Intro to TensorFlow for Deep Learning

Intro to TensorFlow for Deep Learning

Практический курс по TensorFlow и Keras: сборка, обучение, оптимизация сетей, transfer learning, TFLite.

Updated: Sep 25, 2023

Overview

Практический курс по TensorFlow и Keras: сборка, обучение, оптимизация сетей, transfer learning, TFLite.

Syllabus

  • Welcome to the Course
  • Introduction to Machine Learning
  • Your First Model - Fashion MNIST
  • Introduction to CNNs
  • Going Further With CNNs
  • Transfer Learning
  • Saving and Loading Models
  • Time Series Forecasting
  • NLP: Tokenization and Embeddings
  • NLP: Recurrent Neural Networks
  • Introduction to TensorFlow Lite

Instructors

  • • Magnus Hyttsten
  • • Juan Delgado
  • • Paige Bailey

Prerequisites

  • 0 prerequisites
  • Written and spoken English