AI News

AUGUST 29, 2023

Analysts and thought leaders almost universally urge the importance of the CEO being actively involved in data initiatives. But what gets buried in the small print is the acknowledgement that many data projects never make it to production. In 2016, Gartner assessed it at only 15%. It’s all data driven,” Faruqui explains.

Data Ingestion 157

Data Ingestion Big Data Explainability ETL 157

Mlearning.ai

MAY 15, 2023

Photo by Andrew Neel on Unsplash Introduction If you are working or have worked on any data science task then you definitely used pandas. So, pandas is a library which helps with performing data ingestion and transformations. apply(lambda x: x.year) df.groupby('year')['Sales'].mean() Yearly average sales.

Data Ingestion 52

Data Ingestion Data Science OpenAI LLM 52

Towards AI

AUGUST 8, 2024

TensorFlow Extended (TFX): End-to-End Pipeline: Providing a variety of tools and libraries for production-ready machine learning pipelines, TFX takes care of the entire lifecycle from data ingestion and validation to model training, evaluation, and deployment. So, let’s take a look at PyTorch.

Deep Learning 74

Deep Learning Neural Network Machine Learning Data Ingestion 74

AWS Machine Learning Blog

JUNE 18, 2024

This manual synchronization process, hindered by disparate data formats, is resource-intensive, limiting the potential for widespread data orchestration. The platform, although functional, deals with CSV and JSON files containing hundreds of thousands of rows from various manufacturers, demanding substantial effort for data ingestion.

Generative AI 111

Generative AI Data Ingestion Python LLM 111

IBM Journey to AI blog

SEPTEMBER 11, 2023

Many consider a NoSQL database essential for high data ingestion rates. In 2016, Db2 for z/OS moved to a continuous delivery model that provides new capabilities and enhancements through the service stream in just weeks (and sometimes days) instead of multi-year release cycles.

Machine Learning 263

Machine Learning Data Ingestion Automation Data Scientist 263

AWS Machine Learning Blog

MARCH 29, 2023

Data ingestion HAYAT HOLDING has a state-of-the art infrastructure for acquiring, recording, analyzing, and processing measurement data. Two types of data sources exist for this use case. Since 2016 he mentored hundreds of entrepreneurs at startup incubation programs pro-bono.

ML 78

ML Machine Learning Algorithm Data Scientist 78

AWS Machine Learning Blog

SEPTEMBER 11, 2024

In 2010, WorldQuant was producing several thousand alphas per year, by 2016 had one million alphas, by 2022, had multiple millions, with a stated ambition to get to 100 million alphas. The automated process of data ingestion, processing, packaging, combination, and prediction is referred to by WorldQuant as their “alpha factory.”

ML 86

ML Deep Learning Algorithm Large Language Models 86