TechCrunch

MARCH 23, 2022

At that time, the scrappy data analytics company had scooped up $3.5 million in funding to develop its tool for what happens after you’ve collected a bunch of data, namely assembling and organizing it so the data can be analyzed. Data collection isn’t the problem: It’s what companies are doing with it.

Open Source 213

Open Source Data Engineering Strategic Planning Analytics 213

CIO

APRIL 10, 2024

As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. Data-obsessed individuals such as Sherlock Holmes knew full well the importance of inferencing in making predictions, or in his case, solving mysteries.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

TechCrunch

APRIL 12, 2022

Union.ai , a startup emerging from stealth with a commercial version of the open source AI orchestration platform Flyte, today announced that it raised $10 million in a round contributed by NEA and “select” angel investors. We need to bridge both these worlds in a structured and repeatable way.”

Artificial Inteligence 202

Artificial Inteligence Machine Learning Open Source Biotech 202

TechCrunch

JULY 12, 2022

But building data pipelines to generate these features is hard, requires significant data engineering manpower, and can add weeks or months to project delivery times,” Del Balso told TechCrunch in an email interview. Systems use features to make their predictions. “We are still in the early innings of MLOps.

Artificial Inteligence 249

Artificial Inteligence Machine Learning Marketing Data Engineering 249

CIO

SEPTEMBER 19, 2024

Goldcast, a software developer focused on video marketing, has experimented with a dozen open-source AI models to assist with various tasks, says Lauren Creedon, head of product at the company. The company isn’t building its own discrete AI models but is instead harnessing the power of these open-source AIs.

CTO Coach 207

CTO Coach Artificial Inteligence Open Source Fractional CTO 207

Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. We see AI applications like chatbots being built on top of closed-source or open source foundational models. Those models are trained or augmented with data from a data management platform.

Artificial Inteligence 71

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding. Nicki Susman is a Senior Machine Learning Engineer and the Technical Lead of the Principal AI Enablement team. Joel Elscott is a Senior Data Engineer on the Principal AI Enablement team.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

CIO

DECEMBER 10, 2024

Companies in various industries are now relying on artificial intelligence (AI) to work more efficiently and develop new, innovative products and business models. As a data-driven company, InnoGames GmbH has been exploring the opportunities (but also the legal and ethical issues) that the technology brings with it for some time.

Games 147

Games Artificial Inteligence Company Artificial Intelligence 147

TechCrunch

NOVEMBER 28, 2022

Artificial intelligence promises to help, and maybe even replace, humans to carry out everyday tasks and solve problems that humans have been unable to tackle, yet ironically, building that AI faces a major scaling problem. “This is where V7’s AI Data Engine shines.

Training 240

Training Data Technical Review Artificial Inteligence 240

Cloudera

NOVEMBER 19, 2020

In financial services, another highly regulated, data-intensive industry, some 80 percent of industry experts say artificial intelligence is helping to reduce fraud. Cloudera Data Platform (CDP) is a solution that integrates open-source tools with security and cloud compatibility.

Government 119

Government Artificial Inteligence Data Machine Learning 119

CIO

JANUARY 19, 2024

The exam tests general knowledge of the platform and applies to multiple roles, including administrator, developer, data analyst, data engineer, data scientist, and system architect. The exam consists of 60 questions and the candidate has 90 minutes to complete it.

Artificial Inteligence 190

Artificial Inteligence Data Machine Learning Azure 190

O'Reilly Media - Ideas

MARCH 19, 2020

We use it as a data source for our annual platform analysis , and we’re using it as the basis for this report, where we take a close look at the most-used and most-searched topics in machine learning (ML) and artificial intelligence (AI) on O’Reilly [1]. The shift to “artificial intelligence”. Figure 2.

Artificial Inteligence 142

Artificial Inteligence Trends Artificial Intelligence Machine Learning 142

CIO

AUGUST 18, 2022

Traditionally, organizations have maintained two systems as part of their data strategies: a system of record on which to run their business and a system of insight such as a data warehouse from which to gather business intelligence (BI). You can intuitively query the data from the data lake.

Data 210

Data Technical Advisors Technical Review Artificial Inteligence 210

TechCrunch

DECEMBER 1, 2020

That will include more remediation once problems are identified: that is, in addition to identifying issues, engineers will be able to start automatically fixing them, too. “As The company is also used by data teams from large Fortune 500 enterprises to smaller startups.

Tools 214

Tools Data Weak Development Team Big Data 214

TechCrunch

MAY 10, 2022

. “Typically, most companies are bottlenecked by data science resources, meaning product and analyst teams are blocked by a scarce and expensive resource. With Predibase, we’ve seen engineers and analysts build and operationalize models directly.” tech company, a large national bank and large U.S. healthcare company.”

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

DataRobot

MARCH 10, 2022

This “revolution” stems from breakthrough advancements in artificial intelligence, robotics, and the Internet of Things (IoT). This type of growth has stressed legacy data management systems and makes it nearly impossible to implement a profitable data-centered solution. Factory Monitoring?—? Learn more.

Artificial Inteligence 52

Artificial Inteligence Artificial Intelligence Machine Learning IoT 52

CIO

JULY 10, 2023

His role now encompasses responsibility for data engineering, analytics development, and the vehicle inventory and statistics & pricing teams. The company was born as a series of print buying guides in 1966 and began making its data available via CD-ROM in the 1990s.

Infrastructure 148

Infrastructure Artificial Inteligence Data Generative AI 148

CIO

JULY 14, 2023

A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data. Fine-tuning applies to both hosted cloud LLMs and open source LLM models you run yourself, so this level of ‘shaping’ doesn’t commit you to one approach.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

O'Reilly Media - Ideas

FEBRUARY 11, 2020

Key survey results: The C-suite is engaged with data quality. Data scientists and analysts, data engineers, and the people who manage them comprise 40% of the audience; developers and their managers, about 22%. Data quality might get worse before it gets better. An additional 7% are data engineers.

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Weak Development Team Data Technical Review Survey 145

O'Reilly Media - Ideas

JANUARY 25, 2024

Our own theory is that it’s a reaction to GPT models leaking proprietary code and abusing open source licenses; that could cause programmers to be wary of public code repositories. This change is apparently not an error in the data. But those are only guesses. It might be a one-time anomaly, but no one really knows the cause.

Trends 142

Trends Technical Review Technology Artificial Inteligence 142

O'Reilly Media - Ideas

DECEMBER 6, 2018

In this post, I share slides and notes from a keynote Roger Chen and I gave at the Artificial Intelligence conference in London in October 2018. Novices and non-experts have also benefited from easy-to-use, open source libraries for machine learning. This is a real concern for companies. Consider reliability and safety.

Technology 103

Technology Artificial Inteligence Machine Learning Hardware 103

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. He focuses on advancing cybersecurity with expertise in machine learning and data engineering.

Artificial Inteligence 116

Artificial Inteligence Generative AI AWS Serverless 116

The Citus Data

MARCH 31, 2023

Americas livestream, Citus open source user, real-time analytics, JSONB) Lessons learned: Migrating from AWS-Hosted PostgreSQL RDS to Self-Hosted Citus , by Matt Klein & Delaney Mackenzie of Jellyfish.co. (on-demand Checkpoint and WAL configs , by Samay Sharma on the Postgres open source team at Microsoft.

Azure 84

Azure Open Source Virtualization Software Engineering 84

d2iq

FEBRUARY 19, 2021

There is a lot more to machine learning in the enterprise than just the model, which is what many people think of when they hear artificial intelligence. These tasks are usually split over a data engineer, a data scientist, and a machine learning engineer. Adapted from Sculley et al.

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Artificial Inteligence Machine Learning Technical Review Software Review 103

Apiumhub

SEPTEMBER 20, 2023

From software architecture to artificial intelligence and machine learning, ​​these conferences offer unparalleled insights, networking opportunities, and a glimpse into the future of technology. In this article, we´ll be your guide to the must-attend tech conferences set to unfold in October.

Conference 97

Conference Artificial Inteligence UI/UX Machine Learning 97

O'Reilly Media - Ideas

MARCH 18, 2020

Last year, when we felt interest in artificial intelligence (AI) was approaching a fever pitch, we created a survey to ask about AI adoption. One-sixth of respondents identify as data scientists, but executives—i.e., What is more, almost three-quarters of survey respondents say they work with data in their jobs.

Enterprise 139

Enterprise Survey Technical Review Weak Development Team 139

Altexsoft

AUGUST 25, 2021

Natural language processing or NLP is a branch of Artificial Intelligence that gives machines the ability to understand natural human speech. Open-source toolkits. In this article, we want to give an overview of popular open-source toolkits for people who want to go hands-on with NLP. Main NLP use cases.

Tools 139

Tools Artificial Inteligence Technical Review Systems Review 139

BPM

JANUARY 18, 2019

The current Artificial Intelligence (AI) fascination is unfortunately completely biased on Deep Neural Networks (DNN) and Machine Learning (ML) for everything. Most importantly, I think that digital automation will increasingly be delivered from the cloud, via a platform largely built on open source software. 2019, oh my!

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Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

O'Reilly Media - Ideas

JUNE 19, 2019

First, the machine learning community has conducted groundbreaking research in many areas of interest to companies, and much of this research has been conducted out in the open via preprints and conference presentations. Discussions around machine learning tend to revolve around the work of data scientists and model building experts.

Government 103

Government Artificial Inteligence Machine Learning Testing 103

Exadel

FEBRUARY 20, 2023

Amazon For Cloud Artificial Intelligence Amazon began by making storage and virtual machines. Vertex AI leverages a combination of data engineering, data science, and ML engineering workflows with a rich set of tools for collaborative teams. Let’s race through these vendors and see what they’re up to.

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Artificial Inteligence Cloud Machine Learning Azure 52

Datavail

JUNE 8, 2023

Attendees were able to explore solutions and strategies to help them unlock the power of their data and turn it into actionable insights. The event tackles topics on artificial intelligence, machine learning, data science, data management, predictive analytics, and business analytics.

Database Administration 52

Database Administration Data Artificial Inteligence Analytics 52

Capgemini

JANUARY 17, 2023

By creating a lakehouse, a company gives every employee the ability to access and employ data and artificial intelligence to make better business decisions. Many organizations that implement a lakehouse as their key data strategy are seeing lightning-speed data insights with horizontally scalable data-engineering pipelines.

Strategy 52

Strategy Technical Review Data Weak Development Team 52

O'Reilly Media - Ideas

MARCH 1, 2023

Software development is followed by IT operations (18%), which includes cloud, and by data (17%), which includes machine learning and artificial intelligence. Data Data is another very broad category, encompassing everything from traditional business analytics to artificial intelligence.

Trends 144

Trends Technical Review Technology Software Review 144

Mobilunity

DECEMBER 9, 2024

Have you ever wondered how often people mention artificial intelligence and machine learning engineering interchangeably? It might look reasonable because both are based on data science and significantly contribute to highly intelligent systems, overlapping with each other at some points.

Engineering 52

Engineering Artificial Inteligence Machine Learning Technical Review 52

Mobilunity

DECEMBER 27, 2024

With the rapid growth of artificial intelligence technologies in recent years, demand for AI engineers has soared, and for good reason. To leverage highly efficient artificial intelligence, AI engineers should possess specialized tech knowledge and a comprehensive skill set.

Artificial Inteligence 52

Artificial Inteligence Technical Review Engineering Systems Review 52

O'Reilly Media - Ideas

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). The prospect of taking on a costly data infrastructure project is daunting. How do you select what to work on? What delivers the greatest ROI?

Product Management 145

Product Management Artificial Inteligence Machine Learning Weak Development Team 145

Mobilunity

NOVEMBER 8, 2024

Many companies are embracing artificial intelligence to leverage their internal knowledge resources. They aim to manage huge amounts of data and provide precise forecasts. What Are Artificial Intelligence Models And Their Use Cases? An AI model is software designed to analyze information and make predictions.

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Training Artificial Inteligence Data How To 52