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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

    Machine Learning in the Enterprise - Italiano

    Skills you'll gain: MLOps (Machine Learning Operations), Model Optimization, Google Cloud Platform, Model Training, Data Management, Data Governance, Metadata Management, Model Deployment, AI Workflows, Data Pipelines, Business Workflow Analysis, AI Orchestration, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Time Series Analysis with Spark

    Skills you'll gain: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Vertex AI에서 노트북 작업하기

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

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    透過 BigQuery 機器學習執行推論作業

    Skills you'll gain: Predictive Analytics, Big Data, Predictive Modeling, Advanced Analytics, Analytics, Applied Machine Learning, Google Cloud Platform, Model Training, MLOps (Machine Learning Operations), Data Analysis, Machine Learning Methods, SQL

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Trabalhar com Notebooks na Vertex AI

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

    Beginner · 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, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Integrate Embeddings and Chroma

    Skills you'll gain: Vector Databases, AI Integrations, LangChain, Data Integration, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    G

    Google Cloud

    BigQuery ML を推論に使用する

    Skills you'll gain: Big Data, Analytics, Data Analysis, Model Training, Applied Machine Learning, Model Deployment, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Debug ML Code: Fix, Trace & Evaluate

    Skills you'll gain: Regression Testing, Debugging, Unit Testing, Test Case, Code Review, Root Cause Analysis, Software Documentation

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial

    Multiple educators

    Managing AI Projects That Ship and Scale

    Beginner · Specialization

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Systems Thinking, Risk Analysis, Unsupervised Learning, Reinforcement Learning, Data Storytelling, Deep Learning, Computer Vision, Natural Language Processing, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Predictive Modeling, Marketing Analytics, Logistic Regression, Financial Data, Environmental Management Systems, Business Analysis, Descriptive Analytics, Simulations, Pandas (Python Package)

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Preview
    Preview
    I

    IBM

    DataOps Methodology

    Skills you'll gain: Data Governance, Data Management, Data Modeling, Data Quality, Data Integration, Metadata Management, Data Transformation, Data Pipelines, Agile Methodology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    59 reviews

    Beginner · Course · 1 - 3 Months

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

  • Machine Learning in the Enterprise - Italiano: Google Cloud
  • Time Series Analysis with Spark: Packt
  • Vertex AI에서 노트북 작업하기: Google Cloud
  • 透過 BigQuery 機器學習執行推論作業: Google Cloud
  • Trabalhar com Notebooks na Vertex AI: Google Cloud
  • Vertex AI でノートブックを使用する: Google Cloud
  • Integrate Embeddings and Chroma: Coursera
  • BigQuery ML を推論に使用する: Google Cloud
  • Debug ML Code: Fix, Trace & Evaluate: Coursera
  • Managing AI Projects That Ship and Scale: 

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