The process

Understanding Machine Learning

Sara Billen

Curriculum Manager, DataCamp

Computer vision

Helps computers see and understand the content of digital images

Example of image recognition for a self-driving car

Understanding Machine Learning

Image data

Matrix of pixels intensities of image

Understanding Machine Learning

Image data

Understanding Machine Learning

Facial recognition with neural network 1

Understanding Machine Learning

Facial recognition with neural network 2

Understanding Machine Learning

Facial recognition with neural network 3

Understanding Machine Learning

Facial recognition with neural network 4

Understanding Machine Learning

Training the neural network

Training neural network for facial recognition

Understanding Machine Learning

Applications

  • Facial recognition
  • Self-driving vehicles
  • Automatic detection of tumors in CT scans
  • Deep fake
  • ...

Understanding Machine Learning

Let's practice!

Understanding Machine Learning

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