TensorFlow Courses

Building AI Models for Healthcare

2 ratings

Explore common myths in healthcare AI, discussing data needs, model accuracy, and clinical impact. Gain insights from experts on building effective AI solutions for medical applications.

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

Federated Learning - Machine Learning on Decentralized Data

1 rating

Explore federated learning for privacy-preserving machine learning on decentralized data. Learn about its implementation in Google products and simulation using TensorFlow Federated.

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

Natural Language Processing - Zero to Hero

1 rating

Explore NLP fundamentals with TensorFlow, from tokenization to sentiment analysis and AI-generated poetry, in this beginner-friendly series led by Laurence Moroney.

• YouTube
• 30 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 in Google Colaboratory

Discover how to use TensorFlow in Google Colaboratory's free cloud environment. Build neural networks, leverage GPUs/TPUs, and solve ML problems without any setup required.

• YouTube
• 34 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

Comprehensive series exploring TensorFlow's capabilities, from basics to advanced topics like NLP, computer vision, and recommendation systems. Hands-on coding tutorials for various ML applications.

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

Inside TensorFlow

Deep dive into TensorFlow's internal workings, covering advanced topics like parameter servers, quantization, debugging, and optimization, presented by the framework's developers.

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

TensorFlow Extended

Learn TensorFlow Extended (TFX) for production ML pipelines, covering workflows, metadata, distributed processing, model understanding, and continuous retraining for effective MLOps implementation.

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

Building Recommendation Systems with TensorFlow

Learn to create powerful recommendation systems using TensorFlow, covering content-based and collaborative filtering, ranking models, multitask learning, and efficient serving with ScaNN.

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

Using Machine Learning and AI to Serve People and Communities

Explore AI's potential and challenges in various sectors, from facial recognition to medical devices. Learn about bias, career success prediction, and building better technology for societal benefit.

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

TensorFlow Lite in Android with Google Play Services

Explore TensorFlow Lite integration in Android using Google Play services, enabling efficient ML model deployment, reduced app size, and improved performance without static library bundling.

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

Generative Adversarial Networks and Stable Diffusion

Explore Stable Diffusion for text-to-image generation using Keras. Learn to create custom images with Python, understand GANs, and dive into neural networks and convolutional computations.

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