MLOps Specialization - 3 Months Internship
MLOps Specialization - 3 Months ₹999. Deploy, monitor, manage ML models in production. Best MLOps training in Bihar.
Program Description
Skills You'll Learn
Projects You'll Work On
ML Pipeline Project
Build complete ML pipeline with versioning and tracking
Production ML Deployment
Deploy and monitor ML model in production
Program Modules
W1: MLOps Fundamentals
MLOps lifecycle, CI/CD, model lifecycle
W2: ML Pipelines
Data pipelines, feature engineering, model training pipelines
W3: Model Versioning
DVC, MLflow, model registry, experiment tracking
W4: CI/CD for ML
Jenkins, GitHub Actions, model validation, automated testing
W5: Model Deployment
Docker, Kubernetes, TensorFlow Serving, TorchServe
W6: Model Monitoring
Performance monitoring, drift detection, alerts
W7: Project 1
Build complete ML pipeline
W8: Project 2
Deploy and monitor ML model in production
Key Features
What You'll Learn
Examination Details
| Exam Name | Full Marks | Pass Marks |
|---|---|---|
| Module-wise Assessment | 100 | 40 |
| Practical Lab Exam | 100 | 50 |
| Project Evaluation | 100 | 50 |
Internship Details
Prerequisites
- Python programming knowledge
- Basic ML understanding
- BTech CS/IT/MCA or equivalent
- Interest in MLOps
Who Can Enroll ?
- BTech CS/IT students
- MCA students
- Data science students
- AI/ML engineers
- DevOps engineers
Certificate Preview
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