Google today released TensorFlow Graph Neural Networks (TF-GNN) in alpha, a library designed to make it easier to work with graph-structured data using TensorFlow, its machine learning framework. Used in production at Google for spam and anomaly detection, traffic estimation, and YouTube content labeling, Google says that TF-GNN is designed …
Nov. 19, 2021, 10:52 a.m.
Github Background and Motivation For any company that provides a product or service, understanding its audience is essential. Understanding and listening to what the audience of its product is saying, whether it be positive or negative, can guide companies into making changes to their product that keep their customers happy. …
LinkedIn | GitHub | Email | Notebook The Idea Hate to break it to you, but you cannot trust people. Initially, there were no cabin-facing cameras in Tesla vehicles. It was thought that an agreement before using Autopilot and detecting whether adequate pressure was applied to the steering wheel was …
July 17, 2021, 11:42 p.m.
Download the notebooks referenced throughout this article. I have a favorite coffee shop I’ve been visiting for years. When I walk in, the barista knows me by name and asks if I’d like my usual drink. Most of the time, the answer is “yes”, but every now and then, I …
Google is one of the pioneers in modern artificial intelligence technology. The search engine giant is the parent company of over 200 other brands. Many of these companies have made major developments in AI. However, Google’s most promising developments in the field of AI have centered around the technology it …
March 21, 2021, 12:05 a.m.
Discover key considerations for selecting the right machine learning framework for your project, and learn about 4 popular ML frameworks.
March 11, 2021, 4:08 p.m.
Artificial intelligence is becoming crucial for businesses that want to compete and survive. In fact, if you’re not using AI in 2021, there’s a good chance you lose out to your competitors. Of course, that makes AI development a highly sought after career, as more companies need to hire skilled …
Jan. 21, 2021, 11:41 a.m.
Lending Club was a peer-to-peer lending platform that connected investors to borrowers. They were an alternative to the traditional bank lending system. One of the appeals of Lending Club is that the loans they facilitated were of lower interest rates compared to banks because Lending Club only took a flat …
Introduction With the Databricks Runtime 7.2 release, we are introducing a new magic command %tensorboard. This brings the interactive TensorBoard experience Jupyter notebook users expect to their Databricks notebooks. The %tensorboard command starts a TensorBoard server and embeds the TensorBoard user interface inside the Databricks notebook for data scientists and …
If you’re a data scientist who has been wanting to break into the deep learning realm, here is a great learning resource that can guide you through this journey. It’s pretty much an all-inclusive resource that includes all the popular methodologies upon which deep learning depends: CNNs, RNNs, RL, GANs, …
Petastorm is a popular open-source library from Uber that enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. We are excited to announce that Petastorm 0.9.0 supports the easy conversion of data from Apache Spark DataFrame to TensorFlow Dataset and PyTorch …
Even with the coronavirus causing mass closures, there are still some big announcements in the cloud data science world. Google is starting to take enterprise AI seriously and Amazon is continuing to do interesting things. So, here is the news. News Google introduces Cloud AI Platform PipelinesGoogle Cloud now provides …
March 14, 2020, 6:28 p.m.
Even with the coronavirus causing mass closures, there are still some big announcements in the cloud data science world. Google is starting to take enterprise AI seriously and Amazon is … The post Cloud Data Science 11 appeared first on Data Science 101.
March 14, 2020, 6:28 p.m.
I had been looking for a good book to recommend to my "Introduction to Data Science" classes at UCLA as a text to use once my class completes ... sort of the next step after learning the basics. That's why I was looking forward to reviewing the new 3rd edition …
4 Basic operations for working with matrixes in tensorflow
Feb. 13, 2020, 12:31 p.m.
Databricks was proud to be a Platinum sponsor at re:Invent. The past year has been an exciting one for our partnership with AWS, as we built new integrations and deepened existing ones with so many AWS services. re:Invent was a great opportunity to showcase how our joint customers have benefitted …
This article covers how to detect data drift for models that ingest image data as their input in order to prevent their silent degradation in production. Run the example in a complementary Domino project. Introduction: preventing silent model degradation in production In the real word, data is recorded by different …
In February 2016, we introduced Databricks Community Edition, a free edition for big data developers to learn and get started quickly with Apache Spark. Since then our commitment to foster a community of developers remains steadfast: to date, we have over 150K registered Community Edition users; we have trained thousands …
