← TensorFlow & Keras learning pathTensorFlow & Keras · Module 10 of 10
Projects with TensorFlow
Apply TensorFlow to complete projects.
📖 Key ideas
- Project: crop disease classifier with transfer learning.
- Project: sentiment classifier for product reviews.
- Project: digit recogniser deployed with TensorFlow.js.
- Document data, model, metrics and limitations.
- Share on GitHub with a demo (Streamlit/Gradio/Hugging Face Spaces).
💡 Real-life example: A project is the full journey: from collecting seeds (data) to selling the harvest (demo).
Model cardDocument describing a model
Hugging Face SpacesFree demo hosting
BaselineSimple first model for comparison
Error analysisStudying wrong predictions