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Machine Learning Academy: Coding Deep Neural Networks

$4,549.00 available on subscription

Age: 13 – 18

Skill Level: Beginner–Advanced

Format: Small-Group, On-Campus

Duration: Two-week program

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Description

About This Course

If you had to choose between a computer or a doctor to detect and analyze early signs of cancer, which would you choose?

Why not both? Machine learning methods, while formalized in the 1950s, have only recently become powerful enough to make a huge impact. These deep learning methods have performed better at early cancer detection than professional radiologists! From image detection and Snapchat filters to Natural Language Processing and Siri, machine learning is ready to push our technology into the future.

Start with Python, TensorFlow, and a lot of data to build neural networks and reward your computer for succeeding at its goals! Tweak your reward schemes and process your data so you can see your computer improve its learning. Put your skills to the test with datasets used by professionals, like MNIST and CIFAR-10, or even learn how to collect your own!


Topics Covered

  • Use TensorFlow to create a neural network
  • Explore machine learning with Python
  • Train models to learn without being directly coded
  • Optimize learning rates
  • Develop coding and computational thinking skills

Portfolio-Boosting Diploma & Transcript

At the conclusion of your child’s course, they will receive an official diploma and course transcript outlining the skills they learned over the course of the week.

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