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  • Mlops

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


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    Coursera

    Azure CloudOps: Automating Infrastructure & Cost Control

    Skills you'll gain: Cloud Management, Azure DevOps, Infrastructure as Code (IaC), CI/CD, Microsoft Azure, DevOps, Virtual Machines, Automation, User Provisioning, Role-Based Access Control (RBAC), YAML, Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Board Infinity

    Cloud FinOps Strategies

    Skills you'll gain: Billing Systems, Billing, Cloud Management, Cost Management, Cost Control, Budget Management, Operating Cost, Financial Management, Budgeting, Virtual Machines, Cloud Computing, Cost Accounting, Cloud Computing Architecture, Expense Management, Cost Reduction, Virtualization and Virtual Machines, Certified Public Accountant, Case Studies, Financial Analysis, Resource Utilization

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Data Science Beyond the Basics (ML+DS)

    Skills you'll gain: Generative AI, Supervised Learning, Generative Model Architectures, AWS SageMaker, Unsupervised Learning, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Feature Engineering, Exploratory Data Analysis, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, Data Processing, AWS CloudFormation, AI Personalization, Network Architecture

    4.4
    Rating, 4.4 out of 5 stars
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    16 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Machine Learning Pipelines with Azure ML Studio

    Skills you'll gain: Applied Machine Learning, Classification And Regression Tree (CART), Predictive Modeling, Microsoft Azure, No-Code Development, Machine Learning, Feature Engineering, Data Pipelines, Data Science, Data Analysis, Data Processing, Application Deployment

    4.5
    Rating, 4.5 out of 5 stars
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    817 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
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    Board Infinity

    Mastering Cloud FinOps

    Skills you'll gain: Cloud Management, Dashboard, Resource Utilization, Financial Management, Cost Management, Anomaly Detection, Serverless Computing, Cloud Computing Architecture, Forecasting, Containerization, Organizational Change, Persona Development, Stakeholder Engagement, Presentations, Generative AI

    4
    Rating, 4 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Google Cloud DevOps Fundamentals

    Skills you'll gain: DevOps, CI/CD, Containerization, Continuous Integration, Cloud Security, Kubernetes, Software Development, Google Cloud Platform, Continuous Delivery, Cloud Services, System Monitoring, Network Infrastructure, Computer Networking, Identity and Access Management

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Edureka

    Machine Learning and NLP Basics

    Skills you'll gain: Tensorflow, Predictive Modeling, Machine Learning, Text Mining, Deep Learning, Natural Language Processing, Supervised Learning, Artificial Intelligence, Data Science, Data Processing, Computer Vision, Reinforcement Learning

    3.3
    Rating, 3.3 out of 5 stars
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    31 reviews

    Beginner · Course · 1 - 4 Weeks

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    Scrimba

    Intro to Model Context Protocol (MCP)

    Skills you'll gain: Tool Calling, Real Time Data, Debugging, Artificial Intelligence and Machine Learning (AI/ML), API Gateway, Servers, Agentic systems, Artificial Intelligence, Middleware, LLM Application, Server Side, Generative AI, Network Protocols, Software Architecture

    2.7
    Rating, 2.7 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Board Infinity

    Machine Learning with Implementation in Java

    Skills you'll gain: Java, Java Programming, Apache Spark, Applied Machine Learning, Deep Learning, Data Processing, Application Deployment, Natural Language Processing, Data Cleansing, Machine Learning Algorithms, Machine Learning, Feature Engineering, Data Transformation, Scalability, Artificial Neural Networks, Regression Analysis, Interoperability

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Pearson

    Kubernetes From Basics to Guru: Unit 2

    Skills you'll gain: DevOps, CI/CD, Continuous Integration, Continuous Deployment, Git (Version Control System), Version Control, Software Development, Cloud-Native Computing, Software Development Methodologies, Application Deployment, Infrastructure as Code (IaC)

    Intermediate · Course · 1 - 4 Weeks

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    University of Pennsylvania

    로봇공학: 캡스톤 디자인

    Skills you'll gain: Control Systems, Robotic Process Automation, Automation, Artificial Intelligence, Programmable Logic Controllers, Matlab, Simulation and Simulation Software, Embedded Software, Engineering, Computer Vision, Mathematical Modeling, Mechanics, Algorithms, Estimation, Differential Equations, Linear Algebra

    Mixed · Course · 1 - 3 Months

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    K

    Karlsruhe Institute of Technology

    Machine Translation

    Skills you'll gain: Natural Language Processing, Artificial Neural Networks, Deep Learning, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Language Interpretation, Translation, and Studies, Multilingualism, Machine Learning Algorithms, Vocabulary, Performance Tuning

    4.5
    Rating, 4.5 out of 5 stars
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    180 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Azure CloudOps: Automating Infrastructure & Cost Control: Coursera
  • Cloud FinOps Strategies: Board Infinity
  • Data Science Beyond the Basics (ML+DS): Coursera
  • Machine Learning Pipelines with Azure ML Studio: Coursera
  • Mastering Cloud FinOps: Board Infinity
  • Google Cloud DevOps Fundamentals: Whizlabs
  • Machine Learning and NLP Basics: Edureka
  • Intro to Model Context Protocol (MCP): Scrimba
  • Machine Learning with Implementation in Java: Board Infinity
  • Kubernetes From Basics to Guru: Unit 2: Pearson

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