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

APRIL 20, 2023

In doing so, without compromising security or governance, we enable customers and partners to bring the power of LLMs to the data to help achieve two things: make enterprises smarter about their data and enhance user productivity in secure and scalable ways. Figure 1: Visual Question Answering Challenge data types and results.

Building 140

Building Unstructured Data Government Coding 140

Cloudera

JANUARY 7, 2025

This transition streamlined data analytics workflows to accommodate significant growth in data volumes. By leveraging the Open Data Lakehouse’s ability to unify structured and unstructured data with built-in governance and security, the organization tripled its analyzed data volume within a year, boosting operational efficiency.

Cloud 82

Cloud Government AWS Unstructured Data 82

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

Cloudera

JUNE 11, 2024

By leveraging an organization’s proprietary data, GenAI models can produce highly relevant and customized outputs that align with the business’s specific needs and objectives. Structured data is highly organized and formatted in a way that makes it easily searchable in databases and data warehouses.

Unstructured Data 93

Unstructured Data Pharmaceutical Banking Manufacturing 93

Data Engineering Weekly

JULY 14, 2024

[link] Discord: How Discord Uses Open-Source Tools for Scalable Data Orchestration & Transformation Discord writes about its migration journey from a homegrown orchestration engine to Dagster. Techniques for turning text data and documents into vector embeddings and structured data.

Data Engineer 98

Data Engineer Data Engineering Engineering Unstructured Data 98

Cloudera

NOVEMBER 7, 2023

Are you struggling to manage the ever-increasing volume and variety of data in today’s constantly evolving landscape of modern data architectures? This blog post is intended to provide guidance to Ozone administrators and application developers on the optimal usage of the bucket layouts for different applications.

Systems 105

Systems Hadoop Unstructured Data Media 105

Data Engineering Weekly

JUNE 24, 2024

A few highlights from the report Unstructured data goes mainstream. link] Netflix: A Recap of the Data Engineering Open Forum at Netflix Netflix publishes a recap of all the talks in the first Data Engineering open forum tech meetups. AI-driven code development is going mainstream now.

Data Engineer 110

Data Engineer Data Engineering Engineering Google Cloud 110

Data Engineering Weekly

JULY 21, 2024

The blog is an excellent summary of what one needs to know about Gen-AI to start. link] Manuel Faysse: ColPali - Efficient Document Retrieval with Vision Language Models 👀 80% of enterprise data exists in difficult-to-use formats like HTML, PDF, CSV, PNG, PPTX, and more.

Data Engineer 118

Data Engineer Data Engineering Engineering Generalist 118

WeCloudData

MARCH 26, 2025

continues to evolve, NLP is becoming an essential tool for gaining insights from unstructured data, increasing productivity, and reducing human error. Natural Language Processing (NLP) is transforming the manufacturing industry by enhancing decision-making, enabling intelligent automation, and improving quality control. As Industry 4.0

Manufacturing 52

Manufacturing Process Unstructured Data Data 52

phData: Data Engineering

NOVEMBER 8, 2024

Open Table Format (OTF) architecture now provides a solution for efficient data storage, management, and processing while ensuring compatibility across different platforms. In this blog, we will discuss: What is the Open Table format (OTF)? They also support ACID transactions, ensuring data integrity and stored data reliability.

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Cloudera

OCTOBER 26, 2020

The challenge is compounded as the data, from which insight is distilled, is exploding in volume and variety. Across the world, 5G networks are being rolled out, unleashing new real-time streams of data. Not a day goes by without virtual conversations, creating masses of unstructured data.

Data Security 119

Data Security IT Unstructured Data Government 119

Striim

APRIL 18, 2025

Eliminating Data Silos with Unified Integration Rather than storing data in isolated systems, organizations are adopting real-time data integration strategies to unify structured and unstructured data across databases, applications, and cloud environments.

High Quality Data 52

High Quality Data Business Intelligence Unstructured Data Data Pipeline 52

Data Engineering Weekly

JANUARY 12, 2025

This blog captures the current state of Agent adoption, emerging software engineering roles, and the use case category. Generative AI demands the processing of vast amounts of diverse, unstructured data (e.g., meeting recordings and videos), which contrasts with traditional SQL-centric systems for structured data.

Pipeline-centric 58

Pipeline-centric Data Engineer Data Engineering Engineering 58

Cloudera

JUNE 9, 2022

In the first blog of the Universal Data Distribution blog series , we discussed the emerging need within enterprise organizations to take control of their data flows. controlling distribution while also allowing the freedom and flexibility to deliver the data to different services is more critical than ever. .

Data Collection 94

Data Collection Data Lake Unstructured Data Retail 94

Cloudera

AUGUST 4, 2021

Data volume and variety: The platform must handle a wide variety of data types , f rom intermittent readings of sensor data (temperature, pressure, and vibrations) to unstructured data (e.g., images, video, text, spectral data) or other input such as thermographic or acoustic signals. .

Unstructured Data 98

Unstructured Data Data Ingestion Government Machine Learning 98

Cloudera

APRIL 1, 2024

We scored the highest in hybrid, intercloud, and multi-cloud capabilities because we are the only vendor in the market with a true hybrid data platform that can run on any cloud including private cloud to deliver a seamless, unified experience for all data, wherever it lies. Sign up for a trial to see for yourself.

Cloud 105

Cloud Unstructured Data Metadata Government 105

Data Engineering Weekly

MARCH 5, 2025

This blog post expands on that insightful conversation, offering a critical look at Iceberg's potential and the hurdles organizations face when adopting it. The Catalog Conundrum: Beyond Structured Data The role of the catalog is evolving. Initially, catalogs focused on managing metadata for structured data in Iceberg tables.

Hadoop 58

Hadoop Metadata Data Ingestion Data Governance 58

Cloudera

DECEMBER 11, 2020

Insurance and finance are two industries that rely on measuring risk with historical data models. They have traditionally been slower-moving to adopt new structured and unstructured data inputs as regulatory considerations are always top of mind. The post Covid Data: An anomalous blip, or the new normal?

Insurance 95

Insurance Unstructured Data Finance Machine Learning 95

Cloudera

JULY 29, 2021

Public, private, hybrid or on-premise data management platform. Structure for unstructured data sources such as clinical & physician notes, photos, etc. The post Learn How Cloudera Drives Healthcare Data Insights at HIMSS 21 appeared first on Cloudera Blog. Security and governance in a hybrid environment.

Healthcare 102

Healthcare Unstructured Data Government Machine Learning 102

Snowflake

NOVEMBER 2, 2023

Rather than defining schema upfront, a user can decide which data and schema they need for their use case. Snowflake has long supported semi-structured data types and file formats like JSON, XML, Parquet, and more recently storage and processing of unstructured data such as PDF documents, images, videos, and audio files.

Data Lake 115

Data Lake Data Warehouse Cloud Unstructured Data 115

Cloudera

MAY 14, 2024

This form of hybrid also goes a level deeper than one may find in a standard hybrid cloud, accounting for the entirety of the data lifecycle, whether that’s the point of ingestion, warehousing, or machine learning—even when that end-to-end data lifecycle is split between entirely different environments. Data comes in many forms.

Cloud 99

Cloud Data Governance Unstructured Data Data Architecture 99

Cloudera

OCTOBER 29, 2020

Data comes in different forms and speeds, that’s why CDP offers the right mechanisms to ingest, store, and query based on the characteristics of data. And for text and unstructured data, Solr can help index and query them and Hbase can power real-time applications.

Machine Learning 111

Machine Learning Data Warehouse Unstructured Data Government 111

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 112

IT Unstructured Data Data Architecture Government 112

Cloudera

AUGUST 13, 2021

Every enterprise is trying to collect and analyze data to get better insights into their business. Whether it is consuming log files, sensor metrics, and other unstructured data, most enterprises manage and deliver data to the data lake and leverage various applications like ETL tools, search engines, and databases for analysis.

Data Pipeline 111

Data Pipeline Data Lake ETL Tools Unstructured Data 111

Cloudera

NOVEMBER 10, 2020

There is also excellent tooling for introspecting a query in case it does not perform the way you expected it to – following the query parser steps and DAG of various queries, as well as comparing two queries side by side – but more about that in a future blog.

SQL 112

SQL Unstructured Data Hadoop Data Lake 112

Cloudera

JANUARY 5, 2021

Stay tuned to my next and last blog of this series in the retail space that will consider all possibilities when thinking how to reimagine stores. The post Maximizing Supply Chain Agility through the “Last Mile” Commitment appeared first on Cloudera Blog. Additional retail content can be found at our retail resource kit .

Retail 91

Retail Unstructured Data Big Data Machine Learning 91

Cloudera

OCTOBER 28, 2020

To start, they look to traditional financial services data, combining and correlating account activity, borrowing history, core banking, investments, and call center data. However, the bank’s federated data marts gave each business only enough data to substantiate its own business.

Unstructured Data 74

Unstructured Data Banking Machine Learning Media 74

Snowflake

MAY 9, 2024

It started when one capable model suited for text gained mainstream attention, and now, less than 18 months later, there is a long list of commercial and open-source gen AI models are now available, alongside new multimodal models that also understand images and other unstructured data.

Unstructured Data 121

Unstructured Data Manufacturing Retail Data Warehouse 121

Cloudera

MARCH 17, 2023

I took the free version of ChatGPT on a test drive (in March 2023) and asked some simple questions on data lakehouse and its components. Hopefully this blog will give ChatGPT an opportunity to learn and correct itself while counting towards my 2023 contribution to social good. I thought this was a fairly comprehensive list.

Education 64

Education Unstructured Data Data Lake Data Warehouse 64

Data Engineering Weekly

JUNE 30, 2024

Try For Free → Astasia Myers & Eric Flaningam: The rise of AI data infrastructure The article discusses the emergence of AI data infrastructure as a critical area for innovation. It is a good reminder to the data industry that we need to solve the fundamentals of data engineering to utilize AI better.

Data Engineer 103

Data Engineer Data Engineering Engineering Unstructured Data 103

DoorDash Engineering

APRIL 26, 2023

The company is exploring the use of Generative AI, a subset of Artificial Intelligence that generates novel content based on existing data, and how it can be implemented effectively with consideration for the privacy and security of personal information. In fact, we used generative AI to help edit this blog post!

Food 98

Food Unstructured Data Deep Learning SQL 98

Data Engineering Weekly

SEPTEMBER 18, 2024

Decoupling of Storage and Compute : Data lakes allow observability tools to run alongside core data pipelines without competing for resources by separating storage from compute resources. This opens up new possibilities for monitoring and diagnosing data issues across various sources.

Data Lake 98

Data Lake Data Pipeline Unstructured Data Data 98

Cloudera

DECEMBER 11, 2020

As mentioned in my previous blog on the topic , the recent shift to remote working has seen an increase in conversations around how data is managed. It established a data governance framework within its enterprise data lake. The post 2020 Data Impact Award Winner Spotlight: Merck KGaA appeared first on Cloudera Blog.

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

phData: Data Engineering

NOVEMBER 1, 2024

In an effort to better understand where data governance is heading, we spoke with top executives from IT, healthcare, and finance to hear their thoughts on the biggest trends, key challenges, and what insights they would recommend. This blog is a collection of those insights, but for the full trendbook, we recommend downloading the PDF.

Government 52

Government Data Governance Finance Metadata 52

Cloudera

OCTOBER 7, 2021

In this blog, I will demonstrate the value of Cloudera DataFlow (CDF) , the edge-to-cloud streaming data platform available on the Cloudera Data Platform (CDP) , as a Data integration and Democratization fabric. The post How Cloudera Data Flow Enables Successful Data Mesh Architectures appeared first on Cloudera Blog.

Architecture 124

Architecture Metadata Kafka Government 124

Cloudera

JANUARY 28, 2022

The question of the data to use will include the basics of transactional and enterprise data sources, but should expand to broader questions that will further shape the deployment strategy including third-party data, the need for real-time and/or unstructured data, ML and AI tools, etc.

Cloud 115

Cloud Banking Data Governance Government 115