MLOps Courses
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.
Popular MLOps Courses and Certifications
Google Cloud
Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning
Coursera
Skills you'll gain: Vector Databases, AI Integrations, LangChain, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration
Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Model Training, Tensorflow, Google Cloud Platform, Model Optimization, Machine Learning Methods, Applied Machine Learning, Data Validation, Model Evaluation, Performance Tuning, Distributed Computing, Cloud Deployment, Hybrid Cloud Computing, Data Pipelines, Dependency Analysis
Google Cloud
Skills you'll gain: Model Training, MLOps (Machine Learning Operations), Model Deployment, Workflow Management, Model Optimization, Business Workflow Analysis, Data Management, Google Cloud Platform, Data Governance, Data Lakes, Data Store, AI Workflows, Enterprise Modeling, Data Pipelines, Machine Learning Methods, Model Evaluation, Machine Learning, Applied Machine Learning, AI Orchestration
Google Cloud
Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL
Skills you'll gain: Analytics, Data Analysis, Google Cloud Platform, Applied Machine Learning, Model Training, MLOps (Machine Learning Operations), Machine Learning Methods, Model Deployment
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
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Unsupervised Learning, Bayesian Network, Computer Vision, Deep Learning, Reinforcement Learning, Natural Language Processing, Systems Thinking, Data Storytelling, Engineering Management, Time Series Analysis and Forecasting, Predictive Modeling, Project Management Life Cycle, MLOps (Machine Learning Operations), Capital Budgeting, Marketing Analytics, Logistic Regression, Financial Data, Analytics, Environmental Management Systems
Multiple educators
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
Board Infinity
Skills you'll gain: Cloud Management, Billing Systems, Cloud Technologies, Cloud Services, Billing, Cloud Computing, Cloud Platforms, Cost Containment, Cost Management, Cross-Functional Collaboration, Cost Reduction, Accountability, Account Management, Governance
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
