Hands-on, four-course Professional Certificate program, learning the necessary tools to build scalable AI-powered applications with TensorFlow. Build 16 Python programming assignments to:
- Build and train neural networks using TensorFlow
- Improve network’s performance using convolutions as you train it to identify real-world images
- Teach machines to understand, analyze, and respond to human speech with natural language processing systems
- Process text, represent sentences as vectors, and train a model to create original poetry!
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
Convolutional Neural Networks in TensorFlow
Week 1 Image Classification Week 2 Image Augmentation & Overfitting Week 3 Transfer Learning Week 4 Multiclass Classifications
Natural Language Processing in TensorFlow
Sequences, Time Series and Prediction