TensorFlow on Databricks

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2. Follow the Guide

Blog

Databricks Runtime 5.3 ML Now Generally Available

Databricks Runtime 5.2 ML Features Multi-GPU Workflow, Pregel API, and Performant GraphFrames

Accelerating Machine Learning on Databricks: On-Demand Webinar and FAQ Now Available!

Introducing Databricks Runtime 5.1 for Machine Learning

Introducing HorovodRunner for Distributed Deep Learning Training

Introducing Databricks Runtime 5.0 for Machine Learning

Applying your Convolutional Neural Network: On-Demand Webinar and FAQ Now Available!

Training your Neural Network: On-Demand Webinar and FAQ Now Available!

Introduction to Neural Networks: On-Demand Webinar and FAQ Now Available!

Announcing Databricks Runtime for Machine Learning

Scalable End-to-End Deep Learning using TensorFlow™ and Databricks: On-Demand Webinar and FAQ Now Available!

Deep Learning with Apache Spark and TensorFlow

A Vision for Making Deep Learning Simple

Example Notebook

Simple steps to distributed deep learning with HorovodRunner

Simple steps to distributed deep learning with HorovodRunner

Use Keras with TensorFlow on a single node on Databricks

Use Keras with TensorFlow on a single node on Databricks

MNIST demo using Keras CNN (Part 1)

MNIST demo using Keras CNN (Part 1)

MNIST demo using Keras CNN (Part 2)

MNIST demo using Keras CNN (Part 2)

MNIST demo using Keras CNN (Part 3)

MNIST demo using Keras CNN (Part 3)

MNIST Experiments with Keras, HorovodRunner, and MLflow

MNIST Experiments with Keras, HorovodRunner, and MLflow

MNIST with Keras, HorovodRunner, and MLflow

MNIST with Keras, HorovodRunner, and MLflow

Tutorial

Identify Suspicious Behavior in Video

Identify Suspicious Behavior in Video

Video

Simplify Distributed TensorFlow Training for Fast Image Categorization at Starbucks

Simplify Distributed TensorFlow Training for Fast Image Categorization at Starbucks

Unsupervised Object Detection Using the Azure Cognitive Services on Spark

Unsupervised Object Detection Using the Azure Cognitive Services on Spark

Distributed Deep Learning with Apache Spark and TensorFlow

Distributed Deep Learning with Apache Spark and TensorFlow

Using Deep Learning in Production Pipelines to Predict Consumers’ Interest

Using Deep Learning in Production Pipelines to Predict Consumers’ Interest

AI and Machine Learning for the Connected Home

AI and Machine Learning for the Connected Home

Geospatial Analytics at Scale with Deep Learning and Apache Spark

Geospatial Analytics at Scale with Deep Learning and Apache Spark

Project Hydrogen: Unifying State-of-the-Art AI and Big Data in Apache Spark

Project Hydrogen: Unifying State-of-the-Art AI and Big Data in Apache Spark

Unifying State-of-the-Art AI and Big Data in Apache Spark

Unifying State-of-the-Art AI and Big Data in Apache Spark

Databricks Runtime for ML: Simplify Distributed Deep Learning with HorovodRunner

Databricks Runtime for ML: Simplify Distributed Deep Learning with HorovodRunner

TensorFrames: Deep Learning with TensorFlow on Apache Spark

TensorFrames: Deep Learning with TensorFlow on Apache Spark

Deep Learning and Streaming in Apache Spark 2.x

Deep Learning and Streaming in Apache Spark 2.x

A Tale of Three Deep Learning Frameworks: TensorFlow, Keras, & PyTorch

A Tale of Three Deep Learning Frameworks: TensorFlow, Keras, & PyTorch

Webinar

Simple Steps to Distributed Deep Learning

Simple Steps to Distributed Deep Learning

Accelerating Machine Learning on Databricks

Accelerating Machine Learning on Databricks

Project Hydrogen: State Of The Art Deep Learning On Apache Spark™

Project Hydrogen: State Of The Art Deep Learning On Apache Spark™

Deep Learning Fundamentals – Part 3: Applying your Convolutional Neural Network

Deep Learning Fundamentals – Part 3: Applying your Convolutional Neural Network

Deep Learning Fundamentals – Part 2: Training your Neural Network

Deep Learning Fundamentals – Part 2: Training your Neural Network

Deep Learning Fundamentals – Part 1: Introduction to Neural Networks

Deep Learning Fundamentals – Part 1: Introduction to Neural Networks

Scalable End-to-End Deep Learning using TensorFlow™ and Databricks

Scalable End-to-End Deep Learning using TensorFlow™ and Databricks

Build, Scale, and Deploy Deep Learning Pipelines with Ease

Build, Scale, and Deploy Deep Learning Pipelines with Ease

Deep Learning on Apache® Spark™: Workflows and Best Practices

Deep Learning on Apache® Spark™: Workflows and Best Practices