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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.


More to explore:

Popular MLOps Courses and Certifications


  • G

    Google Cloud

    프로덕션 머신러닝 시스템

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Google Cloud Platform, Systems Design, Applied Machine Learning, Data Validation, Model Evaluation, Technical Design, Performance Tuning, Distributed Computing, Cloud Deployment, Scalability, Data Pipelines, Debugging

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Smart Analytics, Machine Learning and AI on GC - 한국어

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

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    AppDynamics Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Model Evaluation, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Root Cause Analysis, Performance Metric, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex AI에서 노트북 작업하기

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

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Production Machine Learning Systems - Português Brasileiro

    Skills you'll gain: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Performance Tuning, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Scalability, Hybrid Cloud Computing, Debugging

    Advanced · Course · 1 - 3 Months

  • G

    Google Cloud

    Feature Engineering - Italiano

    Skills you'll gain: Feature Engineering, Data Preprocessing, Tensorflow, MLOps (Machine Learning Operations), Data Pipelines, Data Store, Data Transformation, Keras (Neural Network Library), Data Modeling, Machine Learning, Statistical Methods

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Trabaja con Notebooks en Vertex AI

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

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    生成 AI: 現在の状況を知る

    Skills you'll gain: Responsible AI, Gemini, Generative AI, Google Cloud Platform, AI Security, Cloud Infrastructure, AI Enablement, Cloud Platforms, No-Code Development, Artificial Intelligence, Data Centers, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

  • 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

  • G

    Google Cloud

    Utiliser des notebooks dans Vertex AI

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    AI Generatif: Memahami Lanskap

    Skills you'll gain: Google Gemini, Generative AI, AI Enablement, AI Product Strategy, AI Security, Google Cloud Platform, Responsible AI, Artificial Intelligence, Decision Making, Cloud Infrastructure, Cloud Platforms, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Unsupervised Learning, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, Data Visualization, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Project Management Life Cycle, Stakeholder Engagement, Logistic Regression, Marketing Analytics, Cash Flows, Strategic Decision-Making, Descriptive Analytics, Pandas (Python Package), Simulations

    Earn a degree

    Degree · 1 - 4 Years

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

  • 프로덕션 머신러닝 시스템: Google Cloud
  • Smart Analytics, Machine Learning and AI on GC - 한국어: Google Cloud
  • AppDynamics Monitoring: Coursera
  • Vertex AI에서 노트북 작업하기: Google Cloud
  • Production Machine Learning Systems - Português Brasileiro : Google Cloud
  • Feature Engineering - Italiano: Google Cloud
  • Trabaja con Notebooks en Vertex AI: Google Cloud
  • 生成 AI: 現在の状況を知る: Google Cloud
  • Vertex AI でノートブックを使用する: Google Cloud
  • Utiliser des notebooks dans Vertex AI: Google Cloud

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