3221 - Deep Learning Essentials

3221 - Deep Learning Essentials

Issued by GAIn® - The Global AI network

Deep learning is the fastest-growing method in AI, with methodological innovations constantly being developed. In this two-day course, we will deep dive into neural networks and teach you how to build your own using Keras. The second half of the training will equip you with the knowledge to increase model performance and confidently interpret and explain network behavior.

Skills

Earning Criteria

  • Theory behind deep learning - Understand an explain how a neural network works.
  • Use cases of deep learning – Know when to apply which neural networks in use cases.
  • Build a simple neural network – Skilled at building a neural network using Keras.
  • Tuning a neural network – Increase model performance through accuracy and model performance.
  • Interpretability of neural networks – Confident at interpreting and explaining the neural networks behavior.
  • Exam