Investor Classifiers in Python – Part 1 – Felix

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Investor Classifiers in Python - Part 1

Understand the business case you’re going to model. Perform more advanced data exploration and visualization, and engineer features based on conditional relationships between existing features.

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20 Lessons (30m)

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1. Investor Classifiers Part 1 Learning Objectives

00:21
2. Overview of the Business Case

04:08
3. Importing Data Workout

00:40
4. Metadata

01:46
5. Metadata Workout

00:28
6. One Error Workout

01:18
7. Countplot of Investors Workout

00:56
8. Exploring Relationships

05:03
9. Exploring Relationships Workout

00:55
10. Reviewing Your Results

01:21
11. Feature Engineering

01:48
12. Feature Engineering Workout 1

02:40
13. Reviewing Tier Change

01:15
14. Controlling for Demotions

00:47
15. Feature Engineering Workout 2

00:55
16. Analyzing Goldman Sachs

00:42
17. fee_percent and invite_perfect Workout

00:38
18. lmplot

02:07
19. lmplot Workout

00:54
20. Investor Classifier in Python 1 Review

00:54

Prev: Classification Algorithms Next: Investor Classifiers in Python - Part 2

One Error Workout

Notes
Questions

01:18

Practice cleaning a dataset by removing observations with negative or zero total fees and verifying the correction through histograms of continuous variables.

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Further Help

Felix How to Guide walks you through the key functions and tools of the learning platform.
Playlists & Tryouts: Playlists are a collection of videos that teach you a specific skill and are tested with a tryout at the end. A tryout is a quiz that tests your knowledge and understanding of what you have just learned.
Exam: If you are collecting CPE points you must pass the relevant CPE exam within 1 year to receive credits.
Glossary: A glossary can be found below each video and provides definitions and explanations for terms and concepts. They are organized alphabetically to make it easy for you to find the term you need.
Search function: Use the Felix search function on the homepage to find content related to what you want to learn. Find related video content, lessons, and questions people have asked on the topic.
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Questions: If you have questions about the course content, you will find a section called Ask a Question underneath each video where you can submit questions to our expert instructor team.