MLOps courses can help you learn deployment strategies, model monitoring, and continuous integration and delivery for machine learning projects. You can build skills in automating workflows, managing data pipelines, and ensuring compliance with governance standards. Many courses introduce tools like TensorFlow, Kubernetes, and MLflow, that support operationalizing AI models and streamlining collaboration between data scientists and IT teams.

Google Cloud
Skills you'll gain: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Deployment, Google Cloud Platform, Data Infrastructure, Cloud Storage, Cloud Infrastructure, Data Management, Cloud Solutions, Data Processing, Data Storage, Model Training, Data Storage Technologies, MLOps (Machine Learning Operations), AI Workflows, Data Preprocessing, Capacity Management
Intermediate · Course · 1 - 3 Months
Multiple educators
Beginner · Specialization
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Deep Learning, Reinforcement Learning, Unsupervised Learning, Data Storytelling, Natural Language Processing, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Vision Transformer (ViT), Marketing Analytics, Logistic Regression, Data-Driven Decision-Making, Financial Data, Environmental Management Systems, Transfer Learning, Descriptive Analytics, Simulations
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Data Governance, Data Management, Data Modeling, Data Quality, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Data Pipelines, Business Process Automation, IT Automation
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Cloud Management, Cloud Technologies, Cloud Services, Billing, Operating Cost, Cloud Computing, Cloud Platforms, Cloud Solutions, Cost Containment, Cost Management, Expense Management, Billing & Invoicing, Cross-Functional Collaboration, Budget Management, Cost Reduction, Financial Controls, Accountability, Budgeting, Account Management, Governance
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Fine-tuning, Natural Language Processing, Model Deployment, Open Source Technology, Containerization, C (Programming Language), Machine Learning, Cross Platform Development
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, Cloud Deployment, PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Application Deployment, Model Training, Natural Language Processing, DevOps, Amazon Web Services, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Apache Airflow, Docker (Software), Git (Version Control System), SQL, Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Database Management, Continuous Deployment, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Automation, Configuration Management, Root Cause Analysis, Python Programming
Intermediate · Specialization · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Continuous Delivery, DevOps, Rust (Programming Language), Docker (Software), Containerization, Devops Tools, Data Pipelines, YAML, Build Tools, GitHub, Automation
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Cloud Management, Billing Systems, Cloud Computing, Billing, Cloud Services, Cost Management, Cloud Computing Architecture, Cloud Technologies, Cost Control, Budget Management, Billing & Invoicing, Cost Containment, Cloud Engineering, Cloud Deployment, Operating Cost, Dashboard, Resource Utilization, Budgeting, Financial Management, Financial Data
Intermediate · Specialization · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, Performance Analysis, Business Metrics, Amazon Web Services, Organizational Effectiveness, Cloud Platforms, Operating Cost
Mixed · Course · 1 - 4 Weeks