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.

Machine Learning 91

Machine Learning Artificial Inteligence Software Review Conference 91

CIO

JULY 18, 2023

CIO.com’s 2023 State of the CIO survey recently zeroed in on the technology roles that IT leaders find the most difficult to fill, with cybersecurity, data science and analytics, and AI topping the list. We have learned to think and act quickly in our efforts to attract and retain top talent in these areas,” says Jeanine L.

Technical Advisors 246

Technical Advisors Artificial Inteligence Generative AI How To 246

CIO

JUNE 23, 2023

According to the MIT Technology Review Insights Survey, an enterprise data strategy supports vital business objectives including expanding sales, improving operational efficiency, and reducing time to market. The problem is today, just 13% of organizations excel at delivering on their data strategy.

Strategy 290

Strategy Technical Review Data Software Review 290

CIO

SEPTEMBER 2, 2022

With IT leaders increasingly needing data scientists to gain game-changing insights from a growing deluge of data, hiring and retaining those key data personnel is taking on greater importance. But there simply aren’t enough trained — not to mention experienced — data scientists for all the companies looking to harness them.

Data 246

Data Machine Learning Artificial Inteligence Training 246

CIO

SEPTEMBER 1, 2022

With IT leaders increasingly needing data scientists to gain game-changing insights from a growing deluge of data, hiring and retaining those key data personnel is taking on greater importance. But there simply aren’t enough trained — not to mention experienced — data scientists for all the companies looking to harness them.

Data 246

Data Machine Learning Artificial Inteligence Training 246

CIO

MARCH 12, 2024

Additionally, we are looking into training LLMs [large language models] on our code base to unlock further productivity boosts for our developers and data engineers. As gen AI becomes increasingly prevalent, “we’re seeing value in having people who are cross-trained with these tools,” Lanehart says.

Software Development 329

Software Development Software Review Weak Development Team Software 329

TechCrunch

JANUARY 10, 2023

The need for data observability, or the ability to understand, diagnose and orchestrate data health across various IT tools, continues to grow as organizations adopt more apps and services. ” Metaplane monitors data using anomaly detection models trained primarily on historical metadata.

Data 241

Data Software Review Technical Review Systems Review 241

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]. 1 ML technology in the survey, while PyTorch came in at No.

Artificial Inteligence 114

Artificial Inteligence Trends Artificial Intelligence Machine Learning 114

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.

Trends 87

Trends Data Machine Learning Artificial Inteligence 87

The Crazy Programmer

MARCH 14, 2020

The rise of mobile devices, cloud-based services, data science, artificial intelligence, and other digital technologies has had a massive impact on practically all human activities. The existence of Instagram influencers, YouTubers, remote software QA testers , big data engineers, and so on was unthinkable a decade ago.

Artificial Intelligence 208

Artificial Intelligence Artificial Inteligence Survey Technology 208

Existek

SEPTEMBER 28, 2023

With the major progress in all sub-domains of artificial intelligence, the demand for AI developers has tremendously increased. And the main focus remains on implementing and integrating artificial intelligence into the project deliverables. They design, develop, and fine-tune AI models to achieve desired outcomes.

Artificial Inteligence 52

Artificial Inteligence Development How To Artificial Intelligence 52

O'Reilly Media - Ideas

JANUARY 29, 2019

A recent survey investigated how companies are approaching their AI and ML practices, and measured the sophistication of their efforts. The current generation of AI and ML methods and technologies rely on large amounts of data—specifically, labeled training data. Data scientists and data engineers are in demand.

Sustainability 85

Sustainability Company Machine Learning Artificial Inteligence 85

O'Reilly Media - Ideas

JULY 1, 2019

In a survey we released earlier this year, we found that more than 60% of respondents worked in organizations that planned to invest some of their IT budgets into AI. But we are also beginning to see AI and machine learning gain traction in areas like customer service and IT.

Software Development 61

Software Development Artificial Inteligence Software Machine Learning 61

O'Reilly Media - Ideas

AUGUST 26, 2019

Continuous learning is critical to business success, but providing employees with an easily accessible, results-driven solution they can access from wherever they are, whenever they need it, is no easy feat. These are some of the features O’Reilly Online Learning provides to its 2.25 Machine Learning with Python Cookbook.

Artificial Inteligence 38

Artificial Inteligence Organization Machine Learning Artificial Intelligence 38

O'Reilly Media - Ideas

FEBRUARY 11, 2019

Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. This concurs with survey results we plan to release over the next few months. I’ll also highlight some interesting uses cases and applications of data, analytics, and machine learning.

Big Data 86

Big Data Technology Tools Cloud 86

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. To assess the state of adoption of machine learning (ML) and AI, we recently conducted a survey that garnered more than 11,000 respondents. is extremely high.

Technology 76

Technology Artificial Inteligence Machine Learning Hardware 76

Hu's Place - HitachiVantara

JANUARY 3, 2019

Public cloud, agile methodologies and devops, RESTful APIs, containers, analytics and machine learning are being adopted. ” Deployments of large data hubs have only resulted in more data silos that are not easily understood, related, or shared.

Trends 86

Trends Artificial Inteligence Data Center Machine Learning 86

Altexsoft

FEBRUARY 11, 2023

Data is now one of the most valuable assets for any kind of business. The 11th annual survey of Chief Data Officers (CDOs) and Chief Data and Analytics Officers reveals 82 percent of organizations are planning to increase their investments in data modernization in 2023. Feel free to enjoy it. Feel free to enjoy it.

Data 87

Data Data Engineering Big Data Architecture 87

CIO

DECEMBER 6, 2023

Some of the most vocal complaints about generative AI have come from authors and artists unhappy at having their work used to train large language models (LLMs) without permission. Human reviewers should be trained to critically assess AI output, not just accept it at face value.”

Generative AI 334

Generative AI Artificial Inteligence Technical Review Weak Development Team 334

TIBCO - Connected Intelligence

JULY 29, 2019

While many organizations are investing heavily in data science and machine learning (ML), far fewer have found a way to monetize their initiatives and fully realize the value from the insights uncovered. See Gartner’s survey results below. Best Practices to Operationalize Data Science and Machine Learning.

Innovation 26

Innovation Artificial Inteligence Machine Learning Guidelines 26

Altexsoft

APRIL 13, 2023

“Control towers are the artificial intelligence (AI) of supply chain. Leading executives focus on building resilient and intelligent supply chains that can withstand the turmoil due to data-based proactive decisions. Let’s look at what they say in recent surveys. Christian Titze, vice president analyst at Gartner.

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

Coforge

AUGUST 31, 2020

The drastic shift from traditional and orthodox system frameworks and operations can be unarguably attributed to the influx of intelligent technologies such as Artificial Intelligence, Machine Learning, Big Data, Blockchain/DLT led smart contracts, and widespread usage of cloud systems. .

Insurance 40

Insurance Technology Artificial Inteligence Policies 40

Altexsoft

JUNE 26, 2023

All successful companies do it: constantly collect data. They track people’s behavior on the Internet, initiate surveys, monitor feedback, listen to signals from smart devices, derive meaningful words from emails, and take other steps to amass facts and figures that will help them make business decisions. What is data collection?

Machine Learning 52

Machine Learning Artificial Inteligence Data Systems Review 52

O'Reilly Media - Ideas

JULY 28, 2020

It’s often difficult for businesses without a mature data or machine learning practice to define and agree on metrics. As Jez Humble said in a Velocity Conference training session, “Metrics should be painful: metrics should be able to make you change what you’re doing.” Data Quality and Standardization.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

O'Reilly Media - Ideas

MARCH 31, 2022

In December 2021 and January 2022, we asked recipients of our Data and AI Newsletters to participate in our annual survey on AI adoption. Are they using tools like AutoML to generate models, and other tools to streamline AI deployment? At the end of the survey, we asked respondents for their email address.

Enterprise 109

Enterprise Artificial Inteligence Government Budget 109

O'Reilly Media - Ideas

JUNE 19, 2019

A look at the landscape of tools for building and deploying robust, production-ready machine learning models. Our surveys over the past couple of years have shown growing interest in machine learning (ML) among organizations from diverse industries. Why aren’t traditional software tools sufficient?

Government 80

Government Artificial Inteligence Machine Learning Testing 80

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. The majority of RPA rollouts remain at the project level, with many large organizations deploying or testing different RPA tools, vendors and solutions.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

DataRobot

MARCH 16, 2023

The DataRobot team has been working hard on new integrations that make data scientists more agile and meet the needs of enterprise IT, starting with Snowflake. We’ve tightened the loop between ML data prep , experimentation and testing all the way through to putting models into production. Why are we focusing on this?

Data 52

Data Machine Learning Artificial Inteligence Agile 52

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. When we analyzed the results , we determined the AI space was in a state of rapid change, so we eagerly commissioned a follow-up survey to help find out where AI stands right now.

Enterprise 131

Enterprise Survey Technical Review Weak Development Team 131

Altexsoft

JULY 18, 2023

Its flexibility allows it to operate on single-node machines and large clusters, serving as a multi-language platform for executing data engineering , data science , and machine learning tasks. How data engineering works in a nutshell. Machine learning.

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

Altexsoft

FEBRUARY 8, 2021

Supply chain practitioners and CEOs surveyed by 6river share that the main challenges of the industry are: keeping up with the rapidly changing customer demand, dealing with delays and disruptions, inefficient planning, lack of automation, rising costs (of transportation, labor, etc.), Optimization opportunities offered by analytics.

Business Intelligence 87

Business Intelligence Analytics Analysis Data 87

CIO

FEBRUARY 26, 2024

Education starts with prompt engineering, the art and science of framing prompts that steer Large Language Models (LLMs) towards desired outputs. Eighty-seven percent of IT leaders Dell surveyed 2 said they would like prompt engineering training for themselves, their teams, or both.

Generative AI 279

Generative AI Artificial Inteligence Company Data Engineering 279

O'Reilly Media - Ideas

MARCH 1, 2023

Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. When you add searches for Go and Golang, the Go language moves from 15th and 16th place up to 5th, just behind machine learning.

Trends 134

Trends Technical Review Technology Software Review 134

Altexsoft

DECEMBER 14, 2022

During shipment, goods are carried using different types of transport: trucks, cranes, forklifts, trains, ships, etc. As a result, all transport machinery from forklifts and cranes to trucks, trains, and ships can handle these containers. Source: Stack Overflow Developer Survey 2022. Docker containers. billion pulls per month.

Weak Development Team 52

Weak Development Team Linux Operating System Virtualization 52

Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. machine learning , DevOps and system administration, automated-testing, software prototyping, and. Source: Python Developers Survey 2020 Results. Python is one of the top programming languages in the world right now. 2021 Stackoverflow survey of the most popular technologies.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

Altexsoft

OCTOBER 3, 2019

In January 2018, The US Bureau of Labor Statistics conducted an employee tenure survey. It entails collecting data from internal and external sources, preprocessing, storing, analyzing it to get insights about people oh whose competence and commitment an organization performance depends. Forecasting employee turnover.

Analytics 16

Analytics Company Off-The-Shelf How To 16

Altexsoft

NOVEMBER 9, 2021

Traditional statistical methods use mainly internal, historical data to predict trends within relatively stable markets. Meanwhile, machine learning (ML) techniques are capable of processing a wide range of both historical and current data from multiple external and internal sources. Extract data. Consolidate data.

Analytics 52

Analytics Software Review Systems Review Technical Review 52