mlops
Machine learning
1 role need it, 1 as coreUsually level 3: WorkingLesson available
Where it sits
Learn first
ClusteringRegressionIntroduction to Machine LearningIntroduction to Deep LearningData preprocessingClassificationThis skill
Machine learning
Leads to
Data scienceJobs that need it
- MLOps Engineercorelevel 3
What level 3 (Working) means
Uses it independently on the job. Level 4 (Strong): handles hard cases, reviews others.
Machine learning: common questions
What is Machine learning?
Machine learning is a skill in mlops, needed by 1 role on BootSelf.
Which jobs need Machine learning?
MLOps Engineer. Most ask for level 3 (Working): uses it independently on the job.
What should I learn before Machine learning?
Clustering, Regression, Introduction to Machine Learning, Introduction to Deep Learning, Data preprocessing, Classification.
How do I practise Machine learning?
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.