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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


  • Status: Preview
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    Board Infinity

    Cloud FinOps

    Skills you'll gain: Cloud Management, Billing Systems, 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, Business Operations, Accountability, Budgeting

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Board Infinity

    Fundamentals of Cloud FinOps

    Skills you'll gain: Cloud Management, Cloud Computing, Cloud Services, Cloud Technologies, Cloud Platforms, Cost Management, Cloud Engineering, Cloud Deployment, Cost Control, Cross-Functional Collaboration, Expense Management, Billing Systems, Fiscal Management, Billing, Accountability, Account Management

    3.3
    Rating, 3.3 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Open Source LLMOps Solutions

    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

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Duke University

    Rust for Large Language Model Operations (LLMOps)

    Skills you'll gain: LLM Application, Hugging Face, Large Language Modeling, Generative AI, Rust (Programming Language), Model Deployment, Cloud Deployment, PyTorch (Machine Learning Library), Applied Machine Learning, Model Training, Natural Language Processing, DevOps, Amazon Web Services, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    DataOps: Automation & Reliability

    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

  • Status: Free
    Free
    A

    Amazon Web Services

    AWS FinOps - Creating Cloud Business KPIs (Unit Economics)

    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

    4.3
    Rating, 4.3 out of 5 stars
    ·
    31 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Azure CloudOps: Automating Infrastructure & Cost Control

    Skills you'll gain: Cloud Management, Azure DevOps Pipelines, Azure DevOps, Infrastructure as Code (IaC), Cloud Computing, CI/CD, Microsoft Azure, Cloud Deployment, Continuous Deployment, DevOps, Cloud Infrastructure, IT Automation, Continuous Integration, Automation, User Provisioning, Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    DevOps and AI on AWS: AIOps

    Skills you'll gain: Amazon CloudWatch, DevOps, Devops Tools, DevSecOps, Code Review, AI Integrations, Amazon Web Services, AI Security, Application Performance Management, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, Vulnerability Scanning, Predictive Analytics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Board Infinity

    Cloud FinOps

    Skills you'll gain: Cloud Management, Billing Systems, Cloud Computing, Billing, Cloud Services, Cost Management, Cloud Technologies, Cloud Platforms, Cost Control, Budget Management, Billing & Invoicing, Cost Containment, Cloud Engineering, Cloud Deployment, Operating Cost, Dashboard, Resource Utilization, Budgeting, Financial Management, Financial Data

    3.2
    Rating, 3.2 out of 5 stars
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    25 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    RAG Systems and Production Operations

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Data Migration, Performance Tuning, Agentic systems, Generative AI, Generative Model Architectures, Model Deployment, AI Security, Containerization, Large Language Modeling, Embeddings, Role-Based Access Control (RBAC), System Monitoring

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Cloud FinOps Strategies

    Skills you'll gain: Billing Systems, Billing, Cloud Management, Cost Management, Cost Control, Budget Management, Billing & Invoicing, Cost Containment, Operating Cost, Financial Management, Financial Data, Budgeting, Virtual Machines, Cloud Platforms, Cloud Computing, Cost Accounting, Cloud Technologies, Cost Estimation, Expense Management, Cost Reduction

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization

    4.2
    Rating, 4.2 out of 5 stars
    ·
    35 reviews

    Intermediate · Specialization · 3 - 6 Months

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In summary, here are 10 of our most popular mlops courses

  • Cloud FinOps: Board Infinity
  • Fundamentals of Cloud FinOps: Board Infinity
  • Open Source LLMOps Solutions: Duke University
  • Rust for Large Language Model Operations (LLMOps): Duke University
  • DataOps: Automation & Reliability: Coursera
  • AWS FinOps - Creating Cloud Business KPIs (Unit Economics): Amazon Web Services
  • Azure CloudOps: Automating Infrastructure & Cost Control: Coursera
  • DevOps and AI on AWS: AIOps: Amazon Web Services
  • Cloud FinOps: Board Infinity
  • RAG Systems and Production Operations: Coursera

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