Xebia

FEBRUARY 28, 2025

Universities have been pumping out Data Science grades in rapid pace and the Open Source community made ML technology easy to use and widely available. Both the tech and the skills are there: Machine Learning technology is by now easy to use and widely available. Big part of the reason lies in collaboration between teams.

Technical Review 182

Technical Review Weak Development Team Machine Learning Artificial Inteligence 182

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs’ Medical Language Models library is an excellent choice for leveraging the power of large language models (LLM) and natural language processing (NLP) in Azure Fabric due to its seamless integration, scalability, and state-of-the-art accuracy on medical tasks.

Artificial Inteligence 52

Artificial Inteligence Azure Healthcare Software Review 52

CIO

NOVEMBER 27, 2024

For AI, there’s no universal standard for when data is ‘clean enough.’ Google suggests pizza recipes with glue because that’s how food photographers make images of melted mozzarella look enticing, and that should probably be sanitized out of a generic LLM. That’s an interesting outlier for traffic information,” says Yahav.

Data 211

Data Enterprise Weak Development Team Software Review 211

AWS Machine Learning - AI

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

Artificial Inteligence 95

Artificial Inteligence Systems Review System Generative AI 95

CIO

SEPTEMBER 29, 2022

And we recognized as a company that we needed to start thinking about how we leverage advancements in technology and tremendous amounts of data across our ecosystem, and tie it with machine learning technology and other things advancing the field of analytics. But we have to bring in the right talent. One of the things weâ??ve

Artificial Inteligence 201

Artificial Inteligence Machine Learning Travel Technical Review 201

TechCrunch

NOVEMBER 18, 2021

DevOps fueled this shift to the cloud, as it gave decision-makers a sense of control over business-critical applications hosted outside their own data centers. Data engineers play with tools like ETL/ELT, data warehouses and data lakes, and are well versed in handling static and streaming data sets.

Enterprise 344

Enterprise Artificial Inteligence Data Engineering Data Center 344

CIO

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). A quick explainer: In AI inferencing , organizations take a LLM that is pretrained to recognize relationships in large datasets and generate new content based on input, such as text or images.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

O'Reilly Media - Data

APRIL 3, 2018

Strata Data London will introduce technologies and techniques; showcase use cases; and highlight the importance of ethics, privacy, and security. The growing role of data and machine learning cuts across domains and industries. Data Science and Machine Learning sessions will cover tools, techniques, and case studies.

Machine Learning 180

Machine Learning Artificial Inteligence Company Case Study 180

Xebia

MARCH 13, 2025

Unfortunately, the blog post only focuses on train-serve skew. Feature stores solve more than just train-serve skew. Sharing features across teams in an organization reduces the time to production for models. This becomes more important when a company scales and runs more machine learning models in production.

Training 130

Training Machine Learning Artificial Inteligence Data 130

CIO

JUNE 11, 2024

The company is offering eight free courses , leading up to this certification, including Fundamentals of Machine Learning and Artificial Intelligence, Exploring Artificial Intelligence Use Cases and Application, and Essentials of Prompt Engineering.

Artificial Inteligence 173

Artificial Inteligence AWS Artificial Intelligence Machine Learning 173

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. It has effectively built training models to automate the training of those models.

Training 240

Training Data Technical Review Artificial Inteligence 240

Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. MLOps lies at the confluence of ML, data engineering, and DevOps. Better user experience.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

CIO

JANUARY 3, 2025

Artificial intelligence for IT operations (AIOps) solutions help manage the complexity of IT systems and drive outcomes like increasing system reliability and resilience, improving service uptime, and proactively detecting and/or preventing issues from happening in the first place.

Organization 158

Organization Artificial Inteligence Artificial Intelligence DevOps 158

CIO

OCTOBER 18, 2023

“IDH holds a potentially severe immediate risk for patients during dialysis and therefore requires immediate attention from staff,” says Hanjie Zhang, director of computational statistics and artificial intelligence at the Renal Research Institute, a joint venture of Fresenius North America and Beth Israel Medical Center. “As

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

TechCrunch

JULY 12, 2022

Machine learning can provide companies with a competitive advantage by using the data they’re collecting — for example, purchasing patterns — to generate predictions that power revenue-generating products (e.g. At a high level, Tecton automates the process of building features using real-time data sources.

Artificial Inteligence 249

Artificial Inteligence Machine Learning Marketing Data Engineering 249

Cloudera

MAY 19, 2021

In the previous blog post in this series, we walked through the steps for leveraging Deep Learning in your Cloudera Machine Learning (CML) projects. RAPIDS on the Cloudera Data Platform comes pre-configured with all the necessary libraries and dependencies to bring the power of RAPIDS to your projects. to_arrow().to_pylist().

Machine Learning 137

Machine Learning Artificial Inteligence Engineering Training 137

CIO

DECEMBER 4, 2024

We’ve had folks working with machine learning and AI algorithms for decades,” says Sam Gobrail, the company’s senior director for product and technology. But for practical learning of the same technologies, we rely on the internal learning academy we’ve established.”

Recruiting 202

Recruiting Artificial Inteligence Programming Technology 202

O'Reilly Media - Data

JULY 18, 2018

It’s no secret that companies place a lot of value on data and the data pipelines that produce key features. In the early phases of adopting machine learning (ML), companies focus on making sure they have sufficient amount of labeled (training) data for the applications they want to tackle.

Machine Learning 158

Machine Learning Artificial Inteligence Data Marketing 158

CIO

MARCH 13, 2025

Educating and training our team With generative AI, for example, its adoption has surged from 50% to 72% in the past year, according to research by McKinsey. For example, when we evaluate third-party vendors, we now ask: Does this vendor comply with AI-related data protections? Does their contract language reflect responsible AI use?

Company 183

Company Generative AI Insurance Education 183

CIO

FEBRUARY 19, 2025

Once you get Copilot for Office 365, you go through training, and thats driven up our utilization to around 93%. Weve also seen some significant benefits in leveraging it for productivity in data engineering processes, such as generating data pipelines in a more efficient way. Were taking that part very slowly.

Google Cloud 206

Google Cloud CTO Coach Survey Software Development 206

CIO

MAY 30, 2024

You’ll be tested on your knowledge of generative models, neural networks, and advanced machine learning techniques. The videos include an introduction to the course, LLM applications, finding success with generative AI, and assessing the potential risks and challenges of AI. Cost : $4,000

Generative AI 206

Generative AI Artificial Inteligence Programming Azure 206

CIO

SEPTEMBER 12, 2022

The chief information and digital officer for the transportation agency moved the stack in his data centers to a best-of-breed multicloud platform approach and has been on a mission to squeeze as much data out of that platform as possible to create the best possible business outcomes. Data engine on wheels’.

Data Engineering 174

Data Engineering Engineering Data Transportation 174

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. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Serverless 126

CIO

JULY 6, 2023

The first tier, according to Batta, consists of its OCI Supercluster service and is targeted at enterprises, such as Cohere or Hugging Face, that are working on developing large language models to further support their customers.

Generative AI 170

Generative AI Artificial Inteligence Strategy Google Cloud 170

O'Reilly Media - Ideas

JANUARY 14, 2025

This year, one thread that we see across all of our platform is the importance of artificial intelligence. Artificial Intelligence It will surprise absolutely nobody that AI was the most active category in the past year. For the past two years, large models have dominated the news. Is that noise or signal?

Trends 131

Trends Technology Security Artificial Inteligence 131

Confluent

FEBRUARY 6, 2019

Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy. It takes much more effort than just building an analytic model with Python and your favorite machine learning framework. Impedance mismatch between data scientists, data engineers and production engineers.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

TechCrunch

MAY 10, 2022

“The major challenges we see today in the industry are that machine learning projects tend to have elongated time-to-value and very low access across an organization. “Given these challenges, organizations today need to choose between two flawed approaches when it comes to developing machine learning. .

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

The Accidental Successful CIO

JANUARY 25, 2023

All people have to do is to plug data into standardized AI templates. By doing this analysts, auditors and actuaries who lack specialized AI training are able to identify sales prospects, spot risks and fraud, and boost organizational efficiency. Automated ML can be used to ease the pain of data science.

Artificial Inteligence 98

Artificial Inteligence Artificial Intelligence Machine Learning Training 98

Cloudera

NOVEMBER 17, 2021

You know the one, the mathematician / statistician / computer scientist / data engineer / industry expert. Some companies are starting to segregate the responsibilities of the unicorn data scientist into multiple roles (data engineer, ML engineer, ML architect, visualization developer, etc.),

Machine Learning 124

Machine Learning Artificial Inteligence Hotels Data Engineering 124

TechCrunch

OCTOBER 7, 2021

Increasingly, conversations about big data, machine learning and artificial intelligence are going hand-in-hand with conversations about privacy and data protection. “But now we are running into the bottleneck of the data. But humans are not meant to be mined.”

Artificial Inteligence 246

Artificial Inteligence Engineering Technical Review Data 246

CIO

JULY 14, 2023

Organizations don’t want to fall behind the competition, but they also want to avoid embarrassments like going to court, only to discover the legal precedent cited is made up by a large language model (LLM) prone to generating a plausible rather than factual answer.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

AWS Machine Learning - AI

JUNE 18, 2024

The Sensor Evaluation and Training Centre for West Africa (Afri-SET) , aims to use technology to address these challenges. More than 170 tech teams used the latest cloud, machine learning and artificial intelligence technologies to build 33 solutions.

Generative AI 131

Generative AI Artificial Inteligence Technical Review AWS 131

Altexsoft

JUNE 29, 2021

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.

Artificial Inteligence 105

Artificial Inteligence Machine Learning Engineering Data Engineering 105

AWS Machine Learning - AI

NOVEMBER 15, 2024

Model monitoring of key NLP metrics was incorporated and controls were implemented to prevent unsafe, unethical, or off-topic responses. The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

O'Reilly Media - Ideas

NOVEMBER 13, 2018

As the data community begins to deploy more machine learning (ML) models, I wanted to review some important considerations. We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. Privacy and security.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Software Review Conference 103

Cloudera

APRIL 9, 2021

The second blog dealt with creating and managing Data Enrichment pipelines. The third video in the series highlighted Reporting and Data Visualization. Specifically, we’ll focus on training Machine Learning (ML) models to forecast ECC part production demand across all of its factories. model monitoring.

Machine Learning 98

Machine Learning Artificial Inteligence Data Data Engineering 98

CIO

JULY 28, 2022

Synchrony isn’t the only company dealing with a dearth of data scientists to perform increasingly critical work in the enterprise. Companies are struggling to hire true data scientists — the ones trained and experienced enough to work on complex and difficult problems that might have never been solved before. Getting creative.

Data 215

Data Machine Learning Artificial Inteligence Fractional CTO 215