Confluent

FEBRUARY 6, 2019

Uber expanded Michelangelo “to serve any kind of Python model from any source to support other Machine Learning and Deep Learning frameworks like PyTorch and TensorFlow [instead of just using Spark for everything].”. Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

Altexsoft

JULY 18, 2023

To some, the word Apache may bring images of Native American tribes celebrated for their tenacity and adaptability. On the other hand, the term spark often brings to mind a tiny particle that, despite its size, can start a large fire. What is Apache Spark? Apache Spark components.

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

John Snow Labs

FEBRUARY 21, 2024

Note: throughout the examples in this article the code shown is meant to run on a Jupyer notebook to enable the same visualizations that are explained. Architecture for a popular Transformer based OCR: TR-OCR This article will explore how Visual NLP enables the utilization of this type of model at scale in an Apache Spark Cluster.

Metrics 52

Metrics Architecture Groups Examples 52

O'Reilly Media - Data

FEBRUARY 28, 2018

A comparison of the accuracy and performance of Spark-NLP vs. spaCy, and some use case recommendations. This is the third and final installment in this blog series comparing two leading open source natural language processing software libraries: John Snow Labs’ NLP for Apache Spark and Explosion AI’s spaCy. Performance.

Scalability 149

Scalability Performance Comparison Training 149

O'Reilly Media - Ideas

MAY 21, 2019

Tackle completely new use cases and applications. In our own conferences, we see strong interest in training sessions and tutorials on deep learning for time series and natural language processing—two areas where organizations likely already have existing solutions, and for which deep learning is beginning to show some promise.

Machine Learning 97

Machine Learning Artificial Inteligence Technical Review Technology 97

Altexsoft

SEPTEMBER 19, 2019

You would need to extract it from various systems or sometimes collect missing data manually. Business intelligence is a process of accessing, collecting, transforming, and analyzing data to reveal knowledge about company performance. We won’t spend much time explaining it as we have a dedicated article about an ETL developer.

Business Intelligence 13

Business Intelligence Tools Data Azure 13