Snowflake

JUNE 12, 2024

Model Preparation Stage : In this stage, the document owner uses the Document AI user interface to create and manage a model “build.” Each build includes the documents, the questions for which you want answers (the eventual extracted data points), and the model itself — all packaged together for a specific document type or use case.

Unstructured Data 112

Unstructured Data Finance Insurance Manufacturing 112

Monte Carlo

NOVEMBER 26, 2024

Small data is the future of AI (Tomasz) 7. The lines are blurring for analysts and data engineers (Barr) 8. Synthetic data matters—but it comes at a cost (Tomasz) 9. The unstructured data stack will emerge (Barr) 10. Each year, Monte Carlo surveys real data professionals about the state of their data quality.

Data Engineering 105

Data Engineering Data Engineer Engineering Unstructured Data 105

Cloudera

NOVEMBER 15, 2021

Here we mostly focus on structured vs unstructured data. In terms of representation, data can be broadly classified into two types: structured and unstructured. Structured data can be defined as data that can be stored in relational databases, and unstructured data as everything else.

Unstructured Data 90

Unstructured Data Pipeline-centric Database-centric Entertainment 90

Snowflake

FEBRUARY 12, 2025

Agents need to access an organization's ever-growing structured and unstructured data to be effective and reliable. As data connections expand, managing access controls and efficiently retrieving accurate informationwhile maintaining strict privacy protocolsbecomes increasingly complex. text, audio) and structured (e.g.,

Unstructured Data 92

Unstructured Data Government SQL Structured Data 92

Data Engineering Podcast

JUNE 17, 2021

Summary Working with unstructured data has typically been a motivation for a data lake. Kirk Marple has spent years working with data systems and the media industry, which inspired him to build a platform for automatically organizing your unstructured assets to make them more valuable.

Unstructured Data 100

Unstructured Data Data Warehouse Metadata Media 100

Precisely

JANUARY 9, 2025

The demand for higher data velocity, faster access and analysis of data as its created and modified without waiting for slow, time-consuming bulk movement, became critical to business agility. Data management best practices havent changed. AI is not going to fix or dismiss the need for proper data governance.

Data Integration 119

Data Integration Hadoop Data Warehouse Data Lake 119

Analytics Vidhya

FEBRUARY 28, 2024

Handling and processing the streaming data is the hardest work for Data Analysis. We know that streaming data is data that is emitted at high volume […] The post Kafka to MongoDB: Building a Streamlined Data Pipeline appeared first on Analytics Vidhya.

MongoDB 222

MongoDB Data Pipeline Kafka Building 222

Snowflake

MARCH 6, 2025

Large language models (LLMs) are transforming how we extract value from this data by running tasks from categorization to summarization and more. While AI has proved that real-time conversations in natural language are possible with LLMs, extracting insights from millions of unstructured data records using these LLMs can be a game changer.

Unstructured Data 97

Unstructured Data Medical Media Data Workflow 97

Snowflake

NOVEMBER 4, 2024

Now, it’s time to BUILD. Join us for BUILD 2024, a three-day global virtual conference taking place Nov. 12-15, to hear major Snowflake product announcements firsthand and to learn how to build with our latest innovations through dozens of technical sessions and hands-on labs. Cost-effectiveness! Efficiency!)

Unstructured Data 105

Unstructured Data Python Machine Learning Data Pipeline 105

Data Engineering Weekly

JANUARY 15, 2025

The Critical Role of AI Data Engineers in a Data-Driven World How does a chatbot seamlessly interpret your questions? The answer lies in unstructured data processing—a field that powers modern artificial intelligence (AI) systems. How does a self-driving car understand a chaotic street scene?

Data Engineering 63

Data Engineering Data Engineer Unstructured Data Engineering 63

Snowflake

APRIL 20, 2023

Generative AI and large language models (LLMs) are revolutionizing many aspects of both developer and non-coder productivity with automation of repetitive tasks and fast generation of insights from large amounts of data. Figure 1: Visual Question Answering Challenge data types and results.

Building 140

Building Unstructured Data Government Coding 140

Snowflake

APRIL 16, 2025

This major enhancement brings the power to analyze images and other unstructured data directly into Snowflakes query engine, using familiar SQL at scale. Unify your structured and unstructured data more efficiently and with less complexity. Start analyzing call center data with our easy Snowflake quickstart.

Data Analysis 75

Data Analysis Unstructured Data Manufacturing Retail 75

Data Engineering Podcast

DECEMBER 11, 2022

In this episode Frank Liu shares how the Towhee library simplifies the work of translating your unstructured data assets (e.g. Building good ML models is hard, but testing them properly is even harder. In this episode Frank Liu shares how the Towhee library simplifies the work of translating your unstructured data assets (e.g.

Unstructured Data 100

Unstructured Data Machine Learning Data Engineering Data Engineer 100

Data Engineering Podcast

AUGUST 14, 2021

What do you do when you need to manage unstructured information, or build a computer vision model? In this episode Davit Buniatyan, founder and CEO of Activeloop, explains why he is spending his time and energy on building a platform to simplify the work of getting your unstructured data ready for machine learning.

Unstructured Data 100

Unstructured Data Machine Learning Data Lake SQL 100

Towards Data Science

DECEMBER 16, 2024

The unstructured data stack will emerge(Barr) The idea of leveraging unstructured data in production isnt new by any meansbut in the age of AI, unstructured data has taken on a whole newrole. According to a report by IDC only about half of an organizations unstructured data is currently being analyzed.

Unstructured Data 80

Unstructured Data Data Food Data Engineering 80

Snowflake

JANUARY 29, 2025

Snowflake Cortex AI Snowflake Cortex AI is a suite of integrated features and services that include fully-managed LLM inference, fine-tuning, and RAG for structured and unstructured data, to enable customers to quickly analyze unstructured data alongside their structured data, and expedite the building of AI apps.

Unstructured Data 97

Unstructured Data SQL Python Government 97

Data Engineering Weekly

OCTOBER 27, 2024

Astasia Myers: The three components of the unstructured data stack LLMs and vector databases significantly improved the ability to process and understand unstructured data. The blog is an excellent summary of the existing unstructured data landscape. Register for IMPACT today!

Data Engineering 58

Data Engineering Data Engineer Engineering Unstructured Data 58

Hevo

JANUARY 17, 2025

Digital tools and technologies help organizations generate large amounts of data daily, requiring efficient governance and management. This is where the AWS data lake comes in. With the AWS data lake, organizations and businesses can store, analyze, and process structured and unstructured data of any size.

Data Lake 52

Data Lake AWS Unstructured Data Building 52

Snowflake

MARCH 19, 2025

Nearly nine out of 10 business leaders say their organizations data ecosystems are ready to build and deploy AI, according to a recent survey. But 84% of the IT practitioners surveyed spend at least one hour a day fixing data problems. Why attend Accelerate Advertising, Media and Entertainment?

Retail 96

Retail Media Entertainment Unstructured Data 96

Monte Carlo

OCTOBER 31, 2024

AI data engineers tend to focus primarily on AI, generative AI (GenAI), and machine learning (ML)-specific needs, like handling unstructured data and supporting real-time analytics. The ability and skills to build scalable, automated data pipelines. Let’s dive into what that means.

Data Engineering 52

Data Engineering Data Engineer Engineering Unstructured Data 52

AltexSoft

MAY 12, 2023

In today’s data-driven world, organizations amass vast amounts of information that can unlock significant insights and inform decision-making. A staggering 80 percent of this digital treasure trove is unstructured data, which lacks a pre-defined format or organization. What is unstructured data?

Unstructured Data 59

Unstructured Data NoSQL Hadoop Data Lake 59

Snowflake

FEBRUARY 5, 2024

Financial services organizations need a modern data platform that allows them to anonymize data and share it without moving or copying it or risking the exposure of PII. Increasingly, financial institutions will monetize their data through apps and data marketplaces.

Unstructured Data 126

Unstructured Data Banking Government Insurance 126

Data Engineering Podcast

FEBRUARY 27, 2022

In this episode she explains the difficulties that everyone faces as they scale beyond a single operating environment, and how the Komprise platform reduces the burden of managing large and heterogeneous collections of unstructured files.

Unstructured Data 100

Unstructured Data Cloud Management Metadata 100

Snowflake

JANUARY 21, 2025

The winners will be those that adopt forward-thinking data strategies, build trust with partners and clients, and leverage AI to deliver real-time insights and personalized campaigns. Agencies today can build or adopt platforms to deliver data-driven marketing strategies to brands.

Media 98

Media Unstructured Data Data Retail 98

Snowflake

APRIL 22, 2025

Eighty-eight percent of early adopters affirm that they need data strategies and tools spanning all generative AI use cases, meaning enterprises need a modern data platform thats effortless to build and deploy, reliable by design and seamlessly connected across teams, tools and clouds.

IT 59

IT Unstructured Data Government Cloud 59

Monte Carlo

MARCH 19, 2025

Monte Carlo and Databricks double-down on their partnership, helping organizations build trusted AI applications by expanding visibility into the data pipelines that fuel the Databricks Data Intelligence Platform. This comprehensive visibility helps teams identify and resolve data issues before they cascade into AI failures.

Unstructured Data 52

Unstructured Data Data Pipeline High Quality Data Banking 52

Snowflake

APRIL 13, 2025

To address these challenges, Snowflake has launched Cortex Agents , a fully managed service that simplifies integration, retrieval and processing of structured and unstructured data helping customers build high-quality agents at scale. A path forward Agentic AI represents a change in thinking in enterprise data management.

Data Management 80

Data Management Management Consulting Unstructured Data 80

Data Engineering Podcast

JUNE 26, 2022

In this episode Isaac Brodsky explains how the Unfolded platform is architected, their experience joining the team at Foursquare, and how you can start using it for analyzing your spatial data today. Datafold integrates with all major data warehouses as well as frameworks such as Airflow & dbt and seamlessly plugs into CI workflows.

Datasets 130

Datasets Unstructured Data Metadata MongoDB 130

Towards Data Science

FEBRUARY 9, 2024

How to build a modern, scalable data platform to power your analytics and data science projects (updated) Table of Contents: What’s changed? The Platform Integration Data Store Transformation Orchestration Presentation Transportation Observability Closing What’s changed?

Building 98

Building Transportation Data Lake Metadata 98

Snowflake

FEBRUARY 6, 2024

To further encourage data use and reuse, adopt data product thinking , processes to facilitate their design and delivery , and teams to build and deploy them. An end-user-facing data catalog or marketplace can improve discoverability and access. Transform unstructured data to expand available internal data.

Unstructured Data 128

Unstructured Data Retail Data Manufacturing 128

Snowflake

JULY 25, 2024

Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. Solving the challenges of building high-quality RAG applications From the beginning, Snowflake’s mission has been to empower customers to extract more value from their data.

Unstructured Data 132

Unstructured Data Metadata Government SQL 132

Cloudyard

JANUARY 15, 2025

Read Time: 2 Minute, 33 Second Snowflakes PARSE_DOCUMENT function revolutionizes how unstructured data, such as PDF files, is processed within the Snowflake ecosystem. However, Ive taken this a step further, leveraging Snowpark to extend its capabilities and build a complete data extraction process.

Data Cleanse 52

Data Cleanse Insurance Raw Data Unstructured Data 52

Snowflake

NOVEMBER 11, 2024

What if you could streamline your efforts while still building an architecture that best fits your business and technology needs? Snowflake is committed to doing just that by continually adding features to help our customers simplify how they architect their data infrastructure. Here’s a closer look.

Data Architecture 105

Data Architecture Architecture Data Lake Kafka 105

Snowflake

JUNE 5, 2024

Enterprises can utilize gen AI to extract more value from their data and build conversational interfaces for customer and employee applications. It provides access to industry-leading large language models (LLMs), enabling users to easily build and deploy AI-powered applications.

Coding 115

Coding Building Management Government 115

Towards Data Science

JULY 21, 2023

Here are the 5 must-have layers to drive data product adoption at scale. Like bean dip and ogres , layers are the building blocks of the modern data stack. So, with infinitely expanding integrations and the opportunity to add new layers for every feature and function of your data motion, the question arises — where do you start?

Building 98

Building Business Intelligence BI Cloud Storage 98

Data Engineering Weekly

FEBRUARY 9, 2025

[link] QuantumBlack: Solving data quality for gen AI applications Unstructured data processing is a top priority for enterprises that want to harness the power of GenAI. It brings challenges in data processing and quality, but what data quality means in unstructured data is a top question for every organization.

Data Engineering 58

Data Engineering Data Engineer Engineering Unstructured Data 58

Monte Carlo

JULY 19, 2023

Building a data stack doesn’t have to be complicated. Here’s what data leaders say are the 5 must-have layers of your data platform to drive data adoption – and ROI – across your business. Like bean dip and ogres , layers are the building blocks of the modern data stack. Makes sense.

Building 96

Building Business Intelligence Cloud Storage BI 96