As companies increase their investments in artificial intelligence (AI), there is growing pressure on developers and engineers to deploy AI … More
Tag: infrastructure
How deep learning is being used in search and information retrieval
The Data Exchange Podcast: Edo Liberty on building tools for deploying deep learning models in search and information retrieval.
The responsible development, deployment and operation of machine learning systems
The Data Exchange Podcast: Alejandro Saucedo on explainability, MLOps, adversarial robustness, and privacy.
What Is a Lakehouse?
by Ben Lorica, Michael Armbrust, Ali Ghodsi, Reynold Xin and Matei Zaharia. [This post originally appeared on the Databricks blog.] … More
Taking messaging and data ingestion systems to the next level
The Data Exchange Podcast: Sijie Guo on how Apache Pulsar is able to handle both queuing and streaming, and both … More
Key AI and Data Trends for 2020
The Data Exchange Podcast: Mikio Braun and Ben Lorica on tools, models, applications, and risks to look out for in … More
The evolution of TensorFlow and of machine learning infrastructure
The Data Exchange Podcast: Rajat Monga on TensorFlow 2.0, TFX, and the state of machine learning platforms.
Taking stock of foundational tools for analytics and machine learning
The Data Exchange Podcast: Paco Nathan on data governance, AutoML, notebooks, and deep learning libraries.