Machine Learning Basics

Get started with visual machine learning in Dataiku.

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About this course

Curriculum90 min

  • Create the Model
  • Concept | Preparing a dataset for machine learning

    Concept: Preparing a Dataset for Machine Learning

  • Concept | Quick models

    Quick Models

  • Concept | Design tab overview

    Concept: Design Tab Overview

  • Tutorial | Get started
  • Tutorial | Create the model

    Hands On: Create the Model

  • Evaluate the Model
  • Concept | Result tab overview
  • Concept | Model summary overview
  • Tutorial | Evaluate the model
  • Tune the Model
  • Introduction to tuning the model
  • Concept | Feature handling
  • Concept | Feature generation & reduction
  • Concept | Algorithms & hyperparameters

    Concept: Algorithms & Hyperparameters

  • Tutorial | Tune the model
  • Explainable AI
  • Concept | Explainable AI
  • Concept | Partial dependencies
  • Concept | Subpopulation analysis
  • Concept | Individual explanations
  • Concept | What if? analysis
  • Tutorial | Explain your model
  • Wrap Up
  • Course Checkpoint: Machine Learning Basics
  • Tell us what you think
  • Course complete

About this course

Curriculum90 min

  • Create the Model
  • Concept | Preparing a dataset for machine learning

    Concept: Preparing a Dataset for Machine Learning

  • Concept | Quick models

    Quick Models

  • Concept | Design tab overview

    Concept: Design Tab Overview

  • Tutorial | Get started
  • Tutorial | Create the model

    Hands On: Create the Model

  • Evaluate the Model
  • Concept | Result tab overview
  • Concept | Model summary overview
  • Tutorial | Evaluate the model
  • Tune the Model
  • Introduction to tuning the model
  • Concept | Feature handling
  • Concept | Feature generation & reduction
  • Concept | Algorithms & hyperparameters

    Concept: Algorithms & Hyperparameters

  • Tutorial | Tune the model
  • Explainable AI
  • Concept | Explainable AI
  • Concept | Partial dependencies
  • Concept | Subpopulation analysis
  • Concept | Individual explanations
  • Concept | What if? analysis
  • Tutorial | Explain your model
  • Wrap Up
  • Course Checkpoint: Machine Learning Basics
  • Tell us what you think
  • Course complete