Ocean Protocol

NOVEMBER 28, 2024

Introduction The Formula 1 Prediction Challenge: 2024 Mexican Grand Prix brought together data scientists to tackle one of the most dynamic aspects of racing — pit stop strategies. This competition emphasized leveraging analytics in one of the world’s fastest and most data-intensive sports.

Cross Validation 85

Cross Validation Decision Trees Data Scientist Data Science 85

IBM Data Science in Practice

DECEMBER 7, 2022

One of the key elements that builds a data fabric architecture is to weave integrated data from many different sources, transform and enrich data, and deliver it to downstream data consumers. Studies have shown that 80% of time is spent on data preparation and cleansing, leaving only 20% of time for data analytics.

Data Quality 130

Data Quality Data Pipeline Data Preparation ETL 130

IBM Data Science in Practice

NOVEMBER 28, 2022

Implementing a data fabric architecture is the answer. What is a data fabric? Data fabric is defined by IBM as “an architecture that facilitates the end-to-end integration of various data pipelines and cloud environments through the use of intelligent and automated systems.” This leaves more time for data analysis.

Data Pipeline 130

Data Pipeline Data Quality Data Preparation Data Governance 130

Pickl AI

NOVEMBER 4, 2024

Effective data governance enhances quality and security throughout the data lifecycle. What is Data Engineering? Data Engineering is designing, constructing, and managing systems that enable data collection, storage, and analysis. The global data warehouse as a service market was valued at USD 9.06

Data Engineering 52

Data Engineering Data Engineering Data Engineering Data Engineer 52

DagsHub

APRIL 21, 2024

A traditional machine learning (ML) pipeline is a collection of various stages that include data collection, data preparation, model training and evaluation, hyperparameter tuning (if needed), model deployment and scaling, monitoring, security and compliance, and CI/CD.

Machine Learning 59

Machine Learning Machine Learning ML ML 59

IBM Journey to AI blog

AUGUST 12, 2024

Wearable devices (such as fitness trackers, smart watches and smart rings) alone generated roughly 28 petabytes (28 billion megabytes) of data daily in 2020. And in 2024, global daily data generation surpassed 402 million terabytes (or 402 quintillion bytes). Massive, in fact.

Big Data 106

Big Data Big Data ML ML 106

Dataconomy

MAY 14, 2025

Agent-to-Agent Communication (A2A): To enable AI agents to work together across platforms, Google introduced the Agent2Agent (A2A) Protocol at Cloud Next 2024. In short, its analytics-grade data prepared for AI. Equally important, first-party behavioral data is a source of competitive advantage for brands building AI agents.

AI 70

AI AI Data Warehouse Data Pipeline 70