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What is Data Lineage? Top 5 Benefits of Data Lineage

erwin

For example, the marketing department uses demographics and customer behavior to forecast sales. The CEO also makes decisions based on performance and growth statistics. An automated data lineage solution stitches together metadata for understanding and validating data usage, as well as mitigating the associated risks.

Metadata 111
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The Role Of Data Warehousing In Your Business Intelligence Architecture

datapine

While they are connected and cannot function without each other, as mentioned earlier, BI is mainly focused on generating business insights, whether operational or strategic efficiency such as product positioning and pricing to goals, profitability, sales performance, forecasting, strategic directions, and priorities on a broader level.

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Gartner D&A Summit Bake-Offs Explored Flooding Impact And Reasons for Optimism!

Rita Sallam

SAS created, on top of the traditional statistical and machine learning models to predict events, a set of four unique models specifically focused on helping people impacted by flooding: An optimization network model (cost network flow algorithm) to optimally help displaced people reach public shelters and safer areas.

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Becoming a machine learning company means investing in foundational technologies

O'Reilly on Data

Modernize existing applications such as recommenders, search ranking, time series forecasting, etc. Metadata and artifacts needed for audits. Use ML to unlock new data types—e.g., images, audio, video. Tackle completely new use cases and applications. How much model inference is involved in specific applications?

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Best practices for enabling business users to answer questions about data using natural language in Amazon QuickSight

AWS Big Data

Follow along In the following examples, we often refer to two out-of-the-box sample topics, Product Sales and Student Enrollment Statistics , so you can follow along as you go. For example, in the student enrollment statistics example, Q already set Home of Origin as Location so if someone asks “where,” Q knows to use this field (Figure 6).

Sales 70
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Better Analytics Through AI: Our Take on Gartner’s AI Trends

Sisense

From Forecast to Trends to natural language querying, we are completely transparent about the technology behind and the statistical characteristics of the output. It also converts metadata from being used in auditing, lineage and reporting to powering dynamic systems.”. Trend 5: Augmented data management.

Analytics 112
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Bringing an AI Product to Market

O'Reilly on Data

One mid-sized digital media company we interviewed reported that their Marketing, Advertising, Strategy, and Product teams once wanted to build an AI-driven user traffic forecast tool. Once relevant data has been obtained, understanding what is valuable and what is simply noise requires statistical and scientific rigor.

Marketing 361