R Course
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Sat, 05 Jan 2019
I will be posting updates to the course on this blog. Thanks for joining in. I hope you are learning a lot about R and beginning to gain confidence to use it for all sorts of analysis. Don’t forget: The R course is on sale until Saturday, January 5th. Recent Updates to the R Course: […]
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About the R Course ... lessons ... min of video
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What is the R Course? ...
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Introduction to the R Course (2:17)
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R Course Overview Document (handout)
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A. R Foundational Knowledge ... lessons ... min of video
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A.1. R Foundations Lectures ...
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A.1.2. R Studio Overview (3:24)
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A.1.3. R Vectors (8:43)
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A.1.4. R Data Types (6:10)
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A.1.6. Vector Operations (4:13)
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A.1.8. R Matrices Part 1 (5:38)
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A.1.9. R Matrices Part 2 (4:46)
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A.1.14 Download the Base R Cheat Sheet (handout)
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A.2. R Foundations - Actuarial Project ...
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B. Data Cleanup using R ... lessons ... min of video
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B.1. Data Cleanup using R -- Lectures ...
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B.2. Data Cleanup using R -- Actuarial Project ...
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B.2.1. Video Solution Task 1 (3:32)
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B.2.2. Video Solution Task 2 (1:45)
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B.2.3. Video Solution Task 3 (2:19)
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B.2.4. Video Solution Task 4 (5:23)
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B.2.5. Video Solution Task 5 (3:58)
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B.2.6. Video Solution Task 6 (9:22)
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B.2.7. Video Solution Task 7 (5:47)
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C. Data Visualization and Exploratory Analysis using R ... lessons ... min of video
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C.1. Data Visualization and Exploratory Analysis using R -- Lectures ...
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C.1.12. Adjusting your Theme (3:47)
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C.2. Data Visualization and Exploratory Analysis using R -- Actuarial Project ...
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D. Predictive Analytics using R ... lessons ... min of video
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D.1. Machine Learning for Actuaries -- Lectures ...
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D.2. Machine Learning for Actuaries -- Actuarial Project ...
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D.2.1 Video Solution Task 1 (3:05)
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D.2.2. Video Solution Task 2 (3:54)
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D.2.3. Video Solution Task 3 (2:13)
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D.2.4. Video Solution Task 4 (1:58)
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D.2.5. Video Solution Task 5 (7:10)
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D.3. Further Predictive Modeling in R -- Decision Trees and Random Forests ...
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E. Communicating Results in R ... lessons ... min of video
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E.1. R Markdown ...
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F. R Actuarial Capstone Project (From Raw Datasets to Predictive Model) ... lessons ... min of video
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F.1. Catastrophic Event Survival Analysis ...
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F.1.3. Load data (7:14)
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F.1.4. Data Cleanup Part 1 (7:54)
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F.1.5. Data Cleanup Part 2 (5:52)
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F.1.6. Data Cleanup Part 3 (8:00)
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