TensorFlow Courses

Building AI Models for Healthcare

2 reviews

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
• On-Demand
• Free Video

Federated Learning - Machine Learning on Decentralized Data

1 review

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
• On-Demand
• Free Video

Natural Language Processing - Zero to Hero

1 review

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
• On-Demand
• Free Video

Inside TensorFlow - MLIR for TF Developers

Explore MLIR, a multi-level intermediate representation compiler infrastructure, and its applications in TensorFlow development for improved reusability and abstraction.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Inside TensorFlow - AutoGraph

Deep dive into AutoGraph implementation, usage, and pitfalls in TensorFlow. Explore function lifecycle, caching, overloading, Python scopes, debugging, control flow, and more advanced features.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Unlocking the Power of ML for Your JavaScript Applications with TensorFlow.js

Explore TensorFlow.js for ML in JavaScript: learn to integrate, retrain models, and leverage ML beyond browsers. Includes demos of virtual makeup try-on and radiology diagnostics.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Neural Structured Learning in TensorFlow

Explore TensorFlow's Neural Structured Learning framework for training robust neural networks with structured signals, applicable to vision, language understanding, and general prediction tasks.

• YouTube
• 43 minutes
• On-Demand
• Free Video

TensorFlow Model Optimization - Quantization and Pruning

Explore TensorFlow model optimization techniques like quantization and pruning to enhance performance, reduce resource usage, and improve efficiency in machine learning applications.

• YouTube
• 41 minutes
• On-Demand
• Free Video

TFX- Production ML Pipelines with TensorFlow

Explore TensorFlow Extended (TFX) for production ML pipelines, covering components, metadata storage, orchestration, and custom implementations for scalable and maintainable machine learning solutions.

• YouTube
• 42 minutes
• On-Demand
• Free Video

TensorFlow Lite - Solution for Running ML On-Device

Explore TensorFlow Lite for efficient on-device ML inference, featuring low latency, high performance, and small binary size. Learn about mobile BERT, support libraries, and microcontroller applications.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Great TensorFlow Research Cloud Projects From Around the World

Explore exciting machine learning projects powered by TensorFlow Research Cloud's free Cloud TPUs. Learn how to access TFRC resources for your own research endeavors.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Swift for TensorFlow - TF World '19

Explore Swift for TensorFlow, a cutting-edge ML platform integrating deep neural networks with AI algorithms and software development, enhancing research efficiency and speed.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Inside TensorFlow - TensorFlow Lite

Explore TensorFlow Lite for deploying ML models on mobile and IoT devices. Learn about its architecture, conversion process, and optimization techniques for efficient on-device inference.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Inside TensorFlow - tf.Keras

Dive deeper into tf.Keras with creator Francois Chollet, exploring advanced topics like masking, dynamic layers, callbacks, and building successful models for enhanced deep learning capabilities.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Inside TensorFlow - tf.Keras - Part 1

Explore tf.Keras architecture, layers, and models with creator Francois Chollet. Learn about Functional API, eager execution, and automatic masking in this technical deep dive.

• YouTube
• 54 minutes
• On-Demand
• Free Video