Towards AI

JULY 20, 2023

Natural Language Processing Getting desirable data out of published reports and clinical trials and into systematic literature reviews (SLRs) — a process known as data extraction — is just one of a series of incredibly time-consuming, repetitive, and potentially error-prone steps involved in creating SLRs and meta-analyses.

Data Extraction 73

Data Extraction NLP Natural Language Processing Automation 73

AWS Machine Learning Blog

DECEMBER 18, 2023

Prerequisites For this solution we use MongoDB Atlas to store time series data, Amazon SageMaker Canvas to train a model and produce forecasts, and Amazon S3 to store data extracted from MongoDB Atlas. The following diagram outlines the proposed solution architecture. Note we have two folders.

Data Extraction 119

Data Extraction Data Ingestion ML Machine Learning 119

Bugra Akyildiz

JUNE 29, 2024

A data janitor is a person who works to take big data and condense it into useful amounts of information. Also known as a "data wrangler", a data janitor sifts through data for companies in the information technology industry. Python, R), or specialized ETL (Extract, Transform, Load) tools.

LLM 40

LLM Big Data Data Quality ETL 40

AWS Machine Learning Blog

OCTOBER 23, 2024

IDP on quarterly reports A leading pharmaceutical data provider empowered their analysts by using Agent Creator and AutoIDP to automate data extraction on pharmaceutical drugs. He currently is working on Generative AI for data integration. The next paragraphs illustrate just a few.

Generative AI 73

Generative AI IDP LLM Automation 73

AWS Machine Learning Blog

NOVEMBER 18, 2024

MSD collaborated with AWS Generative Innovation Center (GenAIIC) to implement a powerful text-to-SQL generative AI solution that streamlines data extraction from complex healthcare databases. MSD employs numerous analysts and data scientists who analyze databases for valuable insights.

LLM 93

LLM Generative AI Data Science Data Scientist 93