Machine Learning & AI

TensorFlow.

Deep learning with TensorFlow and Keras — layers, training loops, custom models, and TFX deployment pipelines.

Beginner

Start here — no prior experience needed

3 lessons

A structured path through TensorFlow and Keras — from your first model to production deployment on mobile, server, and cloud.

Projects covering TensorFlow and Keras from basic neural networks to production serving — building real models that solve real problems.

Build, train, and evaluate neural networks with TensorFlow 2.x and the Keras high-level API.

For developers with core concepts down

2 lessons

Build convolutional networks in Keras — from scratch on image data — and fine-tune pre-trained ImageNet models for custom tasks.

Build sequence models in Keras — text generation, sentiment analysis, and time-series forecasting with LSTM and GRU layers.

Production-grade patterns for experienced engineers

2 lessons

Save, load, and serve TensorFlow models in production — TF Serving, TFLite for mobile, and REST API deployment.

Fine-tune BERT and other transformer models in TensorFlow/Keras using HuggingFace Transformers with the TF backend.