machine-learning
Data preprocessing
3 roles need it, 1 as coreUsually level 2: BasicsLesson available
Where it sits
Jobs that need it
- Data Scientistcorelevel 3
- AI Engineersupportinglevel 2
- MLOps Engineersupportinglevel 2
What level 2 (Basics) means
Can use it with guidance. Level 3 (Working): uses it independently on the job.
Start learning
Pre-Model Algorithms
A Practical Guide to Machine Learning with Python
10 parts
Open the lessonData preprocessing: common questions
What is Data preprocessing?
Data preprocessing is a skill in machine-learning, needed by 3 roles on BootSelf.
Which jobs need Data preprocessing?
Data Scientist, AI Engineer, MLOps Engineer. Most ask for level 2 (Basics): can use it with guidance.
What should I learn before Data preprocessing?
Feature scaling.
How do I practise Data preprocessing?
Check your readiness for free, then BootSelf builds a route and short daily learning loops: a little theory, checks on what you get wrong, then a small program.