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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

    Introduction to AI and Machine Learning on GC - 한국어

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

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Reproduce and Evaluate AI Research Workflows

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex AI でノートブックを使用する

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Preprocessing, Development Environment

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, Marketing Analytics, MLOps (Machine Learning Operations), Logistic Regression, Descriptive Analytics, Strategic Decision-Making, Transfer Learning, Simulations, Dashboard, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    I

    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Strategy, Data Management, Data Modeling, Data Quality, Data Literacy, Data Integration, Metadata Management, Data Transformation, Data-Driven Decision-Making, Taxonomy, Business Priorities, Data Pipelines, Sprint Retrospectives, Process Improvement, Sprint Planning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Cloud FinOps

    Skills you'll gain: Cloud Management, Billing, Cloud Computing, Cloud Platforms, Cost Management, Multi-Cloud, Expense Management, Cross-Functional Collaboration, Financial Controls, Amazon Web Services, Budgeting, Account Management, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    Fundamentals of Cloud FinOps

    Skills you'll gain: Cloud Management, Cloud Computing, Cloud Services, Cost Management, Cloud Infrastructure, Budget Management, Cross-Functional Collaboration, Expense Management, Billing, Financial Analysis, Accountability, Resource Utilization

    3.3
    Rating, 3.3 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    ML Algorithms

    Skills you'll gain: Machine Learning Algorithms, Image Analysis, Reinforcement Learning, Classification Algorithms, Forecasting, Algorithms, AWS SageMaker, Machine Learning, Supervised Learning, Unsupervised Learning, Predictive Modeling, Regression Analysis, Natural Language Processing

    3.7
    Rating, 3.7 out of 5 stars
    ·
    9 reviews

    Beginner · 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, Natural Language Processing, Model Deployment, Open Source Technology, Prompt Engineering, Containerization, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · 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), Containerization, CI/CD, Data Pipelines, Ansible, Continuous Deployment, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, Configuration Management, Automation, Git (Version Control System), Python Programming, Database Management, SQL, Performance Tuning, Debugging, Root Cause Analysis

    Intermediate · Specialization · 3 - 6 Months

  • A

    Amazon Web Services

    DevOps and AI on AWS: AIOps

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

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • 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, Business Metrics, Amazon Web Services, Return On Investment, Organizational Effectiveness, Cloud Platforms, Operating Cost

    4.3
    Rating, 4.3 out of 5 stars
    ·
    30 reviews

    Mixed · Course · 1 - 4 Weeks

Searches related to mlops

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1…26272829

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

  • Introduction to AI and Machine Learning on GC - 한국어: Google Cloud
  • Reproduce and Evaluate AI Research Workflows: Coursera
  • Vertex AI でノートブックを使用する: Google Cloud
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • DataOps Methodology : IBM
  • Cloud FinOps: Board Infinity
  • Fundamentals of Cloud FinOps: Board Infinity
  • ML Algorithms: Whizlabs
  • Open Source LLMOps Solutions: Duke University
  • DataOps: Automation & Reliability: Coursera

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