TensorFlow Courses

Building AI Models for Healthcare

2 ratings

Explores three myths about building healthcare AI: data quantity, model accuracy, and product quality are not enough for clinical impact.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Federated Learning - Machine Learning on Decentralized Data

1 rating

Explore how federated learning trains machine-learning models across decentralized devices while keeping sensitive data on-device, with an introduction to TensorFlow Federated.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Reinforcement Learning with TensorFlow Agents

Dive into reinforcement learning fundamentals and build intelligent agents using TensorFlow Agents, covering Deep Q Learning, policy gradients, and bandits for real applications.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

TensorFlow Lite 视频系列教程 - 从入门到实践应用

掌握TensorFlow Lite移动端机器学习开发，从模型制作到应用部署，包含图像识别、对象检测和模型优化技术。

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Applied ML with KerasCV and KerasNLP

Discover how to build computer vision and natural language processing applications using KerasCV and KerasNLP for image classification, object detection, and text generation.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

Deploying Production ML Models with TensorFlow Serving

Master TensorFlow Serving to deploy production ML models, customize frameworks, optimize performance, and implement A/B testing with monitoring capabilities.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Coding TensorFlow

Code TensorFlow across recommendation systems, natural language processing, computer vision, and machine learning deployment.

• YouTube
• 5 hours
• Self-Paced
• Free Video

Inside TensorFlow

Technical deep dives into TensorFlow internals, from its builders, covering runtimes, distributed training, optimization, debugging, and deployment.

• YouTube
• 17 hours
• Self-Paced
• Free Video

Building Recommendation Systems with TensorFlow

Build recommendation systems with TensorFlow using content-based and collaborative filtering, ranking models, contextual features, multitask learning, and efficient ScaNN retrieval.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Using Machine Learning and AI to Serve People and Communities

A machine learning researcher shares real-world stories of using AI to improve lives while confronting bias, ethics, and the human consequences of technological systems.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

TensorFlow Lite in Android with Google Play Services

Use Google Play services to run TensorFlow Lite models in Android without bundling the runtime, with options for GPU acceleration and fallback.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Generative Adversarial Networks and Stable Diffusion

Learn how GANs train and use Keras to create custom text-to-image images with Stable Diffusion.

• YouTube
• 44 minutes
• Self-Paced
• Free Video

Introduction to Machine Learning

A hands-on introduction to machine learning in Colab, guiding beginners through data preparation, model training, and evaluation in a first project.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

Transfer Learning in JavaScript with TensorFlow.js

Build a browser-based Teachable Machine clone that uses TensorFlow.js transfer learning and webcam data to recognize custom objects in real time.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Keras Preprocessing Layers

Learn how Keras preprocessing layers keep feature engineering inside the model, from raw text conversion through saved and multi-worker training.

• YouTube
• 37 minutes
• Self-Paced
• Free Video