intermediateCertificate$12.99
End-to-End Machine Learning with MLflow
by J-M Tirado · Udemy
4.5(2,800 reviews)
20K+ enrolled8 hoursUpdated 2024-10
What You'll Learn
Understand the fundamentals and key concepts of MLOps
Apply MLOps techniques to solve real-world problems
Understand the fundamentals and key concepts of MLflow
Apply MLflow techniques to solve real-world problems
Understand the fundamentals and key concepts of model deployment
Apply model deployment techniques to solve real-world problems
About This Course
Track experiments, manage models, and deploy ML pipelines using MLflow for reproducible ML workflows.
Curriculum
Module 1: MLOps & MLflow6 lessons
- Introduction to MLOps
- MLOps in Practice
- Hands-on Exercise: MLOps
- Introduction to MLflow
- MLflow in Practice
- Hands-on Exercise: MLflow
Module 2: Model deployment & ML pipelines6 lessons
- Introduction to model deployment
- Model deployment in Practice
- Hands-on Exercise: Model deployment
- Introduction to ML pipelines
- ML pipelines in Practice
- Hands-on Exercise: ML pipelines
Module 3: Experiment tracking3 lessons
- Introduction to experiment tracking
- Experiment tracking in Practice
- Hands-on Exercise: Experiment tracking
Instructor
J-M Tirado
Instructor at Udemy
Pros & Cons
Pros
- Offers a certificate of completion
- High-quality video lectures
- Taught by J-M Tirado
- Well-structured curriculum
Cons
- Requires paid subscription
- Self-paced requires discipline
$12.99
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