CIO

OCTOBER 13, 2023

This framework describes the processes used to plan, specify, enable, create, acquire, maintain, use, archive, retrieve, control, and purge data. According to Dataversity , data architects visualize, design, and prepare data in a framework that can be used by data scientists, data engineers, or data analysts.

Data 329

Data Database Administration Data Engineering Artificial Inteligence 329

Xebia

MARCH 14, 2024

Hosting a test-environment for a straightforward application alone can, in some cases, result in costs running into hundreds if not thousands of euros. For example, with on-premises software development, databases are added to a database-server until the maximum capacity of the server is utilized. Buy or build?

Cloud 130

Cloud Weak Development Team Software Development Applications 130

TechCrunch

APRIL 19, 2023

But while there’s little question of a seismic sea change these past six months in terms of public awareness, the growing demand for AI could be outpacing the infrastructure required to power the myriad use cases that are emerging — and this is something that German startup Qdrant is looking to address.

Artificial Inteligence 246

Artificial Inteligence Open Source Development Data 246

CIO

SEPTEMBER 14, 2023

This IT role requires a significant set of technical skills, including deep knowledge of SQL database design and multiple programming languages. Pipeline-centric: Often found in midsize companies, pipeline-centric data engineers work alongside data scientists to help make use of the data they collect.

Data Engineering 337

Data Engineering Analytics Engineering Data 337

CIO

OCTOBER 24, 2023

Vector Databases Embedding Models Retrieval Augmented Generation Knowledge Bases These are almost certain to be fundamental pieces of your AI stack, so read on below to learn more about the four pillars needed for effectively adding GenAI to your organization. How do you choose the right vector database?

Artificial Inteligence 313

Artificial Inteligence Part-Time VPE Artificial Intelligence Training 313

TechCrunch

OCTOBER 31, 2022

When Pinecone announced a vector database at the beginning of last year, it was building something that was specifically designed for machine learning and aimed at data scientists. We’ve conducted a lot of research on this topic and we found that, in fact, hybrid search ends up being better [in many cases]. “We’ve

Machine Learning 209

Machine Learning Artificial Inteligence Research Industry 209

CIO

JANUARY 9, 2023

This same solution, graph databases and graph analytics, proved crucial at the height of the Covid-19 pandemic. It’s what social networking applications use to store and process vast amounts of “connected” data. Hence the business case for graph databases. 1] Graph technology isn’t new. 1] [link] [2] [link].

Healthcare 256

Healthcare Analytics Pharmaceuticals Government 256

TechCrunch

APRIL 27, 2023

When Pinecone launched a vector database aimed at data scientists in 2021, it was probably ahead of its time. But as the use cases began to take shape last year, the company began pushing AI-driven semantic search. When we came out with this, with the vector database category, nobody knew what the hell we’re talking about.

Artificial Inteligence 250

Artificial Inteligence B2B Compliance Storage 250

Xebia

APRIL 2, 2024

After reading this post you will understand what business requirements, quality attributes and constraints drive the decision for the serving architecture and will enable you to choose the architecture that best suits your use case. A prediction is as stale as the input data and model used to compute it.

Machine Learning 162

Machine Learning Artificial Inteligence Architecture Data 162

TechCrunch

NOVEMBER 7, 2022

EdgeDB, the startup looking to modernize databases for cutting-edge apps, today announced that it raised $15 million in a Series A round led by Nava Ventures and Accel. EdgeDB’s product is fundamentally a relational database, or a collection of data items with predefined relationships between them. And so EdgeDB was born.

Fractional CTO 206

Fractional CTO Cloud Backup Scalability 206

TechCrunch

MARCH 15, 2021

Airtable , the no-code relational database that has amassed a customer base that spans 250,000 different organizations, has today announced the close of a $270 million in series E funding. The company says it plans to use the funding to accelerate the development of its enterprise product and growing the team.

Recruiting 306

Recruiting Scalability Enterprise Software 306

TechCrunch

APRIL 5, 2023

With the cloud version, companies just have to integrate the service with their own SQL database. After that, they can start using Forest Admin to manage their business. An e-commerce company could also use Forest Admin to refund customers or order an item once again in case it’s been lost.

Software Review 248

Software Review Tools Cloud Fintech 248

CIO

SEPTEMBER 20, 2023

To avoid that, we built our data platform business case by business case. With our involvement, our business partners create business cases, whether in foods or agribusiness, and these are approved by our business unit governance team. That team makes sure business cases are aligned with our corporate goals.

Data 336

Data Government Analytics Data Center 336

TechCrunch

OCTOBER 4, 2022

Months after bagging $116 million in an extension of its Series F round, database vendor SingleStore this week announced that it raised an additional $30 million from investors including Prosperity7, the venture arm of Saudi Aramco. Gartner predicts that 75% of all databases will be migrated to a cloud service by 2022.

Big Data 208

Big Data Storage Analytics Survey 208

CIO

JUNE 28, 2023

The second stage focused on building algorithms and models to predict and simulate intricate biological conditions, accelerate discoveries, reduce risks, and optimize the cost-benefit ratio of technological developments using AI solutions. The team leaned on data scientists and bio scientists for expert support.

Technical Review 259

Technical Review Analytics Innovation Artificial Intelligence 259

Xebia

SEPTEMBER 7, 2023

This post is tailored for data scientists, analysts, and decision-makers who want to use unstructured data to get useful insights. We explore a batch use case for Large Language Models (LLMs), focusing on the transformation of unstructured text into structured data. However, we may want more specific information.

Artificial Inteligence 130

Artificial Inteligence Data How To Technical Review 130

CIO

AUGUST 9, 2022

They create data pipelines used by data scientists, data-centric applications, and other data consumers. This IT role requires a significant set of technical skills, including deep knowledge of SQL database design and multiple programming languages. Data engineer job description.

Data Engineering 326

Data Engineering Analytics Engineering Data 326

CIO

APRIL 17, 2024

One of the key reasons for that is that professional services companies need specialized information to make the most accurate estimates possible, forcing them in some cases to make trade-offs between accuracy and speed. They’ve done a good job utilizing the Salesforce capabilities,” Hurrell said. But that’s it, you know?”

Generative AI 274

Generative AI Comparison Metrics Resources 274

Perficient

MARCH 5, 2024

If you built your data lake in the last 5-7 years, you probably are ingesting data into the data lake using many batch jobs that ingest and update data in the data lake. What is Change-Data-Capture (CDC) Traditionally, businesses used batch-based approaches to move data once or several times a day.

Strategy 115

Strategy Data Google Cloud Analytics 115

TechCrunch

APRIL 4, 2023

“This is my third YC startup after Socialcam and Triplebyte,” he writes in the Y Combinator database entry for Yuma. In any case, it’s a reasonably compelling sales pitch. “Product and business teams [can] use Baselit to query and analyze data using plain English.” Only time will tell.

ChatGPT 257

ChatGPT Generative AI Tools Analytics 257

CIO

JANUARY 25, 2024

These risks are things you have to worry about with any other large-scale database technology project—but they’re not terrifying, and you have a great deal to gain,” says McAfee. Inventory existing knowledge-work jobs Generative AI is useful for almost all knowledge workers and best-suited for language-based tasks within those jobs.

Generative AI 269

Generative AI Off-The-Shelf Strategy Technical Review 269

TechCrunch

JULY 15, 2021

Most database startups avoid building relational databases, since that market is dominated by a few goliaths. But Cockroach Labs went against conventional wisdom with CockroachDB: It intentionally competed in the relational database market with its relational database product. CockroachDB’s success is not guaranteed.

Web Development 247

Web Development Banking Marketing Architecture 247

CIO

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. What metrics are used to understand the business impact of real-time AI?

Artificial Inteligence 363

Artificial Inteligence Artificial Intelligence Machine Learning Agile 363

CIO

JANUARY 22, 2024

To achieve these goals, CIOs are turning to AIOps, a method that uses artificial intelligence (AI) to reduce noise, accurately identify potential issues and their causes, and even automate a significant portion of resolution tasks. But AIOps must stand on a solid foundation of specific tools and practices before the IT team can put it to use.

Artificial Intelligence 293

Artificial Intelligence Artificial Inteligence Data Center Cloud 293

TechCrunch

NOVEMBER 2, 2021

Activeloop , a member of the Y Combinator summer 2018 cohort , is building a database specifically designed for media-focused artificial intelligence applications. Activeloop image database. The company is also launching an alpha version of a commercial product today. Image Credits: Activeloop.

Artificial Inteligence 307

Artificial Inteligence Part-Time VPE Applications Open Source 307

CIO

DECEMBER 19, 2023

Large amounts of data are integrated from multiple sources—such as computer-aided dispatch, video sensors, record management systems and third-party databases—and compiled into a consolidated, accurate and real-time view of the public transit network and beyond. This has produced a number of interesting technology use cases.

Transportation 293

Transportation Technology Chemicals Video 293

TechCrunch

AUGUST 18, 2023

Language models like GPT-4 and Claude are powerful and useful, but the data on which they are trained is a closely guarded secret. The Allen Institute for AI (AI2) aims to reverse this trend with a new, huge text dataset that’s free to use and open to inspection.

Training 230

Training Artificial Inteligence Research Study 230

Perficient

MARCH 14, 2024

A vector database and generative AI-powered search are being added to Data Cloud to help bring unstructured data into CRM data. A vector database and generative AI-powered search are being added to Data Cloud to help bring unstructured data into CRM data. It can find or summarize records, draft sales emails, and aggregate data.

Artificial Inteligence 111

Artificial Inteligence Off-The-Shelf Generative AI Software Review 111

TechCrunch

JULY 15, 2021

Web front ends rely on JavaScript and browser DOM, which rely on back-end APIs, which themselves rely on databases. As one goes deeper down the stack, engineering decisions become ever more conservative — changing the location of a button in a web app is an inconvenience; changing a database engine can radically upend an entire project.

Engineering 246

Engineering Open Source Storage Education 246

CIO

FEBRUARY 14, 2023

Finally, machine learning is essentially the use and development of computer systems that learn and adapt without following explicit instructions; it uses models (algorithms) to identify patterns, learn from the data, and then make data-based decisions. What kinds of decisions are necessary to be made in real-time?

Artificial Inteligence 284

Artificial Inteligence Strategy Data Machine Learning 284

TechCrunch

JULY 26, 2022

Neon , a startup providing developers with a serverless option for Postgres databases, today announced that it raised $30 million in a Series A-1 round led by GGV with participation from Khosla Ventures, General Catalyst, Founders Fund and angel investors. “Most cloud database platforms charge based on availability.

Scalability 217

Scalability Cloud Serverless Storage 217

TechCrunch

JULY 15, 2021

CockroachDB was intended to be a global database from the beginning. The use case was simple, but the work needed to make it happen was herculean. Using CockroachDB’s multiregion feature to segment data according to geographic proximity fulfills Cockroach Labs’ primary directive: To get data as close to the user as possible.

Engineering 244

Engineering Data Applications Technology 244

The Crazy Programmer

JANUARY 20, 2022

Programming languages which are used to create and operate database, known as database language like Structured Query language aka SQL etc. Most of database languages are non-procedural, means the language focus on “what to do instead of how to do?”. It is commonly used by Database administrator.

Database Administration 162

Database Administration Data Examples Programming 162

CIO

DECEMBER 4, 2023

A key reason why I think they’re right is generative AI’s ability to operate in useful ways using content that people already produce–or could produce quite easily. I use the word “content” rather than “data” here deliberately. Here’s a more detailed explanation of the importance of RAG.)

Artificial Inteligence 256

Artificial Inteligence Generative AI Artificial Intelligence Technical Review 256

Apiumhub

MARCH 4, 2024

Introduction Change Data Capture (CDC) in SQL Server is a powerful feature designed to track and capture changes made to data within a database. It’s crucial to note that disabling CDC for a table or the entire database can lead to the removal of these tables, resulting in the loss of historical changes.

Azure 78

Azure Data Analytics Performance 78