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

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

Data Engineering Podcast

AUGUST 14, 2021

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. Satori has built the first DataSecOps Platform that streamlines data access and security.

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Unstructured Data Machine Learning Data Lake SQL 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. I never thought of PDF as a self-contained document database, but that seems a reality that we can’t deny.

Data Engineering 58

Data Engineering Data Engineer Engineering Unstructured Data 58

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. Let’s dive into the tools necessary to become an AI data engineer. Let’s examine a few.

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?

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Unstructured Data NoSQL Hadoop Data Lake 59

Snowflake

APRIL 13, 2025

The need for agentic AI in data management Traditional data management methods are increasingly insufficient given the exponential data growth. Many enterprises face overwhelming data sources, from structured databases to unstructured social media feeds.

Data Management 80

Data Management Management Consulting Unstructured Data 80

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

Monte Carlo

MARCH 7, 2025

Unstructured data quality measures how well your non-tabular information meets the six critical dimensions of data quality : accuracy, completeness, integrity, validity, timeliness, and uniqueness. Heres what you need to knowand how you can start fixing your unstructured data issues today. The hidden costs?

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Unstructured Data Structured Data Data Database 52

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. Snowflake Unistore consolidates both into a single database so users get a drastically simplified architecture with less data movement and consistent security and governance controls.

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Data Architecture Architecture Data Lake Kafka 105

Data Engineering Podcast

JUNE 26, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode.

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Datasets Unstructured Data Metadata MongoDB 130

RandomTrees

NOVEMBER 25, 2024

One of the primary issues is data privacy. Telecom operators have a lot of sensitive information relating to customers on their databases, and employing AI in evaluating this data raises the question of how it is safeguarded. Overcoming Implementation Challenges The project faced some difficulties along the way.

Telecommunication 52

Telecommunication IT Unstructured Data Data Mining 52

Analytics Vidhya

FEBRUARY 25, 2023

Introduction A data lake is a centralized and scalable repository storing structured and unstructured data. The need for a data lake arises from the growing volume, variety, and velocity of data companies need to manage and analyze.

Cloud Storage 162

Cloud Storage Data Lake Cloud Unstructured Data 162

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.

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Management Government Cloud Unstructured Data 93

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.

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Unstructured Data Metadata Government SQL 132

Striim

APRIL 18, 2025

Many organizations struggle with: Inconsistent data formats : Different systems store data in varied structures, requiring extensive preprocessing before analysis. Siloed storage : Critical business data is often locked away in disconnected databases, preventing a unified view.

High Quality Data 52

High Quality Data Business Intelligence Unstructured Data Data Pipeline 52

Data Engineering Podcast

JUNE 19, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode.

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Metadata Unstructured Data MongoDB MySQL 130

Team Data Science

JANUARY 8, 2021

Big Data is a collection of large data sets, particularly from new sources, providing an array of possibilities for those who want to work with data and are enthusiastic about unraveling trends in rows of new, unstructured data.

Data Engineering 130

Data Engineering Data Engineer Engineering Unstructured Data 130

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.

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Unstructured Data Pharmaceutical Banking Manufacturing 93

phData: Data Engineering

NOVEMBER 8, 2024

A data lakehouse integrates the best features of a data lake and a data warehouse, creating a hybrid architecture that can manage structured and unstructured data using open data formats and allows users to access data using any tool. Amazon S3, Azure Data Lake, or Google Cloud Storage).

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Snowflake

NOVEMBER 1, 2023

They can also use and leverage Snowflake’s unified governance framework to seamlessly secure and manage access to their data. Cost-effective LLM-based models that are great for working with unstructured data: Answer Extraction (in private preview): Extract information from your unstructured data.

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Unstructured Data SQL Python Accessibility 126

Rockset

APRIL 18, 2023

Organizations have continued to accumulate large quantities of unstructured data, ranging from text documents to multimedia content to machine and sensor data. Comprehending and understanding how to leverage unstructured data has remained challenging and costly, requiring technical depth and domain expertise.

Unstructured Data 105

Unstructured Data Metadata Machine Learning SQL 105

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 Engineering 98

Data Engineering Data Engineer Engineering Unstructured Data 98

Snowflake

JUNE 13, 2024

But at Snowflake, we’re committed to making the first step the easiest — with seamless, cost-effective data ingestion to help bring your workloads into the AI Data Cloud with ease. Snowflake is launching native integrations with some of the most popular databases, including PostgreSQL and MySQL.

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Data Ingestion MySQL PostgreSQL Data Pipeline 115

Knowledge Hut

JULY 24, 2023

In this digital age, data is king, and how we manage, analyze, and harness its power is constantly evolving. Database management, once confined to IT departments, has become a strategic cornerstone for businesses across industries. In this blog, we will talk about the future of database management.

Database 52

Database NoSQL Management Relational Database 52

Monte Carlo

MARCH 3, 2025

The data + AI stack is actually four separate stacks coming together: structured data, unstructured data, AI and oftentimes the SaaS stack. Feedback Loops- One of the most common challenges inherent in data + AI applications is that evaluating the output is often subjective.

Unstructured Data 52

Unstructured Data Data Cloud Computing Banking 52

Cloudera

APRIL 1, 2024

We’re excited to share that Gartner has recognized Cloudera as a Visionary among all vendors evaluated in the 2023 Gartner® Magic Quadrant for Cloud Database Management Systems. Download the complimentary 2023 Gartner Magic Quadrant for Cloud Database Management Systems report.

Cloud 105

Cloud Unstructured Data Metadata Government 105

Data Engineering Podcast

JUNE 12, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode.

Metadata 100

Metadata Unstructured Data Business Intelligence MongoDB 100

Knowledge Hut

JULY 26, 2023

Database applications have become vital in current business environments because they enable effective data management, integration, privacy, collaboration, analysis, and reporting. Database applications also help in data-driven decision-making by providing data analysis and reporting tools.

Database 52

Database NoSQL MongoDB Telecommunication 52

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. In the data warehouse, the programming abstraction standard is around SQL and dataframes.

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Data Engineering Data Engineer Engineering Generalist 118

Towards Data Science

APRIL 6, 2023

Integrations : Your system should integrate with the core systems you already have, including databases, alerting (e.g., PagerDuty), and — if you have one — a data catalog (e.g., When it comes to detecting anomalies in unstructured data (e.g., SelectStar).

Unstructured Data 98

Unstructured Data Metadata Data Coding 98

Rockset

MARCH 22, 2022

Real-time analytics can be achieved in a number of ways, but approaches can generally be split into two camps: streaming analytics and analytics databases. Streaming analytics happens inline, as data is streamed from one place to another. Analytics happens continuously and in real time, as data is fed through the pipeline.

Database 52

Database Kafka Transportation Unstructured Data 52

Knowledge Hut

JULY 24, 2023

Recently, the advent of stream processing has unlocked the door for a new era in database technology. As a result, we can now analyze big chunks of data in real time, offering valuable opportunities and insights to make well-informed decisions. According to recent studies, the global database market will grow from USD 63.4

Database 52

Database SQL Process NoSQL 52

Towards Data Science

OCTOBER 7, 2023

Given LLMs’ capacity to understand and extract insights from unstructured data, businesses are finding value in summarizing, analyzing, searching, and surfacing insights from large amounts of internal information. Let’s explore how a few key sectors are putting gen AI to use.

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Unstructured Data Finance SQL Database 98

Data Engineering Podcast

FEBRUARY 24, 2019

Managing and auditing access to your servers and databases is a problem that grows in difficulty alongside the growth of your teams. Contact Info Website Pluralsight @henson_tm on Twitter Parting Question From your perspective, what is the biggest gap in the tooling or technology for data management today?

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Deep Learning Data Engineering Data Engineer Engineering 100

Snowflake

JUNE 4, 2024

Generative AI presents enterprises with the opportunity to extract insights at scale from unstructured data sources, like documents, customer reviews and images. It also presents an opportunity to reimagine every customer and employee interaction with data to be done via conversational applications.

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Data Security Machine Learning Unstructured Data SQL 121

Knowledge Hut

MAY 31, 2023

This is where database management systems come in handy. A database management system (DBMS) is a software system that helps organize, store and manage information efficiently. If you want to learn more about databases, check out Knowledgehut Database course. So, let's look at some top database project ideas.

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Database Coding MongoDB Project 52