Monte Carlo

JUNE 27, 2023

He then announced Unifeid Iceberg Tables: a single mode to interact with external data with no tradeoffs whether or not the coordination of changes writes happens by Snowflake or a different system. Document AI Christian’s next announcement may have been the buzziest of the buzzy: Snowflake’s Document AI.

Data Lake 59

Data Lake Government SQL Unstructured Data 59

Snowflake

SEPTEMBER 7, 2023

We are excited to announce the public preview of External Access, which enables customers to reach external endpoints from Snowpark seamlessly and securely. With this announcement, External Access is in public preview on Amazon Web Services (AWS) regions.

Amazon Web Services 122

Amazon Web Services AWS Government Python 122

Data Engineering Weekly

JULY 21, 2024

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. Vimeo discusses its Retrieval-Augmented Generation (RAG) system design for building a knowledge management system.

Data Engineering 119

Data Engineering Data Engineer Engineering Generalist 119

Snowflake

JULY 10, 2023

With this new Snowpark capability, data engineers and data scientists can process any type of file directly in Snowflake, regardless if files are stored in Snowflake-managed storage or externally. Previously, working with these large and complex files would require a unique set of tools, creating data silos. ” U.S.

Unstructured Data 40

Unstructured Data Python Process Scala 40

AltexSoft

OCTOBER 25, 2021

Its deep learning natural language processing algorithm is best in class for alleviating clinical documentation burnout, which is one of the main problems of healthcare technology. This allows machines to extract value even from unstructured data. Healthcare organizations generate a lot of text data. Source: Linguamatics.

Medical 52

Medical Healthcare Process Hospitality 52

Snowflake

NOVEMBER 2, 2023

For example, customers who need a centralized store of data in large volume and variety – including JSON, text files, documents, images, and video – have built their data lake with Snowflake. Rather than defining schema upfront, a user can decide which data and schema they need for their use case.

Data Lake 97

Data Lake Data Warehouse Cloud Unstructured Data 97

Snowflake

JUNE 5, 2024

It provides access to industry-leading large language models (LLMs), enabling users to easily build and deploy AI-powered applications. By using Cortex, enterprises can bring AI directly to the governed data to quickly extend access and governance policies to the models. Our state-of-the-art hybrid search enables better results.

Coding 93

Coding Building Management Government 93

Monte Carlo

FEBRUARY 12, 2024

Today, this first-party data mostly lives in two types of data repositories. If it is structured data then it’s often stored in a table within a modern database, data warehouse or lakehouse. If it’s unstructured data, then it’s often stored as a vector in a namespace within a vector database.

Database 72

Database Unstructured Data Data Pipeline Metadata 72

Snowflake

OCTOBER 26, 2023

But while the potential is theoretically limitless, there are a number of data challenges and risks HCLS executives need to be aware of when using AI that can create new content. Here’s how the right data strategy can help you get past the hazards and hurdles to implementing gen AI.

Healthcare 89

Healthcare Unstructured Data High Quality Data Medical 89

Snowflake

NOVEMBER 4, 2024

Hear Dr. Andrew Ng talk about AI, agents and how to mobilize unstructured data Prominent AI researcher, founder of DeepLearning.AI Andrew Ng talk about AI, agents and how to mobilize unstructured data Prominent AI researcher, founder of DeepLearning.AI You’ll discover the beauty of RAG (Fewer hallucinations! Efficiency!)

Unstructured Data 90

Unstructured Data Python Data Pipeline Machine Learning 90

Team Data Science

FEBRUARY 23, 2021

For instance, it occurs when a restaurant creates a digital version of a printed menu, so customers can scan a QR code and access it via a browser [ , 6 ]. But humans quickly started to figure out how to print documents, play games, exchange emails, listen to music, read the news, buy products and much more.

Business Intelligence 130

Business Intelligence Food Unstructured Data Relational Database 130

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. Help me solve the problem that I have.

Unstructured Data 100

Unstructured Data Manufacturing Retail Data Warehouse 100

Snowflake

JUNE 13, 2024

Bringing in batch and streaming data efficiently and cost-effectively Ingest and transform batch or streaming data in <10 seconds: Use COPY for batch ingestion, Snowpipe to auto-ingest files, or bring in row-set data with single-digit latency using Snowpipe Streaming.

Data Ingestion 94

Data Ingestion MySQL PostgreSQL Data Pipeline 94

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. I never thought of PDF as a self-contained document database, but that seems a reality that we can’t deny. What are you waiting for?

Data Engineering 59

Data Engineering Data Engineer Engineering Unstructured Data 59

Data Engineering Podcast

SEPTEMBER 14, 2020

Tree Schema is a data catalog that is making metadata management accessible to everyone. With Tree Schema you can create your data catalog and have it fully populated in under five minutes when using one of the many automated adapters that can connect directly to your data stores.

Process 100

Process Unstructured Data Metadata Data Engineering 100

ProjectPro

FEBRUARY 8, 2023

AWS Glue Architecture and Components Source: AWS Glue Documentation AWS Glue Data Catalog Data Catalog is a massively scalable grouping of tables into databases. By using AWS Glue Data Catalog, multiple systems can store and access metadata to manage data in data silos. doesn't match the classifier.

AWS 98

AWS Scala Metadata Data Lake 98

Snowflake

JUNE 28, 2023

To make it even easier and secure for customers to take advantage of leading LLMs, Snowpark Container Services can be used as part of a Snowflake Native App , so customers will be able to get direct access to leading LLMs via the Snowflake Marketplace and installed to run entirely in their Snowflake accounts. See it in action here.

Pipeline-centric 77

Pipeline-centric Unstructured Data Data Government 77

Cloudera

OCTOBER 28, 2021

Commercial Lines insurers generally do not analyze the full range of their data, nor do they always have the right processes and technology in place to enable the collection, storage, and analysis to operationalize the data. Here’s where Commercial Lines must catch up in order to move from laggards to leaders again.

Insurance 102

Insurance Transportation Unstructured Data Manufacturing 102

Cloudera

NOVEMBER 18, 2021

By adopting a custom developed application based on the Cloudera ecosystem, Carrefour has combined the legacy systems into one platform which provides access to customer data in a single data lake. Data for Good.

Banking 82

Banking Data Lake Telecommunication Data 82

Cloudera

NOVEMBER 14, 2023

Of the many things one might take for granted, access to banking and financial services may not immediately come to mind. billion adults worldwide who do not have access to formal financial services, it is very real and presents massive challenges to driving economic development and poverty reduction.

Banking 80

Banking Education Unstructured Data Algorithm 80

DoorDash Engineering

APRIL 26, 2023

Extraction of structured information Another strength of Generative AI is to understand unstructured data and parse it into a more structured format. Enhancement of employee productivity Generative AI can be used to accelerate DoorDash employees’ productivity by automating tasks such as SQL writing, and document drafting.

Food 98

Food Unstructured Data Deep Learning SQL 98

Snowflake

DECEMBER 4, 2024

The next evolution in data is making it AI ready. For years, an essential tenet of digital transformation has been to make data accessible, to break down silos so that the enterprise can draw value from all of its data. Expect autonomous agents, document digestion and AI as its own killer app.

Unstructured Data 68

Unstructured Data Data Lake Deep Learning Structured Data 68

Cloudera

NOVEMBER 25, 2020

The challenges Matthew and his team are facing are mainly about access to a multitude of data sets, of various types and sources, with ease and ad-hoc, and their ability to deliver data-driven and confident outcomes. . Most of their research data is unstructured and has a lot of variety. Challenges Ahead.

Data Warehouse 60

Data Warehouse Unstructured Data Medical Pharmaceutical 60

Snowflake

APRIL 10, 2023

semantha goes beyond simply comparing text to drive document-driven processes—it understands the meaning within words in more than 50 languages simultaneously. We transform unstructured data, such as text, images, and videos, into semantic fingerprints. There is no way to analyze all the documents manually.

Unstructured Data 59

Unstructured Data Manufacturing Insurance Government 59

Cloudera

SEPTEMBER 1, 2020

DDE also makes it much easier for application developers or data workers to self-service and get started with building insight applications or exploration services based on text or other unstructured data (i.e. data best served through Apache Solr). Stores source documents. What does DDE entail?

Cloud Storage 72

Cloud Storage Unstructured Data AWS Analytics Application 72

Towards Data Science

APRIL 6, 2023

Data types : Anomaly detection looks different depending on if the data is structured, semi-structured, or unstructured, so it’s important to know what you’re working with. When it comes to detecting anomalies in unstructured data (e.g., What does each column represent? How are they queried or transformed?

Unstructured Data 76

Unstructured Data Metadata Data Coding 76

Snowflake

NOVEMBER 11, 2024

At BUILD 2024, we announced several enhancements and innovations designed to help you build and manage your data architecture on your terms. Ingest data more efficiently and manage costs For data managed by Snowflake, we are introducing features that help you access data easily and cost-effectively.

Data Architecture 85

Data Architecture Architecture Data Lake Kafka 85

Cloudera

JUNE 12, 2024

Additionally, AI and robotic process automation (RPA) improve operational efficiency by automating repetitive tasks like data entry, document processing, and report generation. This includes robust encryption, stringent access controls and advanced anonymization techniques to ensure financial data remains secure.

Finance 83

Finance Portfolio Government Unstructured Data 83

Workfall

MARCH 21, 2023

SurrealDB is a serverless document-graph web database that is flexible, developer-friendly, and fully ACID transactional. SurrealDB claims to be the ultimate cloud database for all types of applications, according to the documentation. This means that users can only see or edit the data to which they have been granted access.

PostgreSQL 68

PostgreSQL NoSQL Database Unstructured Data 68

Data Engineering Podcast

NOVEMBER 27, 2022

Summary The data ecosystem has been growing rapidly, with new communities joining and bringing their preferred programming languages to the mix. This has led to inefficiencies in how data is stored, accessed, and shared across process and system boundaries. images, documents, etc.) images, documents, etc.)

Data Process 100

Data Process Process Metadata Business Intelligence 100

Cloudera

JUNE 25, 2021

Using easy-to-define policies, Replication Manager solves one of the biggest barriers for the customers in their cloud adoption journey by allowing them to move both tables/structured data and files/unstructured data to the CDP cloud of their choice easily. The Replication Manager support matrix is documented in our public docs.

Cloud 74

Cloud Data Lake Cloud Storage Metadata 74

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 ofbuilding high-quality RAG applications From the beginning, Snowflake’s mission has been to empower customers to extract more value from their data.

Unstructured Data 52

Unstructured Data Metadata Government Database 52

Cloudera

AUGUST 16, 2021

Hundreds of built-in processors make it easy to connect to any application and transform data structures or data formats as needed. Since it supports both structured and unstructured data for streaming and batch integrations, Apache NiFi is quickly becoming a core component of modern data pipelines.

Cloud 122

Cloud Unstructured Data Utilities Metadata 122

AltexSoft

FEBRUARY 11, 2023

What’s more, investing in data products, as well as in AI and machine learning was clearly indicated as a priority. This suggests that today, there are many companies that face the need to make their data easily accessible, cleaned up, and regularly updated. This privacy law must be kept in mind when building data architecture.

Data Architect 87

Data Architect Certification Generalist Big Data 87

Cloudera

JUNE 4, 2018

That’s the equivalent of 1 petabyte ( ComputerWeekly ) – the amount of unstructured data available within our large pharmaceutical client’s business. Then imagine the insights that are locked in that massive amount of data. This enables data hub users to quickly access up-to-date content across the enterprise.

Pharmaceutical 48

Pharmaceutical Unstructured Data Electronics Metadata 48

AltexSoft

JUNE 26, 2023

Data collection revolves around gathering raw data from various sources, with the objective of using it for analysis and decision-making. It includes manual data entries, online surveys, extracting information from documents and databases, capturing signals from sensors, and more.

Data Collection 52

Data Collection Machine Learning Unstructured Data Non-relational Database 52

Precisely

SEPTEMBER 6, 2023

The Rise of Unstructured Data Governing structured data is relatively easy. It’s a fairly simple proposition to define the attributes of the data and detect records that fail to meet expectations. The same does not hold true for unstructured data. Unstructured data contains many quality dimensions.

Data Governance 52

Data Governance Big Data Government Unstructured Data 52