Google Earth Engine Machine Learning

  • length:
    2 Days
  • Cost:
    $1595 +GST
  • Time:
    9:00 AM- 5:00 PM
  • Presenter:
    Dr Ammar Mahmood
  • Or contact NGIS to request a corporate course.

  • phone:
  • Time:
    wait for detail
  • email:

DESCRIPTION

The Earth Engine Machine Learning course will focus on the advanced Machine Learning capabilities. Best practices for Machine Learning for Earth Observations will be presented along with the ML features of Earth Engine and the broader Google Cloud Platform. 

PREREQUISITES

Earth Engine Fundamentals or equivalent skills

 

TOPICS

  • ML in Earth Engine Overview
  • ML best practices
  • Training Data
  • Validating Data
  • Supervised Classification
  • Unsupervised Classification
  • Tensorflow API
  • Exporting Tensorflow records
  • Neural Segmentation
  • Designing Deep Neural Network Models
  • Designing Full Convolution Neural Network Models
  • Image classification through ML

Connect with us

Perth office
1a/53 Burswood Road,
Burswood WA 6100,
Australia
Sydney office
Level 24, Three International Towers,
300 Barangaroo Ave,
Sydney NSW 2000,
Australia