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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


  • G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam 日本語版

    Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Analytics, Database Development, Data Infrastructure, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Interactive Data Visualization, Data Storage Technologies, Disaster Recovery

    4.7
    Rating, 4.7 out of 5 stars
    ·
    14 reviews

    Advanced · Course · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security: DevSecOps

    Skills you'll gain: DevSecOps, Secure Coding, Application Security, IT Security Architecture, DevOps, Security Engineering, Security Controls, CI/CD, Cybersecurity, Cyber Security Strategy, Cloud Security, Infrastructure as Code (IaC), Cloud Platforms, Vulnerability Management, Development Environment, Cloud Computing, Cloud Infrastructure, Cloud Computing Architecture, User Story, Backlogs

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    AI Agent Orchestration and Scaling

    Skills you'll gain: AI Orchestration, Model Deployment, AI Workflows, Agentic Workflows, Generative AI Agents, AI Integrations, Agentic systems, Artificial Intelligence, Prompt Engineering, Generative AI, Product Support, Memory Management

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Model Optimization, Feature Engineering, Model Deployment, Tensorflow, Model Training, Google Cloud Platform, Data Quality, Data Preprocessing, Model Evaluation, Exploratory Data Analysis, Keras (Neural Network Library), Cloud Deployment, Data Strategy, Machine Learning, Embeddings, Applied Machine Learning, AI Product Strategy, Responsible AI, Dataflow, MLOps (Machine Learning Operations)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    92 reviews

    Intermediate · Specialization · 3 - 6 Months

  • K

    Khalifa University

    AI for Executives: The Basics

    Skills you'll gain: Data Strategy, Data Management, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Model Training, AI Enablement, Decision Intelligence, Data-Driven Decision-Making, Data Literacy, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Data Integration, MLOps (Machine Learning Operations), Predictive Modeling, AI Product Strategy, Predictive Analytics, Applied Machine Learning

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to AI and Machine Learning on GC - Español

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Generative AI, Generative AI Agents, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Model Deployment, Prompt Engineering Tools, Model Training, Artificial Intelligence, Agentic Workflows, Prompt Engineering, Predictive Modeling, Machine Learning, Model Evaluation

    4.1
    Rating, 4.1 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Document and Evaluate AI Ethics

    Skills you'll gain: Data Ethics, Responsible AI, Compliance Auditing, Ethical Standards And Conduct, Compliance Management, Auditing, Technical Documentation, Case Studies, Project Documentation, Model Deployment, Auditors Report, Model Evaluation, Accountability Frameworks, MLOps (Machine Learning Operations), Accountability, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Optimizing and Deploying Computer Vision Models

    Skills you'll gain: Model Evaluation, Model Training, Image Analysis, Model Optimization, Computer Vision, Model Deployment, Image Quality, MLOps (Machine Learning Operations), Data Analysis, Deep Learning, Exploratory Data Analysis, Failure Analysis, Data Preprocessing, Workflow Management, AI Workflows, Data Transformation, Experimentation, Performance Analysis, Data Manipulation, Performance Metric

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Preparing for the Google Cloud Professional Data Engineer Exam en Español

    Skills you'll gain: Process Driven Development, Data Processing, Systems Design, Statistical Reporting, Data Pipelines, Interactive Data Visualization, Data Infrastructure, Data Quality, Data Presentation, MLOps (Machine Learning Operations), Google Cloud Platform, Applied Machine Learning, Data Modeling, Model Deployment, Data Integrity, Data Management, Model Training, Big Data, Cloud Security

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Optimizing and Governing AI Systems

    Skills you'll gain: Model Optimization, Responsible AI, Risking, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, System Monitoring, Model Evaluation, Compliance Management, Technology Roadmaps, Governance, Operational Analysis, Prompt Engineering, Machine Learning, Risk Management, Generative AI, Data-Driven Decision-Making, Performance Analysis, Statistical Analysis, Cross-Functional Collaboration

    Intermediate · Course · 3 - 6 Months

  • W

    Whizlabs

    AWS: Model Training , Optimization & Deployment

    Skills you'll gain: Model Optimization, Model Training, Model Deployment, Cloud Deployment, Amazon Elastic Compute Cloud, Model Evaluation, Classification Algorithms, Continuous Deployment, Continuous Integration, Predictive Modeling, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pragmatic AI Labs

    Generative AI and LLMs on Databricks

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance

    Intermediate · Course · 1 - 4 Weeks

1…212223…36

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

  • Preparing for the Google Cloud Professional Data Engineer Exam 日本語版: Google Cloud
  • Cyber Security: DevSecOps: Macquarie University
  • AI Agent Orchestration and Scaling: Edureka
  • Machine Learning with TensorFlow on Google Cloud em Português Brasileiro: Google Cloud
  • AI for Executives: The Basics: Khalifa University
  • Introduction to AI and Machine Learning on GC - Español: Google Cloud
  • Document and Evaluate AI Ethics: Coursera
  • Optimizing and Deploying Computer Vision Models: Coursera
  • Preparing for the Google Cloud Professional Data Engineer Exam en Español: Google Cloud
  • Optimizing and Governing AI Systems: Coursera

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