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Machine Learning Engineering for Production (MLOps)
DeepLearning.AI's MLOps specialization — data pipelines, model serving, monitoring, and continuous training.
by DeepLearning.AI4.7 (7,800 reviews)140,000 students80h100 lessons
Technologies & Tools
mlops
model-serving
data-pipelines
monitoring
production-ml
Dev AI Expertise Covered
Data Pipelines
Model Serving
TFX
Model Monitoring
Continuous Training
Feature Stores
Pros
Production-focused
TFX pipelines
Real MLOps patterns
Cons
-TensorFlow-centric
-Steep learning curve
Prerequisites
- Python
- ML experience
- Basic DevOps
Instructor
D
DeepLearning.AI
Course Details
LanguageEnglish
Duration80h
Lessons100
CertificateYes