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 91

Unstructured Data Pharmaceutical Banking Manufacturing 91

Cloudera

OCTOBER 26, 2020

Just like when it comes to data access in business. Enabling data access for end-users so they can drive insight and business value is a typical area of compromise between IT and users. Enabling data access for end-users so they can drive insight and business value is a typical area of compromise between IT and users.

Data Security 117

Data Security IT Unstructured Data Government 117

Data Engineering Podcast

JULY 31, 2022

Summary Data lineage is the roadmap for your data platform, providing visibility into all of the dependencies for any report, machine learning model, or data warehouse table that you are working with. Atlan is the metadata hub for your data ecosystem. Data lineage and metadata systems are a hot topic right now.

IT 100

IT Metadata MongoDB MySQL 100

Snowflake

FEBRUARY 6, 2024

Maverick replies, “The data on the MIG is inaccurate.” While flying may be more automated now, the importance of accurate and diverse data for aviation safety remains — and is likely even more critical. In two recent airplane accidents, automated systems aboard a Boeing 737 MAX made decisions based on inaccurate data.

Unstructured Data 106

Unstructured Data Retail Data Manufacturing 106

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 52

Unstructured Data SQL AWS Healthcare 52

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? Register for IMPACT today!

Data Engineer 57

Data Engineer Data Engineering Engineering Unstructured Data 57

Snowflake

NOVEMBER 4, 2024

With its focus on tools and capabilities that can immediately impact your day-to-day life and your long-term data strategies, BUILD will help boost your skill set and leave you inspired to create something new. Hear Dr. Andrew Ng talk about AI, agents and how to mobilize unstructured data Prominent AI researcher, founder of DeepLearning.AI

Unstructured Data 88

Unstructured Data Python Data Pipeline Machine Learning 88

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 113

Unstructured Data Metadata Government SQL 113

Snowflake

JUNE 28, 2023

Since its launch two years ago, Snowpark has been empowering data scientists, data engineers, and application developers to streamline their architectures, accelerate development, and boost the performance of data engineering and ML/AI workloads on Snowflake. General platform updates Multiple Python Version 3.9 & 3.10

Python 52

Python Accessibility Accessible Pipeline-centric 52

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? Bucket Layouts in Apache Ozone Interoperability between FS and S3 API Users can store their data in Apache Ozone and can access the data with multiple protocols.

Systems 103

Systems Hadoop Unstructured Data Media 103

AltexSoft

AUGUST 29, 2023

The term was coined by James Dixon , Back-End Java, Data, and Business Intelligence Engineer, and it started a new era in how organizations could store, manage, and analyze their data. This article explains what a data lake is, its architecture, and diverse use cases. What is a data lake? Who needs a data lake?

Data Lake 52

Data Lake Architecture IT Amazon Web Services 52

KDnuggets

MAY 15, 2023

Mojo Lang: The New Programming Language • Stop Doing this on ChatGPT and Get Ahead of the 99% of its Users • 3 Ways to Access GPT-4 for Free • 8 Open-Source Alternative to ChatGPT and Bard • Exploratory Data Analysis Techniques for Unstructured Data

Programming Language 103

Programming Language Programming Unstructured Data Data Analysis 103

Cloudera

NOVEMBER 15, 2024

The problem isn’t just the volume of the data, but also how difficult it is to manage and make sense of it. Cyber defenders struggle with: Too much data: Cybersecurity tools generate an overwhelming volume of log data, including Domain Name Service (DNS) records, firewall logs, and more.

Metadata 76

Metadata Unstructured Data Data Lake Government 76

Knowledge Hut

SEPTEMBER 22, 2023

Is Azure Data Engineer Certification Worth It? In my opinion, Azure Data Engineer Certification is definitely worth it for people who wish to make a career in this field. A profession in Azure data engineering can be satisfying even when it is challenging. How Long Does Microsoft Azure Data Engineer Certification Take?

Certification 52

Certification Data Engineer Data Engineering Engineering 52

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

Snowflake

NOVEMBER 1, 2023

For organizations to fully capitalize on this potential, it’s critical that everyone — not just those with AI expertise — is able to access and use generative AI. With just a single line of SQL or Python, analysts can instantly access specialized ML and LLM models tuned for specific tasks. These functions include the ones listed below.

Unstructured Data 109

Unstructured Data SQL Python Accessibility 109

Monte Carlo

FEBRUARY 12, 2024

To differentiate and expand the usefulness of these models, organizations must augment them with first-party data – typically via a process called RAG (retrieval augmented generation). Today, this first-party data mostly lives in two types of data repositories.

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 87

Healthcare Unstructured Data High Quality Data Medical 87

Knowledge Hut

NOVEMBER 16, 2023

The increased accessibility of online professional courses and authentic study resources has contributed significantly to bringing up the number of skilled workforces. More and more companies are focusing on hiring data scientists to help them unlock the true potential of their businesses and channelize maximum profits.

IT 52

IT Software Engineer Software Engineering Cloud Computing 52

Snowflake

SEPTEMBER 19, 2023

Why AI has everyone’s attention, what it means for different data roles, and how Alteryx and Snowflake are bringing AI to data use cases There’s a llama on the loose! With all the hoopla around AI, there’s a lot to get up to speed on—especially the implications this technology has for data analytics. Some takeaways?

Machine Learning 99

Machine Learning Unstructured Data Data Analytics Government 99

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. Data Versioning and Time Travel Open Table Formats empower users with time travel capabilities, allowing them to access previous dataset versions.

Architecture 52

Architecture Systems Data Lake Google Cloud 52

Knowledge Hut

JUNE 23, 2023

Real-time analytics analyses the input using machine learning algorithms and other automated technologies to convert an incoming data stream into usable information. Going for certifications in Data Engineer will help you manage the data generated to meet business goals. Who Uses Real-time Data Analytics?

Data Analytics 52

Data Analytics IT Transportation Analytics Architecture 52

Data Engineering Weekly

JULY 21, 2024

It addresses pre-training data issues and the challenges of fine-tuning with new knowledge, presenting methods for detecting hallucinations, such as retrieval-augmented evaluation and sampling-based detection. link] Klaviyo: Continuous Integration with dbt Adopting the devops principle in the analytical pipeline is every data team's quest.

Data Engineer 117

Data Engineer Data Engineering Engineering Generalist 117

Data Engineering Weekly

JUNE 24, 2024

A few highlights from the report Unstructured data goes mainstream. Bessemer publishes the Data + AI infrastructure market map to help companies understand the landscape and the key players. The blog details the classification model, training approach and historical data analysis. But it seems a complete rewrite.

Data Engineer 109

Data Engineer Data Engineering Engineering Google Cloud 109

Cloudera

NOVEMBER 15, 2024

The problem isn’t just the volume of the data, but also how difficult it is to manage and make sense of it. Cyber defenders struggle with: Too much data: Cybersecurity tools generate an overwhelming volume of log data, including Domain Name Service (DNS) records, firewall logs, and more.

Metadata 52

Metadata Unstructured Data Data Lake Government 52

Snowflake

NOVEMBER 11, 2024

It’s easy these days for an organization’s data infrastructure to begin looking like a maze, with an accumulation of point solutions here and there. At BUILD 2024, we announced several enhancements and innovations designed to help you build and manage your data architecture on your terms. Here’s a closer look.

Data Architecture 79

Data Architecture Architecture Data Lake Kafka 79

Cloudera

AUGUST 21, 2024

The Awards showcase IT vendor offerings that provide significant technology advances – and partner growth opportunities – across technology categories including AI and AI infrastructure, cloud management tools, IT infrastructure and monitoring, networking, data storage, and cybersecurity.

Unstructured Data 64

Unstructured Data Business Intelligence Data Architecture Data Warehouse 64

Snowflake

SEPTEMBER 26, 2024

Most companies know they need better data to make that happen, but they struggle with making it available, trusted and accessible — not to mention handling complex data, like images, videos and unstructured data. It’s why leading retailers recognize there’s no AI without a strong data foundation in the cloud.

Retail 79

Retail Cloud Unstructured Data Deep Learning 79

Cloudera

MARCH 17, 2023

ChatGPT is trained on historical data and depending on how one phrases their question, it may offer inaccurate or misleading information. 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.

Education 64

Education Unstructured Data Data Lake Data Warehouse 64

AltexSoft

MAY 14, 2021

Big Data enjoys the hype around it and for a reason. But the understanding of the essence of Big Data and ways to analyze it is still blurred. This post will draw a full picture of what Big Data analytics is and how it works. Also, we’ll introduce you to the popular Big Data analytics tools and existing use cases.

Big Data 78

Big Data Data Analytics IT NoSQL 78

Cloudera

MAY 14, 2024

But getting there requires data, and a lot of it. More than that, though, harnessing the potential of these technologies requires quality data—without it, the output from an AI implementation can end up inefficient or wholly inaccurate. Data comes in many forms.

Cloud 97

Cloud Data Governance Unstructured Data Data Architecture 97

Precisely

SEPTEMBER 6, 2023

Data governance challenges: traditional frameworks can’t scale Formal governance provides significant benefits to the enterprise, and it’s increasingly important for compliance. The California Consumer Privacy Act , for example, requires that organizations understand what data they have, where it is stored, and how it is being used.

Data Governance 52

Data Governance Big Data Government Unstructured Data 52

RandomTrees

SEPTEMBER 17, 2024

Databricks addresses this challenge with Unity Catalog, a comprehensive governance solution designed to streamline and secure data management across Databricks workspaces. Advantages of Unity Catalog Unity Catalog vs. Other Data Catalog Tools: A Simple Comparison. What is Unity Catalog?

Data Governance 52

Data Governance Government Metadata Machine Learning 52

Snowflake

APRIL 8, 2024

The Innova-Q dashboard provides access to product safety and quality performance data, historical risk data, and analysis results for proactive risk management. It deploys gen AI components as containers on Snowpark Container Services, close to the customer’s data.

Pipeline-centric 129

Pipeline-centric Food Healthcare Unstructured Data 129

Monte Carlo

NOVEMBER 9, 2023

And in many ways, LLMs are going to make data engineers more valuable – and that’s exciting! Still, it’s one thing to show your boss a cool demo of a data discovery tool or text-to-SQL generator – it’s another thing to use it with your company’s proprietary data, or even more concerning, customer data.

Unstructured Data 86

Unstructured Data Database Data Pipeline Architecture 86

Striim

OCTOBER 11, 2024

Throughout the pipeline, data undergoes various transformations such as filtering, cleaning, aggregating, enriching, and even real-time analysis. These steps guarantee that data is accurate, reliable, and meaningful by the time it reaches its destination, making it possible for teams to generate insights and make data-driven decisions.

Data Pipeline 52

Data Pipeline MongoDB Unstructured Data Data Lake 52

Knowledge Hut

DECEMBER 21, 2023

In the present-day world, almost all industries are generating humongous amounts of data, which are highly crucial for the future decisions that an organization has to make. This massive amount of data is referred to as “big data,” which comprises large amounts of data, including structured and unstructured data that has to be processed.

Hadoop 52

Hadoop Big Data NoSQL Unstructured Data 52