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FUNDAMENTALS
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DOCUMENTATION
TensorFlow on Databricks
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Blog
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Tutorial
Video
Webinar
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
Use Keras with TensorFlow on a single node on Databricks
MNIST demo using Keras CNN (Part 1)
MNIST demo using Keras CNN (Part 2)
MNIST demo using Keras CNN (Part 3)
MNIST Experiments with Keras, HorovodRunner, and MLflow
MNIST with Keras, HorovodRunner, and MLflow
Tutorial
Identify Suspicious Behavior in Video
Video
Simplify Distributed TensorFlow Training for Fast Image Categorization at Starbucks
Unsupervised Object Detection Using the Azure Cognitive Services on Spark
Distributed Deep Learning with Apache Spark and TensorFlow
Using Deep Learning in Production Pipelines to Predict Consumers’ Interest
AI and Machine Learning for the Connected Home
Geospatial Analytics at Scale with Deep Learning and 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
Databricks Runtime for ML: Simplify Distributed Deep Learning with HorovodRunner
TensorFrames: Deep Learning with TensorFlow on Apache Spark
Deep Learning and Streaming in Apache Spark 2.x
A Tale of Three Deep Learning Frameworks: TensorFlow, Keras, & PyTorch
Webinar
Simple Steps to Distributed Deep Learning
Accelerating Machine Learning on Databricks
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 2: Training your Neural Network
Deep Learning Fundamentals – Part 1: Introduction to Neural Networks
Scalable End-to-End Deep Learning using TensorFlow™ and Databricks
Build, Scale, and Deploy Deep Learning Pipelines with Ease
Deep Learning on Apache® Spark™: Workflows and Best Practices
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