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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Introduction to Machine Learning

Hands-on introduction to machine learning, covering models, projects, and tools. Learn to use CoLabs and leverage documentation for your first ML project.

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

Transfer Learning in JavaScript with TensorFlow.js

Learn to create a custom machine learning model using TensorFlow.js for object recognition in the browser. Explore transfer learning techniques to build and train models quickly for various applications.

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

Keras Preprocessing Layers

Learn to streamline model development with Keras Preprocessing Layers. Build end-to-end models, transform inputs, and improve performance using tf.data and multi-worker training.

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

Best Practices for ML Product Decisions - ML Tech Talks

Explore UX considerations for AI/ML products with Senior UX Designer Di Dang. Learn about user needs, mental models, explainability, and trust to enhance your machine learning product decisions.

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

Federated Learning - Basics and Application to the Mobile Keyboard

Explore federated learning basics and its application to mobile keyboards, covering practical implementation and real-world use cases in this informative tech talk.

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