Pickl AI

JULY 24, 2024

Summary: Data quality is a fundamental aspect of Machine Learning. Poor-quality data leads to biased and unreliable models, while high-quality data enables accurate predictions and insights. What is Data Quality in Machine Learning? Bias in data can result in unfair and discriminatory outcomes.

Data Quality 52

Data Quality Machine Learning Automation Data Integration 52

AWS Machine Learning Blog

NOVEMBER 15, 2023

In this post, we demonstrate how data aggregated within the AWS CCI Post Call Analytics solution allowed Principal to gain visibility into their contact center interactions, better understand the customer journey, and improve the overall experience between contact channels while also maintaining data integrity and security.

Data Ingestion 122

Data Ingestion Metadata NLP Data Scientist 122

Pickl AI

JULY 18, 2023

This “write once, run anywhere” capability allows developers to create applications that are not tied to a specific operating system, increasing portability and flexibility. Key Features of Scala Data Integration and Management: SAS provides robust tools for data integration, cleansing, and transformation.

Data Science 52

Data Science Data Scientist Python Business Intelligence 52

Marktechpost

JULY 17, 2023

YData By enhancing the caliber of training datasets, YData offers a data-centric platform that speeds up the creation and raises the return on investment of AI solutions. Data scientists can now enhance datasets using cutting-edge synthetic data generation and automated data quality profiling.

Machine Learning 52

Machine Learning Data Scientist Computer Vision Deep Learning 52

AWS Machine Learning Blog

OCTOBER 24, 2024

The benefits of this solution are: You can flexibly achieve data cleaning, sanitizing, and data quality management in addition to chunking and embedding. You can build and manage an incremental data pipeline to update embeddings on Vectorstore at scale. Savio Dsouza is a Software Development Manager on the AWS Glue team.

LLM 117

LLM Big Data Architect Big Data Software Development 117

Unite.AI

NOVEMBER 21, 2024

Next, technical interventions are incorporated into our internal processes that focus on high-quality, unbiased data, with measures to ensure data integrity and fairness. Integrating GenAI into Agile practices is transforming how teams work. Our platform is built around the principles of responsible and mindful AI.

DevOps 147

DevOps Automation Responsible AI Software Development 147

AWS Machine Learning Blog

NOVEMBER 12, 2024

Their data pipeline (as shown in the following architecture diagram) consists of ingestion, storage, ETL (extract, transform, and load), and a data governance layer. Multi-source data is initially received and stored in an Amazon Simple Storage Service (Amazon S3) data lake.

Generative AI 112

Generative AI Prompt Engineer Prompt Engineering AI 112