ODSC - Open Data Science

MAY 31, 2023

The combination of data streaming and machine learning (ML) enables you to build one scalable, reliable, but also simple infrastructure for all machine learning tasks using the Apache Kafka ecosystem. The whole pipeline is built on an event streaming platform in independent microservices.

Machine Learning 131

Machine Learning Data Ingestion Data Science Neural Network 131

AWS Machine Learning Blog

OCTOBER 2, 2024

However, scaling up generative AI and making adoption easier for different lines of businesses (LOBs) comes with challenges around making sure data privacy and security, legal, compliance, and operational complexities are governed on an organizational level. In this post, we discuss how to address these challenges holistically.

Generative AI 119

Generative AI Data Ingestion AI AI 119

Pickl AI

JULY 8, 2024

Summary: This blog explains how to build efficient data pipelines, detailing each step from data collection to final delivery. Introduction Data pipelines play a pivotal role in modern data architecture by seamlessly transporting and transforming raw data into valuable insights.

ETL 52

ETL Data Quality Data Integration Automation 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 123

Data Ingestion Metadata NLP Data Scientist 123

Pickl AI

APRIL 14, 2023

Falling into the wrong hands can lead to the illicit use of this data. Hence, adopting a Data Platform that assures complete data security and governance for an organization becomes paramount. In this blog, we are going to discuss more on What are Data platforms & Data Governance. Wrapping it up !!!

Data Platform 52

Data Platform Data Integration Data Ingestion Automation 52

Pickl AI

OCTOBER 19, 2023

Whether you are a business executive making critical choices, a scientist conducting groundbreaking research, or simply an individual seeking accurate information, data quality is a paramount concern. The Relevance of Data Quality Data quality refers to the accuracy, completeness, consistency, and reliability of data.

Data Quality 52

Data Quality ETL Machine Learning Data Ingestion 52

Pickl AI

SEPTEMBER 5, 2024

Summary: This blog provides a comprehensive roadmap for aspiring Azure Data Scientists, outlining the essential skills, certifications, and steps to build a successful career in Data Science using Microsoft Azure. Platforms like GitHub, Kaggle, and Stack Overflow are valuable resources for learning and sharing knowledge.

Data Scientist 52

Data Scientist Data Science Machine Learning Data Analysis 52

The MLOps Blog

MARCH 15, 2023

A typical data pipeline involves the following steps or processes through which the data passes before being consumed by a downstream process, such as an ML model training process. Data Ingestion : Involves raw data collection from origin and storage using architectures such as batch, streaming or event-driven.

ETL 59

ETL Categorization Automation Data Integration 59

The MLOps Blog

JUNE 27, 2023

Core features of end-to-end MLOps platforms End-to-end MLOps platforms combine a wide range of essential capabilities and tools, which should include: Data management and preprocessing : Provide capabilities for data ingestion, storage, and preprocessing, allowing you to efficiently manage and prepare data for training and evaluation.

Metadata 134

Metadata Machine Learning Data Scientist Data Quality 134

AWS Machine Learning Blog

OCTOBER 23, 2024

By processing data closer to where it resides, SnapLogic promotes faster, more efficient operations that meet stringent regulatory requirements, ultimately delivering a superior experience for businesses relying on their data integration and management solutions. He currently is working on Generative AI for data integration.

Generative AI 79

Generative AI IDP LLM Automation 79