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

TensorFlow Extended - Machine Learning Pipelines and Model Understanding

Explore TFX for building production-ready ML pipelines. Learn data processing, model analysis, and versioning techniques for large datasets, enhancing your machine learning workflow.

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

Swift for TensorFlow - Google I/O 2019

Explore Swift for TensorFlow, a platform integrating deep neural networks with traditional software development. Learn its benefits for advanced machine learning research and why fast.ai chose it for their deep learning course.

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

Getting Started with TensorFlow 2.0 - Google I/O'19

Explore TensorFlow 2.0's user-friendly APIs for creating neural networks. Learn when to use Keras Sequential, Functional, and Subclassing APIs through practical code examples.

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

Machine Learning on Your Device - The Options

Explore TensorFlow's options for integrating machine learning into mobile apps and edge devices, from model training to deployment using TensorFlow Lite.

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

Inside TensorFlow - TF Input Pipeline

Explore TensorFlow's tf.data input pipeline, covering data sources, transformations, performance optimizations, and advanced features for efficient data handling in machine learning workflows.

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

TensorFlow Extended - TFX Overview and Pre-Training Workflow

Explore TensorFlow Extended's pre-training workflow, focusing on data validation and transformation for robust machine learning pipelines. Learn key components and best practices for efficient ML development.

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

Swift for TensorFlow - The Next-Generation Machine Learning Framework

Explore language-integrated automatic differentiation and optimized tooling in Swift for TensorFlow, enhancing machine learning productivity and innovation.

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

Deep Learning for Fundamental Sciences Using High-Performance Computing

Exploring deep learning applications in fundamental sciences using high-performance computing to uncover universe secrets and improve discovery sensitivity.

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

Tensor2Tensor - TensorFlow at O’Reilly AI Conference, San Francisco '18

Explore state-of-the-art deep learning models and datasets with Tensor2Tensor, accelerating ML applications like translation, parsing, and image captioning.

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

TensorFlow for JavaScript - TensorFlow at O’Reilly AI Conference, San Francisco '18

Explore TensorFlow.js: Learn to train, deploy, and perform transfer learning in browsers and Node.js. Includes live demos and practical insights for machine learning workflows.

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

Distributed TensorFlow - TensorFlow at O'Reilly AI Conference, San Francisco '18

Learn distributed TensorFlow training using Keras APIs, Kubeflow, and Kubernetes. Explore TensorFlow's architecture, set up clusters, and distribute models for efficient multi-GPU and multi-node performance.

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

Distributed TensorFlow Training - Google I/O 2018

Learn to scale TensorFlow training across multiple GPUs and machines efficiently. Explore distribution strategies, performance optimization techniques, and practical implementation using Google Cloud.

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