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​Errors of Predictive Models

Your Curriculum Jump-Station

Chapter 01 - Course Introduction

This Chapter is Open Access and is freely available to all.

EPM-01-01 – Course Introduction
EPM-01-02 – ​Surprise!

Chapter 02 - ​Errors of Regression Models (Part 1)

The first half of this chapter is Open Access.

The second half is Free to all, but you will need our Free Plan (or any of our other plans) to access it.

You can check out all our plans here:

EPM-02-01 – Introduction to the Errors of Regression-Based Predictive Models
EPM-02-02 – Question
EPM-02-03 – Errors, Residuals, Deviations
EPM-02-04 – Quiz
EPM-02-05 – Meme
EPM-02-06 – Question
EPM-02-07 – Residuals
EPM-02-08 – Practice Session
EPM-02-09 – Quiz
EPM-02-10 – Meme
EPM-02-11 – Question
EPM-02-12 – R-Squared
EPM-02-13 – Practice Session
EPM-02-14 – Quiz
EPM-02-15 – Meme
EPM-02-16 – Question
EPM-02-17 – Get The Free Plan to Continue Learning
EPM-02-18 – Variance
EPM-02-19 – Practice Session
EPM-02-20 – Quiz
EPM-02-21 – Achievement
EPM-02-22 – Feedback
EPM-02-23 – Become an Affiliate

Chapter 03 - ​Errors of Regression Models (Part 2)

The first half of this chapter you will need our Free Plan (or any of our other plans).

The second half you will need to either purchase the course or get one of our All-Access Premium Plans to access it.

You can check out all our plans here:

EPM-03-01 – Mean Absolute Error
EPM-03-02 – Practice Session
EPM-03-03 – Quiz
EPM-03-04 – Meme
EPM-03-05 – Question
EPM-03-06 – Mean Error
EPM-03-07 – Practice Session
EPM-03-08 – Quiz
EPM-03-09 – Meme
EPM-03-10 – Question
EPM-03-11 – RMSE
EPM-03-12 – Practice Session
EPM-03-13 – Quiz
EPM-03-14 – Meme
EPM-03-15 – Question
EPM-03-16 – Purchase to Continue Learning
EPM-03-17 – Bias/Variance Trade-Off
EPM-03-18 – Quiz
EPM-03-19 – Recommendations
EPM-03-20 – Practice Session
EPM-03-21 – Achievement
EPM-03-22 – Feedback
EPM-03-23 – Become an Affiliate

Chapter 04 - ​​Errors of Classification Models (Part 1)

​This chapter is Premium content.

​You will need to either purchase the course or get one of our All-Access Premium Plans to access it.

You can check out all our plans here:

EPM-04-01 – Introduction to the Errors of Classification-Based Predictive Models
EPM-04-02 – Question
EPM-04-03 – Confusion Matrix
EPM-04-04 – Practice Session
EPM-04-05 – Quiz
EPM-04-06 – Meme
EPM-04-07 – Question
EPM-04-08 – PPV & NPV
EPM-04-09 – Practice Session
EPM-04-10 – Quiz
EPM-04-11 – Meme
EPM-04-12 – Question
EPM-04-13 – Sensitivity & Specificity
EPM-04-14 – Practice Session
EPM-04-15 – Quiz
EPM-04-16 – Meme
EPM-04-17 – Question
EPM-04-18 – Accuracy
EPM-04-19 – Practice Session
EPM-04-20 – Quiz
EPM-04-21 – Achievement
EPM-04-22 – Feedback
EPM-04-23 – Become an Affiliate

Chapter 05 - ​​Errors of Classification Models (Part 2)

​This chapter is Premium content.

​You will need to either purchase the course or get one of our All-Access Premium Plans to access it.

You can check out all our plans here:

EPM-05-01 – Question
EPM-05-02 – F-measure & Youden’s J
EPM-05-03 – Practice Session
EPM-05-04 – Quiz
EPM-05-05 – Meme
EPM-05-06 – Question
EPM-05-07 – ROC Curves
EPM-05-08 – Practice Session
EPM-05-09 – Quiz
EPM-05-10 – Meme
EPM-05-11 – Question
EPM-05-12 – AUC & Gini Coefficient
EPM-05-13 – Practice Session
EPM-05-14 – Quiz
EPM-05-15 – Meme
EPM-05-16 – Question
EPM-05-17 – Multi-Class Classifications
EPM-05-18 – Recommendations
EPM-05-19 – Practice Session
EPM-05-20 – Achievement

Chapter 06 - ​​​Course Recap

​This chapter is Premium content.

​You will need to either purchase the course or get one of our All-Access Premium Plans to access it.

You can check out all our plans here:

EPM-06-01 – Course Recap
EPM-06-02 – Your Course Certificate
EPM-06-03 – Feedback
EPM-06-04 – Become an Affiliate
EPM-06-05 – Discover Your Next Course
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