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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

    Introduction to AI and Machine Learning on GC - Español

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Cloud Infrastructure, Cloud Solutions, Cloud Platforms, Big Data, Machine Learning, Natural Language Processing

    4.3
    Rating, 4.3 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    SkillUp

    Building and Deploying GenAI Agents for Process Automation

    Skills you'll gain: Generative AI Agents, Automation, No-Code Development, Prompt Engineering, MLOps (Machine Learning Operations), Process Optimization, System Monitoring, Performance Analysis, Performance Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    CertNexus

    Finalize a Data Science Project

    Skills you'll gain: Applied Machine Learning, Machine Learning, Data Storytelling, Stakeholder Engagement, Data Presentation, Stakeholder Communications, MLOps (Machine Learning Operations), Web Applications, Project Closure, Solution Delivery, Data Visualization, Data Science, Data Pipelines, Communication, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Data Analysis with the FraudFinder Workshop

    Skills you'll gain: Fraud detection, Feature Engineering, Exploratory Data Analysis, Real Time Data, Applied Machine Learning, MLOps (Machine Learning Operations), Application Deployment, Jupyter, Data Analysis, System Monitoring, Data Warehousing, Machine Learning

    Beginner · Project · Less Than 2 Hours

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    Whizlabs

    Exam Prep DP-100: Microsoft Azure Data Scientist Associate

    Skills you'll gain: Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Prompt Engineering, Data Management, Data Science, Artificial Intelligence and Machine Learning (AI/ML), Statistics, Cloud Computing, Application Deployment, Azure Synapse Analytics, Data Pipelines, Large Language Modeling, Continuous Monitoring, Generative AI, Data Processing, Machine Learning, Applied Machine Learning, Scalability

    Intermediate · Specialization · 1 - 3 Months

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    LearnKartS

    AWS AI Practitioner

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AWS SageMaker, AWS Identity and Access Management (IAM), Identity and Access Management, Generative AI, Computer Vision, LLM Application, Amazon Web Services, Applied Machine Learning, Natural Language Processing, Machine Learning, Reinforcement Learning, Data Ethics, Artificial Intelligence, Cloud Security, MLOps (Machine Learning Operations), Amazon S3, Deep Learning, Data Wrangling

    4.3
    Rating, 4.3 out of 5 stars
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    9 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    CertNexus

    Follow a Machine Learning Workflow

    Skills you'll gain: Data Analysis, Data Collection, Workflow Management, MLOps (Machine Learning Operations), Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Cleansing, Applied Machine Learning, Predictive Modeling, Machine Learning, Data Modeling, Machine Learning Algorithms, Process Management

    4.8
    Rating, 4.8 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 3 Months

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    Whizlabs

    Exam Prep AIF-C01: AWS Certified AI Practitioner

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI, MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Artificial Intelligence, AWS Identity and Access Management (IAM), Machine Learning, Cloud Security, Natural Language Processing, Scalability

    4.4
    Rating, 4.4 out of 5 stars
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    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Whizlabs

    NVIDIA: Large Language Models and Generative AI Deployment

    Skills you'll gain: Large Language Modeling, Generative AI, PyTorch (Machine Learning Library), Natural Language Processing, Prompt Engineering, Deep Learning, MLOps (Machine Learning Operations), Application Deployment, Tensorflow, Machine Learning Methods, Continuous Monitoring, Data Cleansing, Machine Learning

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    AWS Certified AI Practitioner (AIF-C01)

    Skills you'll gain: Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, AWS SageMaker, Artificial Intelligence, Data Ethics, Application Deployment, Large Language Modeling, Amazon Web Services, Machine Learning, MLOps (Machine Learning Operations), Business Solutions, Technology Strategies, Infrastructure Security, Governance, Data Security, Business Metrics

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Smart Analytics, Machine Learning, and AI on GCP 日本語版

    Skills you'll gain: Google Cloud Platform, Unstructured Data, MLOps (Machine Learning Operations), Tensorflow, Data Pipelines, Machine Learning, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Google Cloud

    Machine Learning with TensorFlow on Google Cloud em Português Brasileiro

    Skills you'll gain: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Google Cloud Platform, Keras (Neural Network Library), Data Quality, Data Cleansing, Machine Learning Methods, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Dataflow, Application Deployment, Data Analysis, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
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    92 reviews

    Intermediate · Specialization · 3 - 6 Months

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1…121314…24

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

  • Introduction to AI and Machine Learning on GC - Español: Google Cloud
  • Building and Deploying GenAI Agents for Process Automation: SkillUp
  • Finalize a Data Science Project: CertNexus
  • Data Analysis with the FraudFinder Workshop: Google Cloud
  • Exam Prep DP-100: Microsoft Azure Data Scientist Associate: Whizlabs
  • AWS AI Practitioner: LearnKartS
  • Follow a Machine Learning Workflow: CertNexus
  • Exam Prep AIF-C01: AWS Certified AI Practitioner: Whizlabs
  • NVIDIA: Large Language Models and Generative AI Deployment: Whizlabs
  • AWS Certified AI Practitioner (AIF-C01): Pearson

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