TensorFlow is one of the most in-demand and popular open-source deep learning frameworks available today. The DeepLearning.AI TensorFlow Developer Professional Certificate program teaches you applied machine learning skills with TensorFlow so you can build and train powerful models.
In this hands-on, four-course Professional Certificate program, you’ll learn the necessary tools to build scalable AI-powered applications with TensorFlow. After finishing this program, you’ll be able to apply your new TensorFlow skills to a wide range of problems and projects.
This program can help you prepare for the Google TensorFlow Certificate exam.
- Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning.
- Convolutional Neural Networks in TensorFlow.
- Natural Language Processing in TensorFlow.
- Sequences, Time Series and Prediction.
What will you learn
- Best practices for TensorFlow, a popular open-source machine learning framework to train a neural network for a computer vision applications.
- Build natural language processing systems using TensorFlow.
- Handle real-world image data and explore strategies to prevent overfitting, including augmentation and dropout.
- Apply RNNs, GRUs, and LSTMs as you train them using text repositories.