Luis Leal, data engineer/data scientist at Xoom/Paypal, discusses how machine learning and deep learning have proved to excel at pattern recognition tasks and represent state of the art models for computer vision, NLP, predictive applications and many artificial intelligence tasks. Neural networks represent a mathematical model of how scientists think the brain performs certain computations, but in decades they lacked of memories and memory/context recall characteristics of the brain. Although there’s recurrent neural networks (like LSTM) which handle memory and context, they can’t scale their memory size which prevents them from storing rich meaningful information over time and over contexts.





Learn more here: https://databricks.com/session/demystifying-differentiable-neural-computers-and-their-brain-inspired-origin

Article you might like: https://databricks.com/session/apache-spark-data-source-v2-continues

About: Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.
Read more here: https://databricks.com/product/unified-data-analytics-platform

Connect with us:
Website: https://databricks.com
Facebook: https://www.facebook.com/databricksinc
Twitter: https://twitter.com/databricks
LinkedIn: https://www.linkedin.com/company/databricks
Instagram: https://www.instagram.com/databricksinc/ Databricks is proud to announce that Gartner has named us a Leader in both the 2021 Magic Quadrant for Cloud Database Management Systems and the 2021 Magic Quadrant for Data Science and Machine Learning Platforms. Download the reports here. https://databricks.com/databricks-named-leader-by-gartner