O'Reilly Media - Ideas

JANUARY 14, 2025

Building applications with RAG requires a portfolio of data (company financials, customer data, data purchased from other sources) that can be used to build queries, and data scientists know how to work with data at scale. Data engineers build the infrastructure to collect, store, and analyze data.

Trends 132

Trends Technology Security Artificial Inteligence 132

CIO

AUGUST 4, 2022

“AI projects are a team sport and should include a multidisciplinary team spanning business analysts, data engineering, data science, application development, and IT operations and security,” according to Moor Insights & Strategy in a September 2021 report titled “Hybrid Cloud is the Right Infrastructure for Scaling Enterprise AI.”.

Artificial Intelligence 214

Artificial Intelligence Artificial Inteligence DevOps Data Engineering 214

Cloudera

NOVEMBER 19, 2020

November 15-21 marks International Fraud Awareness Week – but for many in government, that’s every week. From bogus benefits claims to fraudulent network activity, fraud in all its forms represents a significant threat to government at all levels. The Public Sector data challenge. Modernization has been a boon to government.

Government 119

Government Artificial Inteligence Data Machine Learning 119

CIO

OCTOBER 13, 2023

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.

Data 199

Data Database Administration Data Engineering Artificial Inteligence 199

Cloudera

OCTOBER 23, 2024

That’s why Cloudera added support for the REST catalog : to make open metadata a priority for our customers and to ensure that data teams can truly leverage the best tool for each workload– whether it’s ingestion, reporting, data engineering, or building, training, and deploying AI models.

Data 84

Data Analytics Systems Review Architecture 84

CTOvision

MAY 1, 2014

IO is the global leader in software-defined data centers. IO has pioneered the next-generation of data center infrastructure technology and Intelligent Control, which lowers the total cost of data center ownership for enterprises, governments, and service providers. Primary Responsibilities.

Big Data 107

Big Data Data Engineering Engineering Data Center 107

Altexsoft

AUGUST 25, 2020

That’s why a data specialist with big data skills is one of the most sought-after IT candidates. Data Engineering positions have grown by half and they typically require big data skills. Data engineering vs big data engineering. Regular data processing. Big data processing.

Big Data 75

Big Data Data Engineering Engineering Data 75

CIO

JUNE 19, 2024

BSH’s previous infrastructure and operations teams, which supported the European appliance manufacturer’s application development groups, simply acted as suppliers of infrastructure services for the software development organizations. Our gap was operational excellence,” he says. “We

Weak Development Team 208

Weak Development Team Engineering UI/UX Software Development 208

O'Reilly Media - Ideas

JUNE 19, 2019

In previous posts, we’ve outlined the foundational technologies needed to sustain machine learning within an organization, and there are early signs that tools for model development and model governance are beginning to gain users. A collection of tools that focus primarily on aspects of model development, governance, and operations.

Government 103

Government Artificial Inteligence Machine Learning Testing 103

Cloudera

OCTOBER 1, 2022

While the word “data” has been common since the 1940s, managing data’s growth, current use, and regulation is a relatively new frontier. . Governments and enterprises are working hard today to figure out the structures and regulations needed around data collection and use.

Government 75

Government Enterprise Artificial Inteligence Strategy 75

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal implemented several measures to improve the security, governance, and performance of its conversational AI platform. The Principal AI Enablement team, which was building the generative AI experience, consulted with governance and security teams to make sure security and data privacy standards were met.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

TechCrunch

JULY 25, 2022

The company was founded in 2021 by Brian Ip, a former Goldman Sachs executive, and data engineer YC Chan. Almost every app or business function within a company, including software, devices, office admin and finance, can be connected to Omni, turning it into a software infrastructure layer.

Recruiting 224

Recruiting Technical Review Software Review Systems Review 224

CIO

NOVEMBER 9, 2022

Have a data governance plan as well to validate and keep the metrics clean. Don’t get me wrong, governance is very important and can come along a little later so as not to stifle creativity.” It also provides good governance, since the data is managed by the underlying application where access rights are already maintained.”

Analytics 205

Analytics Metrics Government Business Intelligence 205

CIO

JUNE 23, 2023

Not only should the data strategy be cognizant of what’s in the IT and business strategies, it should also be embedded within those strategies as well, helping them unlock even more business value for the organization. By strategically utilizing data, organizations gain a competitive edge, unlocking opportunities for growth.

Strategy 174

Strategy Technical Review Data Software Review 174

TechCrunch

MAY 26, 2022

“To enable large data modernization and transformation projects, data lineage is a key component to solving the complexity of vast data infrastructure layers and tracking the flow of data within an organization.”

Data 228

Data Weak Development Team Enterprise Analysis 228

TechCrunch

AUGUST 16, 2022

But one in the race, Sync Computing , claims to uniquely tie business objectives like cost and runtime reduction directly to low-level infrastructure configurations. million in debt) led by Costanoa Ventures, with participation from The Engine, Moore Strategic Ventures and National Grid Partners. .

Resources 175

Resources Cloud Engineering AWS 175

CIO

AUGUST 14, 2024

And representing a network of general practices that provide care to over 800,000 people demands a lot of robust technical infrastructure to efficiently deliver a number of health services, including clinical support, mental health, telehealth, and wellbeing. “My There’s a lot of change coming internally as well as from government reforms.

Technical Review 172

Technical Review Healthcare Real Estate Systems Review 172

TechCrunch

MAY 10, 2022

Both were originally developed at Uber, which several years ago transitioned governance of the projects to the Linux Foundation. and low-code data engineering platform Prophecy (not to mention SageMaker and Vertex AI ). “[Our platform] has been used at Fortune 500 companies like a leading U.S. healthcare company.”

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

O'Reilly Media - Ideas

JANUARY 8, 2019

From infrastructure to tools to training, Ben Lorica looks at what’s ahead for data. Whether you’re a business leader or a practitioner, here are key data trends to watch and explore in the months ahead. Increasing focus on building data culture, organization, and training. Cloud for data infrastructure.

Trends 109

Trends Data Artificial Inteligence Machine Learning 109

O'Reilly Media - Ideas

JANUARY 29, 2019

In 2018, we decided to run a follow-up survey to determine whether companies’ machine learning (ML) and AI initiatives are sustainable—the results of which are in our recently published report, “ Evolving Data Infrastructure.”. Data scientists and data engineers are in demand.

Sustainability 108

Sustainability Company Artificial Inteligence Machine Learning 108

CIO

APRIL 27, 2023

The demand for specialized skills has boosted salaries in cybersecurity, data, engineering, development, and program management. Those working in IT management, including the roles of CIO, CTO, VP, and IT Director, hold high-level positions that oversee an entire company’s technology infrastructure. increase from 2021.

Technical Review 174

Technical Review Software Review Systems Review Software Engineering 174

Cloudera

FEBRUARY 11, 2019

The root cause is firmly entrenched in legacy systems and traditional data governance challenges that not only result in data silos but also the misguided belief that data privacy is diametrically opposed to effective exploration of information. Governing digital transformation. Governing for compliance.

Government 57

Government Compliance Artificial Inteligence Machine Learning 57

Cloudera

SEPTEMBER 14, 2020

Everybody needs more data and more analytics, with so many different and sometimes often conflicting needs. Data engineers need batch resources, while data scientists need to quickly onboard ephemeral users. Fundamental principles to be successful with Cloud data management.

Cloud 111

Cloud Data Compliance Analytics 111

CIO

JULY 6, 2023

“Our tier strategy resembles a three-layer cake and each of these layers targets different enterprise customers depending on their needs,” said Karan Batta, vice president of Oracle Cloud Infrastructure (OCI).

Generative AI 170

Generative AI Artificial Inteligence Strategy Google Cloud 170

Cloudera

OCTOBER 13, 2020

CDP Data Hub: a VM/Instance-based service that allows IT and developers to build custom business applications for a diverse set of use cases with secure, self-service access to enterprise data. . Enrich – Data Engineering (Apache Spark and Apache Hive). Predict – Data Engineering (Apache Spark).

Cloud 97

Cloud Artificial Inteligence Machine Learning Data Engineering 97

CIO

FEBRUARY 14, 2023

Organizations have balanced competing needs to make more efficient data-driven decisions and to build the technical infrastructure to support that goal. Many companies today struggle with legacy software applications and complex environments, which leads to difficulty in integrating new data elements or services.

Artificial Inteligence 174

Artificial Inteligence Strategy Data Machine Learning 174

O'Reilly Media - Ideas

MARCH 18, 2020

Few organizations are using formal governance controls to support their AI efforts. One-sixth of respondents identify as data scientists, but executives—i.e., The survey does have a data-laden tilt, however: almost 30% of respondents identify as data scientists, data engineers, AIOps engineers, or as people who manage them.

Enterprise 140

Enterprise Survey Technical Review Weak Development Team 140

Cloudera

APRIL 9, 2021

You may recall from the previous blogs in this series that ECC is leveraging the Cloudera Data Platform (CDP) to cover all the stages of its data life cycle. Data Collection – streaming data. Data Enrichment – data engineering. Reporting – data warehousing & dashboarding.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Data Data Engineering 98

Cloudera

FEBRUARY 8, 2021

Security & Governance – an integrated set of security, management and governance technologies across the entire data lifecycle. 1 The enterprise data lifecycle. Data Enrichment Challenge. Building a Pipeline Using Cloudera Data Engineering. Conclusion.

Data 118

Data Technical Review Data Engineering Analysis 118

O'Reilly Media - Ideas

FEBRUARY 11, 2019

In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. At Strata Data San Francisco, Netflix , Intuit , and Lyft will describe internal systems designed to help users understand the evolution of available data resources.

Big Data 108

Big Data Technology Tools Cloud 108

Hu's Place - HitachiVantara

APRIL 11, 2019

Few Data Management Frameworks are Business Focused Data management has been around since the beginning of IT, and a lot of technology has been focused on big data deployments, governance, best practices, tools, etc. However, large data hubs over the last 25 years (e.g.,

Data Engineering 81

Data Engineering Artificial Inteligence Machine Learning Technical Review 81

CIO

DECEMBER 11, 2023

Digital solutions to implement generative AI in healthcare EXL, a leading data analytics and digital solutions company , has developed an AI platform that combines foundational generative AI models with our expertise in data engineering, AI solutions, and proprietary data sets.

Generative AI 113

Generative AI Artificial Inteligence Healthcare Artificial Intelligence 113

Cloudera

AUGUST 17, 2021

When we announced the GA of Cloudera Data Engineering back in September of last year, a key vision we had was to simplify the automation of data transformation pipelines at scale. With Airflow based pipelines in DE, customers can now specify their data pipeline using a simple python configuration file.

Data 115

Data Open Source Analytics Government 115

Cloudera

NOVEMBER 1, 2022

It’s no secret that IT modernization is a top priority for the US federal government. To quote Gartner VP Sid Nag, the “irrational exuberance of procuring cloud services” gave way to a more rational approach that prioritizes governance and security over which cloud to migrate workloads to, be it public, private, or hybrid. .

Cloud 89

Cloud Government Analytics Storage 89

O'Reilly Media - Ideas

MARCH 31, 2022

That will no doubt require better tools for collaboration between AI systems and consumers, better methods for training AI models, and better governance for data and AI systems. Education and government were the two sectors with the fewest respondents reporting AI projects in production (9% for both). Adoption by Continent.

Enterprise 133

Enterprise Artificial Inteligence Government Budget 133

Cloudera

JUNE 14, 2021

With the rollout of 5G and virtualized network infrastructure, the telco network cloud is adding robust enterprise networking offerings to the virtual portfolio, to the point that some CIOs are looking around and asking what isn’t virtualized yet, and why not? Hybrid Data Cloud and Data Governance.

Telecommunications 97

Telecommunications Cloud Data Virtualization 97

Cloudera

AUGUST 27, 2024

The 2024 edition of the Flexera State of the Cloud report was released in March and, as usual, it serves as a fantastic resource for data, analytics, and AI leaders as they consider the infrastructure and platform options for their architecture. It’s portable, meaning that if infrastructure requirements change, it’s easy to move.

Report 83

Report Cloud Architecture Survey 83