Data Science Blog

NOVEMBER 15, 2023

van der Aalst 2019 and as a product feature term by Celonis in 2022 and is used extensively in marketing, this concept is far from new in its implementation. They offer consistency and standardization across data structures, improving data accuracy and integrity. Central data models in a cloud-based Data Mesh Architecture (e.g.

Data Models 245

Data Models Data Modeling Business Intelligence Business Intelligence 245

Dataconomy

SEPTEMBER 4, 2023

Organizations must diligently manage access controls, encryption, and data protection to mitigate risks. For example, the 2019 Capital One breach exposed over 100 million customer records, highlighting the need for robust security measures. Understand what insights you need to gain from your data to drive business growth and strategy.

Analytics 203

Analytics Analytics Big Data Analytics Big Data Analytics 203

Data Science Dojo

OCTOBER 10, 2023

These gatherings are not mere events; they’re a sneak peek into the future of AI, offering fresh insights and developments straight from the minds of experts across academia, industry, and government. Building bridges : Think of a young developer who attended an AI conference back in 2019.

AI 243

AI AI Data Observability Artificial Intelligence 243

Alation

SEPTEMBER 30, 2022

Compare that to the 108 that earned the status in all of 2020 (and the 439 total up to 2019), and you can see why the title has lost its sparkle. Everything and Everyone: The Catalog is the platform for Data Intelligence. In 2021, SaaS multiples hit all-time highs, with 520 new companies becoming unicorns that year alone.

Data Governance 92

Data Governance Azure Data Quality SQL 92

The MLOps Blog

MARCH 20, 2025

For example, GPT-3 was trained on a web crawl dataset that included data collected up to 2019. Well utilize Azure OpenAI to host our agents LLM privately. While AutoGen itself is free to use, deploying the agent with Azure OpenAI incurs costs based on model usage, API calls, and computational resources required for hosting.

Azure 59

Azure Python Database Algorithm 59

Alation

NOVEMBER 15, 2021

The Data Management Capability Assessment Method (DCAM) framework is used to pressure-test data management procedures and demonstrate good practices to regulators. We used an Alation catalog instance to categorize six Snowflake data sources and a Tableau Server. Approach & Deliverables.

Cloud Data 52

Cloud Data Tableau Azure Analytics 52

The MLOps Blog

MARCH 20, 2023

Data Backup and Recovery : Have a data storage platform that supports a contingency plan for unexpected data loss and deletion, which can be quite common in a long-duration project. Data Compression : Explore data compression techniques to optimize storage space, primarily as long-term ML projects collect more data.

ML 59

ML ML Machine Learning Machine Learning 59