Machine Learning Operations

Overview

This Machine Learning Operations course course is offered by Coursera in partnership with Duke University. 

What you'll learn

• Master Python fundamentals, MLOps principles, and data management to build and deploy ML models in production environments.

• Utilize Amazon Sagemaker / AWS, Azure, MLflow, and Hugging Face for end-to-end ML solutions, pipeline creation, and API development.

• Fine-tune and deploy Large Language Models (LLMs) and containerized models using the ONNX format with Hugging Face.

• Design a full MLOps pipeline with MLflow, managing projects, models, and tracking system features.

Skills you'll gain

• Microsoft Azure

• Big Data

• Data Analysis

• Python Programming

• Github

• Machine Learning

• Cloud Computing

• Data Management

• Devops

• Amazon Web Services (Amazon AWS)

• Rust Programming

• MLOps