Professional Certificate in Machine Learning Deployment and Operations

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Overview

Learning outcomes

Course content

Introduction to Machine Learning Deployment

Model Management and Versioning

Scalable Infrastructure for Machine Learning

Monitoring and Maintenance of ML Systems

Ethics and Best Practices in ML Operations

Introduction to Machine Learning Operations

Model Deployment Strategies

Continuous Integration and Delivery in ML

Monitoring and Logging for ML Models

Scaling Machine Learning Applications

Data Management and Versioning

Model Performance Evaluation

Security and Compliance in ML Operations

Collaboration and Communication in ML Teams

Case Studies in Machine Learning Deployment

Duration

The programme is available in two duration modes:
Fast track - 1 month
Standard mode - 2 months

Course fee

The fee for the programme is as follows:
Fast track - 1 month: GBP £140
Standard mode - 2 months: GBP £90