. To that end, the focus is on direct, interactive content delivery.

No longer available for purchase

Raw Book

Link: Raw Book

Lecture 1 - Basics Review; Visualization #1; Capstone Intro

Presentation: Adam Rich, Brian Fannin, 236 min 25 sec

Day_1_Brian Material

Document: Day_1_Brian Material

01_02_data_structures

Document: 01_02_data_structures

01_02_data_structures.R

Document: 01_02_data_structures.R

01_02_data_structures zip

Document: 01_02_data_structures zip

01_03_data_import_export

Document: 01_03_data_import_export

01_03_read_excel

Document: 01_03_read_excel

01_04_visualization_1

Document: 01_04_visualization_1

01_04_visualization_1.R

Document: 01_04_visualization_1.R

01_04_visualization_1 zip

Document: 01_04_visualization_1 zip

Lecture 2 - Modeling; dplyr; Tree methods; ggplot2

Presentation: Adam Rich, Brian Fannin, 237 min 16 sec

Day_2_Files

Document: Day_2_Files

02_02_dplyr

Document: 02_02_dplyr

02_02_dplyr.R

Document: 02_02_dplyr.R

02_02_dplyr.Rmd

Document: 02_02_dplyr.Rmd

02_02_dplyr zip

Document: 02_02_dplyr zip

02_04_decision_trees

Document: 02_04_decision_trees

02_04_decision_trees.R

Document: 02_04_decision_trees.R

02_04_decision_trees.Rmd

Document: 02_04_decision_trees.Rmd

02_04_decision_trees zip

Document: 02_04_decision_trees zip

Lecture 3 - Visualization #2; GLMs; Tree methods

Presentation: Adam Rich, Brian Fannin, 234 min 30 sec

Day_3_Lecture_Content_Attachments

Document: Day_3_Lecture_Content_Attachments

03_04_trees zip

Document: 03_04_trees zip

Lecture 4 - ChainLadder package; Distributions and Simulation; RMarkdown

Presentation: Adam Rich, Brian Fannin, 233 min 20 sec

Day_4_Lecture_Brian Materials

Document: Day_4_Lecture_Brian Materials

04_02_chain_ladder_v2

Document: 04_02_chain_ladder_v2

04_05_keep_learning

Document: 04_05_keep_learning

Lecture 5 - Capstone Presentations

Presentation: Adam Rich, Brian Fannin, 113 min 14 sec

Ratemaking_Capstone_Files

Document: Ratemaking_Capstone_Files

ratemaking-data-prep

Document: ratemaking-data-prep

Final Review zip

Document: Final Review zip

Further Reading Recommendations from Adam

Document: Further Reading Recommendations from Adam
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