Snowflake

NOVEMBER 11, 2024

However, scaling LLM data processing to millions of records can pose data transfer and orchestration challenges, easily addressed by the user-friendly SQL functions in Snowflake Cortex. With these functions, teams can run tasks such as semantic filters and joins across unstructured data sets using familiar SQL syntax.

Unstructured Data 80

Unstructured Data SQL AWS Healthcare 80

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 95

Data Collection Data Lake Unstructured Data Retail 95

Cloudera

NOVEMBER 10, 2020

Two of the more painful things in your everyday life as an analyst or SQL worker are not getting easy access to data when you need it, or not having easy to use, useful tools available to you that don’t get in your way! HUE’s table browser, with built-in data sampling. Efficient Query Design. Optimization as you go.

SQL 113

SQL Unstructured Data Hadoop Data Lake 113

Cloudera

JANUARY 28, 2022

Then there are the more extensive discussions – scrutiny of the overarching, data strategy questions related to privacy, security, data governance /access and regulatory oversight. These are not straightforward decisions, especially when data breaches always hit the top of the news headlines.

Cloud 116

Cloud Banking Data Governance Government 116

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 113

IT Unstructured Data Data Architecture Government 113

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. Toolsets and strategies have had to shift to ensure controlled access to data. This is what really stood out about the finalists of the Data Security and Governance category.

Data Lake 98

Data Lake Government Data Security Unstructured Data 98

Cloudera

JULY 29, 2021

Securely protecting healthcare data is critical for your organization’s success, whether data is ingested, streamed and stored in a data platform that runs in the public, private or hybrid cloud. Public, private, hybrid or on-premise data management platform. Be The Change. Security and governance in a hybrid environment.

Healthcare 103

Healthcare Unstructured Data Government Machine Learning 103

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 100

Cloud Data Governance Unstructured Data Data Architecture 100

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. What are you waiting for?

Data Engineering 57

Data Engineering Data Engineer Engineering Unstructured Data 57

Cloudera

JANUARY 5, 2021

The retailer leveraged Cloudera to build an analytics solution for fulfillment delivery that allowed for advanced analytic modeling, A/B testing, and optimization by improved data access of omnichannel orders, logistics, and delivery capacity. Additional retail content can be found at our retail resource kit .

Retail 92

Retail Unstructured Data Big Data Machine Learning 92

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

SEPTEMBER 9, 2022

Imagine having self-service access to all business data, anywhere it may be, and being able to explore it all at once. Imagine quickly answering burning business questions nearly instantly, without waiting for data to be found, shared, and ingested. An architectural innovation: Cloudera Data Platform (CDP) and Apache Iceberg.

Architecture 103

Architecture Metadata Machine Learning Unstructured Data 103

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. While Rabobank has always had access to this data, drawing meaningful insight from it was a different matter. .

Unstructured Data 74

Unstructured Data Banking Machine Learning Media 74

Cloudera

OCTOBER 26, 2020

To learn more, check out the blog post here. . Attribute-based access control and SparkSQL fine-grained access control. Lineage and chain of custody, advanced data discovery and business glossary. Store and access schemas across clusters and rebalance clusters with Cruise Control. Ranger 2.0.

Certification 88

Certification Cloud Kafka Unstructured Data 88

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 95

Data Lake Data Warehouse Cloud Unstructured Data 95

Cloudera

MARCH 17, 2023

Hopefully this blog will give ChatGPT an opportunity to learn and correct itself while counting towards my 2023 contribution to social good. The one key component that is missing is a common, shared table format, that can be used by all analytic services accessing the lakehouse data.

Education 65

Education Unstructured Data Data Lake Data Warehouse 65

Cloudera

SEPTEMBER 17, 2020

By enabling their event analysts to monitor and analyze events in real time, as well as directly in their data visualization tool, and also rate and give feedback to the system interactively, they increased their data to insight productivity by a factor of 10. . Our solution: Cloudera Data Visualization.

Data Warehouse 82

Data Warehouse Unstructured Data Pharmaceutical MySQL 82

Cloudera

NOVEMBER 15, 2024

Unstructured data not ready for analysis: Even when defenders finally collect log data, it’s rarely in a format that’s ready for analysis. Cyber logs are often unstructured or semi-structured, making it difficult to derive insights from them.

Metadata 85

Metadata Unstructured Data Data Lake Government 85

Snowflake

JUNE 28, 2023

By bringing compute closer to the data businesses can eliminate data silos, address security and governance challenges, and optimize operations, leading to enhanced efficiency, all while avoiding the management overhead associated with additional systems and infrastructure.

Python 52

Python Accessibility Accessible Pipeline-centric 52

Cloudera

FEBRUARY 7, 2023

Financial inclusion, defined as the availability and accessibility of financial services to underserved communities, is a critical issue facing the banking industry today. Access to financial services and credit can help lift individuals and entire underserved communities out of poverty. According to the World Bank, 1.7

Banking 77

Banking Technology Insurance Unstructured Data 77

Cloudera

SEPTEMBER 15, 2022

Structured data (such as name, date, ID, and so on) will be stored in regular SQL databases like Hive or Impala databases. There are also newer AI/ML applications that need data storage, optimized for unstructured data using developer friendly paradigms like Python Boto API. Ranger policies.

Systems 88

Systems Hadoop Metadata Telecommunication 88

Cloudera

SEPTEMBER 12, 2022

Organizations don’t know what they have anymore and so can’t fully capitalize on it — the majority of data generated goes unused in decision making. And second, for the data that is used, 80% is semi- or unstructured. Both obstacles can be overcome using modern data architectures, specifically data fabric and data lakehouse.

Unstructured Data 76

Unstructured Data Data Lake Data Architecture Data 76

Cloudera

FEBRUARY 15, 2024

Some of the key benefits of a modern data architecture for regulatory compliance include: Enhanced data governance and compliance: Modern data architecture incorporates data governance practices and security controls to ensure data privacy, regulatory compliance, and protection against unauthorized access or breaches.

Insurance 89

Insurance Banking Data Architecture Data Ingestion 89

Cloudera

JULY 26, 2021

In fact, data product development introduces an additional requirement that wasn’t as relevant in the past as it is today: That of scalability in permissioning and authorization given the number and multitude of different roles of data constituents, both internal and external accessing a data product.

Generalist 119

Generalist Telecommunication Healthcare Data Science 119

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 Datasets 98

Cloudera

SEPTEMBER 9, 2020

This blog post will present a simple “hello world” kind of example on how to get data that is stored in S3 indexed and served by an Apache Solr service hosted in a Data Discovery and Exploration cluster in CDP. We will only cover AWS and S3 environments in this blog. You have CLI access to that cluster.

AWS 85

AWS Data Unstructured Data Hadoop 85

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

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. Watch my short video to hear more about how we enable advancements in underwriting with data.

Insurance 98

Insurance Transportation Unstructured Data Manufacturing 98

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 75

Banking Education Unstructured Data Algorithm 75

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). What does DDE entail? Provides perimeter security.

Cloud Storage 71

Cloud Storage Unstructured Data AWS Analytics Application 71

Cloudera

OCTOBER 5, 2023

However, many organizations have data silos, for instance when each department’s data is historically stored in disparate locations. Additionally, structured and unstructured data is often separate. By eliminating data silos, your data insights enable smarter and more accurate business decisions.

Data Governance 85

Data Governance Unstructured Data Government High Quality Data 85

Cloudera

APRIL 20, 2021

In today’s demand for more business and customer intelligence, companies collect more varieties of data — clickstream logs, geospatial data, social media messages, telemetry, and other mostly unstructured data. appeared first on Cloudera Blog. What are the advantages of Streaming Analytics?

Kafka 96

Kafka Hospitality Retail Data Ingestion 96

Cloudera

DECEMBER 19, 2023

Limit access and capabilities initially. Ensure you can trust your data by using only diverse, high-quality training data that represents different demographics and viewpoints. Trust your data. Enterprise AI | Cloudera The post Optimizing the Value of AI Solutions for the Public Sector appeared first on Cloudera Blog.

Government 92

Government Education Unstructured Data Algorithm 92

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. Ready to dive deeper into gen AI?

Unstructured Data 97

Unstructured Data Manufacturing Retail Data Warehouse 97

DataKitchen

APRIL 13, 2021

Read the complete blog below for a more detailed description of the vendors and their capabilities. This is not surprising given that DataOps enables enterprise data teams to generate significant business value from their data. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers.

Consulting 124

Consulting Machine Learning Data Science Data Pipeline 124

Cloudera

NOVEMBER 17, 2022

While Cloudera CDH was already a success story at HBL, in 2022, HBL identified the need to move its customer data centre environment from Cloudera’s CDH to Cloudera Data Platform (CDP) Private Cloud to accommodate growing volumes of data. Smooth, hassle-free deployment in just six weeks. See other customers’ success here

Banking 86

Banking Management Data Lake Professional Services 86