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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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    Google Cloud

    生成式 AI:全面了解生成式 AI

    Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Responsible AI, AI Product Strategy, Cloud Computing Architecture, Cloud Infrastructure, Artificial Intelligence, LLM Application, MLOps (Machine Learning Operations), Data Centers, Innovation

    Beginner · Course · 1 - 3 Months

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    DeepLearning.AI

    PyTorch: Advanced Architectures and Deployment

    Skills you'll gain: PyTorch (Machine Learning Library), Generative AI, Deep Learning, MLOps (Machine Learning Operations), Application Deployment, Software Visualization, Artificial Neural Networks, Computer Vision, Dimensionality Reduction

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Predictive Modeling, Responsible AI, Google Cloud Platform, Machine Learning, Data Quality

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    AI Generatif: Memahami Lanskap

    Skills you'll gain: Google Gemini, Google Cloud Platform, Generative AI, Responsible AI, Cloud Infrastructure, Data Governance, Artificial Intelligence, Business Strategy, Technology Strategies, MLOps (Machine Learning Operations), Innovation

    Beginner · Course · 1 - 3 Months

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    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Statistical Methods

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Machine Learning with Azure

    Skills you'll gain: Feature Engineering, Microsoft Azure, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Data Processing, Data Cleansing, Supervised Learning, Data Transformation, MLOps (Machine Learning Operations), Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Data Quality, Resource Management

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps): Getting Started - Español

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Cloud Management, Application Lifecycle Management, DevOps, Applied Machine Learning, Continuous Deployment, Application Deployment, Automation, Data Processing, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Automating Decision Workflows with AI

    Skills you'll gain: Responsible AI, Agentic systems, Automation, Business Process Automation, Real Time Data, Generative AI, MLOps (Machine Learning Operations), Data Ethics, AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Introduction to LLMs and Hugging Face

    Skills you'll gain: LLM Application, LangChain, Large Language Modeling, OpenAI, Natural Language Processing, Generative AI Agents, ChatGPT, Responsible AI, Application Programming Interface (API), Generative AI, Restful API, Agentic systems, Open Source Technology, MLOps (Machine Learning Operations), Data Processing, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español

    Skills you'll gain: Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Business Metrics, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Verification And Validation, Responsible AI, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AI Product Management: The Complete Handbook

    Skills you'll gain: AI Product Strategy, Product Management, Commercialization, Technical Product Management, Product Lifecycle Management, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, User Interface and User Experience (UI/UX) Design, Product Design, Responsible AI, Data Infrastructure, Generative AI, Digital Transformation, Team Performance Management, Machine Learning, Data-Driven Decision-Making, Deep Learning

    Beginner · Course · 3 - 6 Months

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    Edureka

    Securing AI Systems

    Skills you'll gain: Responsible AI, Incident Response, Application Security, Security Engineering, Threat Modeling, Cybersecurity, MLOps (Machine Learning Operations), Security Controls, Information Systems Security, Artificial Intelligence and Machine Learning (AI/ML), Security Strategy, Continuous Monitoring, Identity and Access Management, Cloud Security, Vulnerability Assessments, Hardening, Threat Detection, Artificial Intelligence, Penetration Testing, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

Searches related to mlops

mlops | machine learning operations
mlops tools: mlflow and hugging face
mlops platforms: amazon sagemaker and azure ml
mlops with vertex ai: manage features - español
mlops with vertex ai: manage features - 日本語版
mlops with vertex ai: manage features - français
mlops with vertex ai: manage features - português brasileiro
mlops with vertex ai: manage features - 한국어
1…567…25

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

  • 生成式 AI:全面了解生成式 AI: Google Cloud
  • PyTorch: Advanced Architectures and Deployment: DeepLearning.AI
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
  • AI Generatif: Memahami Lanskap: Google Cloud
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • Foundations of Machine Learning with Azure: Packt
  • Machine Learning Operations (MLOps): Getting Started - Español: Google Cloud
  • Automating Decision Workflows with AI: Edureka
  • Introduction to LLMs and Hugging Face: Edureka
  • Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud

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