Google Machine Learning Crash Course

Machine Learning Crash Course
ML Practicum: Image Classification
Build convolutional neural networks (CNNs) to enhance computer vision

Artificial intelligence and machine learning
Image Segmentation

  • Artificial Intelligence Concepts
  • Search
  • Decision Theory
  • Reinforcement Learning
  • Artificial Neural Networks
  • Back-propagation
  • Feature Extraction
  • Deep Learning
  • Convolutional Neural Networks
  • Deep Reinforcement Learning
  • Distributed Learning
  • Python/Matlab deep learning library

Image Processing and Analysis
von Stan Birchfield

Medium – Towards Data Science

Understanding AUC – ROC Curve
Understanding and Implementing LeNet-5 CNN Architecture (Deep Learning)


Convolutional Neural Network
Fläche unter der Kurve, Area Under the Curve (AUC)
Receiver operating characteristic curve, ROC curve

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