Image Classification and Object Detection without Code

Course 6 of 11 in ML Practitioner

Learn how to use the Dataiku deep learning capabilities for image classification and object detection

rate limit

Code not recognized.

About this course

Curriculum90 min

  • Image Classification
  • Concept | Pre-trained image classification models
  • Concept | Optimization of image classification models
  • Get started
  • Fine-tune a pre-trained image classification model
  • Interpret model metrics and explainability
  • Classify new images with the model
  • Object Detection
  • Concept | Object detection
  • Get started
  • Explore and prepare the data
  • Fine-tune a pre-trained object detection model
  • Interpret model metrics and explainability
  • Test the object detection model
  • Wrap-Up
  • Course checkpoint | Image Classification & Object Detection without Code
  • Tell us what you think
  • Course complete | Image Classification & Object Detection without Code

About this course

Curriculum90 min

  • Image Classification
  • Concept | Pre-trained image classification models
  • Concept | Optimization of image classification models
  • Get started
  • Fine-tune a pre-trained image classification model
  • Interpret model metrics and explainability
  • Classify new images with the model
  • Object Detection
  • Concept | Object detection
  • Get started
  • Explore and prepare the data
  • Fine-tune a pre-trained object detection model
  • Interpret model metrics and explainability
  • Test the object detection model
  • Wrap-Up
  • Course checkpoint | Image Classification & Object Detection without Code
  • Tell us what you think
  • Course complete | Image Classification & Object Detection without Code