documentation.yaml

---
- title: Cloudera Machine Learning Overview
  description: Machine learning has become one of the most critical capabilities for
    modern businesses to grow and stay competitive today. From automating internal
    processes to optimizing the design, creation, and marketing processes behind virtually
    every product consumed, ML models have permeated almost every aspect of our work
    and personal lives.
  category: Documentation
  tags:
  - cml
  - ml
  link: https://docs.cloudera.com/r/cml-product-overview
  imgpath:
  date: '2021-11-01T00:00:00Z'
- title: Creating a Project with ML Runtimes Variants
  description: Projects create an independent working environment to hold your code,
    configuration, and libraries for your analysis. This topic describes how to create
    a project with ML Runtimes variants in Cloudera Machine Learning.
  category: Documentation
  tags:
  - cml
  - ml
  link: https://docs.cloudera.com/r/cml-create-project
  imgpath:
  date: '2021-11-01T00:00:00Z'
- title: Applied ML Prototypes (AMPs)
  description: Applied ML Prototypes (AMPs) provide reference example machine learning
    projects in Cloudera Machine Learning. More than simplified quickstarts or tutorials,
    AMPs are fully-developed expert solutions created by Cloudera’s research arm,
    Fast Forward Labs.
  category: Documentation
  tags:
  - cml
  - ml
  link: https://docs.cloudera.com/r/cml-amps
  imgpath:
  date: '2021-11-01T00:00:00Z'
- title: Creating and Deploying a Model
  description: Using Cloudera Machine Learning, you can create any function within
    a script and deploy it to a REST API as a model. In a machine learning project,
    this will typically be a predict function that will accept an input and return
    a prediction based on the model's parameters.
  category: Documentation
  tags:
  - cml
  - ml
  link: https://docs.cloudera.com/r/cml-create-model
  imgpath:
  date: '2021-11-01T00:00:00Z'
- title: Analytical Applications
  description: This feature gives data scientists a way to create ML web applications/dashboards
    and easily share them with other business stakeholders. Applications can range
    from single visualizations embedded in reports, to rich dashboard solutions such
    as Tableau. They can be interactive or non-interactive.
  category: Documentation
  tags:
  - cml
  - ml
  link: https://docs.cloudera.com/r/cml-create-application
  imgpath:
  date: '2021-11-01T00:00:00Z'