Snowflake

MARCH 19, 2025

Explore AI and unstructured data processing use cases with proven ROI: This year, retailers and brands will face intense pressure to demonstrate tangible returns on their AI investments.

Retail 96

Retail Media Entertainment Unstructured Data 96

Monte Carlo

OCTOBER 31, 2024

Key Differences Between AI Data Engineers and Traditional Data Engineers While traditional data engineers and AI data engineers have similar responsibilities, they ultimately differ in where they focus their efforts. Challenges Faced by AI Data Engineers Just because “AI” involved doesn’t mean all the challenges go away!

Data Engineer 52

Data Engineer Data Engineering Engineering Unstructured Data 52

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 Engineer 57

Data Engineer Data Engineering Engineering Unstructured Data 57

Data Engineering Podcast

NOVEMBER 27, 2022

With the growing application of data formats such as graphs and vectors, what do you see as the role of Arrow and its ideas in those use cases? For workflows that rely on integrating structured and unstructured data, what are the options for interaction with non-tabular data? images, documents, etc.)

Data Process 100

Data Process Process Metadata Business Intelligence 100

Edureka

AUGUST 2, 2023

Raw data, however, is frequently disorganised, unstructured, and challenging to work with directly. Data processing analysts can be useful in this situation. Let’s take a deep dive into the subject and look at what we’re about to study in this blog: Table of Contents What Is Data Processing Analysis?

Data Process 52

Data Process Process Data Cleanse Data Mining 52

phData: Data Engineering

NOVEMBER 8, 2024

With the collective power of the open-source community, Open Table Formats remain at the cutting edge of data architecture, evolving to support emerging trends and addressing the limitations of previous systems. They also support ACID transactions, ensuring data integrity and stored data reliability.

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Snowflake

JULY 10, 2023

“California Air Resources Board has been exploring processing atmospheric data delivered from four different remote locations via instruments that produce netCDF files. 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

Snowflake

FEBRUARY 13, 2025

Customers can accelerate the procurement of data and apps with the ability to purchase directly via Snowflake Marketplace and can even use existing Snowflake capacity commitments. Interoperable storage: Snowflake enables customers to access and process structured, semi-structured and unstructured data seamlessly, without silos or delays.

Management 93

Management Government Cloud Unstructured Data 93

Data Engineering Weekly

JANUARY 12, 2025

link] Gradient Flow: Paradigm Shifts in Data Processing for the Generative AI Era data processing pipelines haven't kept pace with the rapid advancement of AI models The article highlights the growing importance of preprocessing data pipelines, but the pipeline processing techniques do not match the demand.

Pipeline-centric 57

Pipeline-centric Data Engineer Data Engineering Engineering 57

Data Engineering Weekly

JULY 14, 2024

[link] Sponsored: 7/25 Amazon Bedrock Data Integration Tech Talk Streamline & scale data integration to and from Amazon Bedrock for generative AI applications. Senior Solutions Architect at AWS) Learn about: Efficient methods to feed unstructured data into Amazon Bedrock without intermediary services like S3.

Data Engineer 98

Data Engineer Data Engineering Engineering Unstructured Data 98

Data Engineering Weekly

JUNE 24, 2024

A few highlights from the report Unstructured data goes mainstream. Question to the readers, what do you think of the current state of real-time data processing engines? link] Influx Data: How Good is Parquet for Wide Tables (Machine Learning Workloads) Really? AI-driven code development is going mainstream now.

Data Engineer 109

Data Engineer Data Engineering Engineering Google Cloud 109

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.

Cloud 105

Cloud Unstructured Data Metadata Government 105

Snowflake

JANUARY 18, 2024

A robust, flexible architecture Snowflake’s unique architecture is designed to handle the full volume, velocity and variety of data without making manufacturers deal with downtime for upgrades or compute changes. In addition, Snowflake is cloud-agnostic and can be moved to and from different cloud environments.

Manufacturing 111

Manufacturing Unstructured Data Cloud Architecture 111

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

APRIL 8, 2024

BigGeo BigGeo accelerates geospatial data processing by optimizing performance and eliminating challenges typically associated with big data. It deploys gen AI components as containers on Snowpark Container Services, close to the customer’s data.

Pipeline-centric 131

Pipeline-centric Food Healthcare Unstructured Data 131

Snowflake

NOVEMBER 29, 2023

Figure 2: Questions answered by precision medicine Snowflake and FAIR in the world of precision medicine and biomedical research Cloud-based big data technologies are not new for large-scale data processing. A conceptual architecture illustrating this is shown in Figure 3.

Metadata 117

Metadata Healthcare Medical Data Storage 117

Towards Data Science

OCTOBER 7, 2023

Build more efficient workflows for knowledge workers Across industries, companies are driving early generative AI use cases by automating and simplifying time-intensive processes for knowledge workers. Let’s explore how a few key sectors are putting gen AI to use.

Unstructured Data 98

Unstructured Data Finance SQL Database 98

Data Engineering Weekly

DECEMBER 16, 2024

Vector Search and Unstructured Data Processing Advancements in Search Architecture In 2024, organizations redefined search technology by adopting hybrid architectures that combine traditional keyword-based methods with advanced vector-based approaches.

Data Engineer 62

Data Engineer Data Engineering Engineering Unstructured Data 62

Snowflake

SEPTEMBER 7, 2023

select chatGPT('Create a SQL statement to find all the stores that have more than 100 customers per day in Washington'); How to get started You can get started with unstructured data processing by following usage instructions in our documentation and quickstart guide, which includes step-by-step setup instructions.

Amazon Web Services 134

Amazon Web Services AWS Government Python 134

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. This reduces manual effort and improves the accuracy and speed of data processing.

Food 98

Food Unstructured Data Deep Learning SQL 98

Knowledge Hut

MAY 3, 2024

Cluster Computing: Efficient processing of data on Set of computers (Refer commodity hardware here) or distributed systems. It’s also called a Parallel Data processing Engine in a few definitions. Spark is utilized for Big data analytics and related processing. Happy Learning!!!

Hadoop 98

Hadoop Scala Healthcare Big Data 98

Snowflake

SEPTEMBER 21, 2023

The data driving the provider’s application is stored and processed in the provider’s own Snowflake account. Beyond delivering powerful analytical experiences, providers differentiate their products by offering live, ready-to-query data to their customers through the Snowflake Data Cloud.

Google Cloud 114

Google Cloud Unstructured Data Technology Data 114

Data Engineering Weekly

SEPTEMBER 18, 2024

The Rise of Data Observability Data observability has become increasingly critical as companies seek greater visibility into their data processes. This growing demand has found a natural synergy with the rise of the data lake.

Data Lake 98

Data Lake Data Pipeline Unstructured Data Data 98

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

Cloudera

OCTOBER 26, 2020

Relevance-based text search over unstructured data (text, pdf,jpg, …). Ability to query high volumes of data (“big data”) in large clusters. Integration with Kudu for fast data and ranger for policies. Virtual private clusters. Automated wire encryption setup. Fine-grained RBAC for administrators.

Certification 87

Certification Cloud Kafka Unstructured Data 87

Towards Data Science

MAY 3, 2023

VDK helps you easily perform complex operations, such as data ingestion and processing from different sources, using SQL or Python. You can use VDK to build data lakes and ingest raw data extracted from different sources, including structured, semi-structured, and unstructured data.

Data Lake 98

Data Lake SQL Data Data Warehouse 98

Snowflake

APRIL 10, 2023

We transform unstructured data, such as text, images, and videos, into semantic fingerprints. From there, we can process information not unlike how humans do. The difference between semantha and humans is semantha processes data in seconds instead of months.” As a Snowflake partner, it was another natural choice.

Unstructured Data 59

Unstructured Data Manufacturing Insurance Government 59

Cloudera

NOVEMBER 22, 2021

Open source frameworks such as Apache Impala, Apache Hive and Apache Spark offer a highly scalable programming model that is capable of processing massive volumes of structured and unstructured data by means of parallel execution on a large number of commodity computing nodes. .

Hadoop 94

Hadoop Government Data Security Cloud 94

Cloudera

OCTOBER 7, 2021

A data mesh can be defined as a collection of “nodes”, typically referred to as Data Products, each of which can be uniquely identified using four key descriptive properties: .

Architecture 124

Architecture Metadata Kafka Government 124

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?

Cloud Storage 71

Cloud Storage Unstructured Data AWS Analytics Application 71

Snowflake

JUNE 5, 2024

Comparison of Snowflake Copilot and Cortex Analyst Cortex Search: Deliver efficient and accurate enterprise-grade document search and chatbots Cortex Search is a fully managed search solution that offers a rich set of capabilities to index and query unstructured data and documents.

Coding 115

Coding Building Management Government 115

Monte Carlo

OCTOBER 4, 2023

Build more efficient workflows for knowledge workers Across industries, companies are driving early generative AI use cases by automating and simplifying time-intensive processes for knowledge workers. Let’s explore how a few key sectors are putting gen AI to use.

Unstructured Data 72

Unstructured Data Finance SQL Database 72

Towards Data Science

DECEMBER 4, 2023

We’ll build a data architecture to support our racing team starting from the three canonical layers : Data Lake, Data Warehouse, and Data Mart. Data Lake A data lake would serve as a repository for raw and unstructured data generated from various sources within the Formula 1 ecosystem: telemetry data from the cars (e.g.

Data Engineer 98

Data Engineer Data Engineering Engineering Data Lake 98

Cloudera

FEBRUARY 15, 2024

Scalability and future-proofing: Modern data architecture offers robust data integration capabilities, allowing efficient and real-time data ingestion from various sources, including structured databases, unstructured data, streaming data, and external data feeds.

Insurance 88

Insurance Banking Data Architecture Data Ingestion 88

U-Next

MARCH 1, 2023

Being a hybrid role, Data Engineer requires technical as well as business skills. They build scalable data processing pipelines and provide analytical insights to business users. A Data Engineer also designs, builds, integrates, and manages large-scale data processing systems.

Data Engineer 75

Data Engineer Data Engineering Non-relational Database Engineering 75

Knowledge Hut

APRIL 25, 2024

Big data vs machine learning is indispensable, and it is crucial to effectively discern their dissimilarities to harness their potential. Big Data vs Machine Learning Big data and machine learning serve distinct purposes in the realm of data analysis. It focuses on collecting, storing, and processing extensive datasets.

Machine Learning 52

Machine Learning Big Data Unstructured Data Data Mining 52

Monte Carlo

OCTOBER 10, 2024

Let’s dive into the responsibilities, skills, challenges, and potential career paths for an AI Data Quality Analyst today. Table of Contents What Does an AI Data Quality Analyst Do? Handling unstructured data Many AI models are fed large amounts of unstructured data, making data quality management complex.

Unstructured Data 52

Unstructured Data Google Cloud Machine Learning ETL Tools 52