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, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Big Data, Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL
Beginner · Course · 1 - 4 Weeks
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Computer Vision, Reinforcement Learning, Predictive Modeling, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Marketing Analytics, Logistic Regression, Cash Flows, Business Analysis, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Pandas (Python Package), Simulations, Project Planning
Earn a degree
Degree · 1 - 4 Years

Skills you'll gain: Data Governance, Data Strategy, Data Management, Data Modeling, Data Quality, Data Literacy, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Business Priorities, Data Pipelines, Sprint Retrospectives, Process Improvement, Sprint Planning
Beginner · Course · 1 - 3 Months

Board Infinity
Skills you'll gain: Cloud Management, Billing, Cloud Computing, Cloud Platforms, Cost Management, Multi-Cloud, Expense Management, Cross-Functional Collaboration, Financial Controls, Amazon Web Services, Budgeting, Account Management, Automation
Intermediate · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Cloud Management, Cloud Computing, Cloud Services, Cost Management, Cloud Infrastructure, Budget Management, Cross-Functional Collaboration, Expense Management, Billing, Financial Analysis, Accountability, Resource Utilization
Intermediate · Course · 1 - 4 Weeks

Whizlabs
Skills you'll gain: Machine Learning Algorithms, Image Analysis, Reinforcement Learning, Classification Algorithms, Forecasting, Algorithms, AWS SageMaker, Machine Learning, Supervised Learning, Unsupervised Learning, Predictive Modeling, Regression Analysis, Natural Language Processing
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Natural Language Processing, Model Deployment, Open Source Technology, Prompt Engineering, Containerization, Machine Learning
Beginner · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, Business Metrics, Amazon Web Services, Return On Investment, Organizational Effectiveness, Cloud Platforms, Operating Cost
Mixed · Course · 1 - 4 Weeks
Amazon Web Services
Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, Code Review, Amazon Web Services, AI Security, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Cloud Management, Billing Systems, Cloud Computing, Billing, Cloud Services, Cost Management, Cost Control, Budget Management, Cloud Infrastructure, Dashboard, Resource Utilization, Budgeting, Virtual Machines, Cost Accounting, Cross-Functional Collaboration, Financial Management, Expense Management, Anomaly Detection, Serverless Computing, Cost Reduction
Intermediate · Specialization · 1 - 3 Months
Skills you'll gain: Cloud Management, Azure DevOps, Infrastructure as Code (IaC), Cloud Computing, CI/CD, Microsoft Azure, DevOps, Cloud Infrastructure, Virtual Machines, Automation, User Provisioning, YAML, Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)
Intermediate · Course · 1 - 4 Weeks