O'Reilly Media - Ideas

JANUARY 8, 2019

Increasing focus on building data culture, organization, and training. In a recent O’Reilly survey , we found that the skills gap remains one of the key challenges holding back the adoption of machine learning. The demand for data skills (“the sexiest job of the 21st century”) hasn’t dissipated. Burgeoning IoT technologies.

Trends 89

Trends Data Machine Learning Artificial Inteligence 89

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

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 86

Sustainability Company Machine Learning Artificial Inteligence 86

CIO

FEBRUARY 13, 2023

This includes spending on strengthening cybersecurity (35%), improving customer service (32%) and improving data analytics for real-time business intelligence and customer insight (30%). CIOs anticipate an increased focus on cybersecurity (70%), data analysis (55%), data privacy (55%), AI/machine learning (55%), and customer experience (53%).

Budget 363

Budget Artificial Inteligence Technical Review VR 363

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 results of our recent AI adoption survey underscore this trend.

Artificial Inteligence 115

Artificial Inteligence Trends Artificial Intelligence Machine Learning 115

O'Reilly Media - Ideas

FEBRUARY 11, 2019

This concurs with survey results we plan to release over the next few months. In a forthcoming survey, “Evolving Data Infrastructure,” we found strong interest in machine learning (ML) among respondents across geographic regions. Temporal data and time-series analytics. Text and Language processing and analysis.

Big Data 87

Big Data Technology Tools Cloud 87

O'Reilly Media - Ideas

NOVEMBER 13, 2018

We recently conducted a survey which garnered more than 11,000 respondents—our main goal was to ascertain how enterprises were using machine learning. One important change outlined in the report is the need for a set of data scientists who are independent from this model-building team.

Machine Learning 92

Machine Learning Artificial Inteligence Software Review Conference 92

Cloudera

JUNE 7, 2022

Cloudera is one of only two visionaries in Gartner’s Cloud DBMS magic quadrant analysis. Also, Cloudera DataFlow is rated highly in the GigaOm Radar for Streaming Data Platforms. Leading industry analysts rated Cloudera better at analytic and operational data use cases than many well-known cloud vendors.

Data 108

Data Architecture Analytics Government 108

Capgemini

NOVEMBER 14, 2022

Let’s look at how to best deliver the potential of self-service BI, demonstrating how an innovative business-centric catalog puts data at the fingertips of decision makers. For self-service BI to succeed, however, the entire data value chain may need to be fixed. It needed to teach people to fish in the data lake.

Agile 52

Agile Technical Review Systems Review Artificial Intelligence 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

O'Reilly Media - Ideas

AUGUST 26, 2019

Among the fastest-growing topics are those central to building AI applications: machine learning (up 58% from 2018), data science (up 53%), data engineering (up 58%), and AI itself (up 52%). Introduction to Machine Learning with Python: A Guide for Data Scientists. Python for Finance, 2nd Edition.

Artificial Inteligence 39

Artificial Inteligence Organization Machine Learning Artificial Intelligence 39

Altexsoft

APRIL 13, 2023

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. Recommendation engines compare numerous scenarios and define an optimal course of action based on the available data and created forecasts.

Technical Review 59

Technical Review Software Review Analytics Systems Review 59

Trigent

NOVEMBER 3, 2022

In comparison, 71% of 3PLs think process quality and performance can be significantly improved with the help of big data. Interestingly, a whopping 91% of respondents in McKinsey’s Global Manufacturing & Supply Chain Pulse Survey 1 believe forecasting in the years ahead needs to be different given the disruption the pandemic has caused.

Analytics 52

Analytics Data IoT Trends 52

Altexsoft

JULY 23, 2020

Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. The same survey shows that putting a model from a research environment to production — where it eventually starts adding business value — takes between 8 to 90 days on average. Data validation. Data preparation.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

O'Reilly Media - Ideas

FEBRUARY 11, 2020

Those suspicions were confirmed when we quickly received more than 1,900 responses to our mid-November survey request. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality.

Weak Development Team 128

Weak Development Team Data Technical Review Survey 128

Coforge

AUGUST 31, 2020

Streamlined Underwriting Process: The automated decision-making processes will enable the insurers to steer through volume work with the advantage of offering the customers with real-time or almost real-time data analysis and predictive analysis.

Insurance 40

Insurance Technology Artificial Inteligence Policies 40

Hu's Place - HitachiVantara

JANUARY 3, 2019

In order to utilize the wealth of data that they already have, companies will be looking for solutions that will give comprehensive access to data from many sources. More focus will be on the operational aspects of data rather than the fundamentals of capturing, storing and protecting data.

Trends 86

Trends Artificial Inteligence Data Center Machine Learning 86

O'Reilly Media - Ideas

FEBRUARY 18, 2020

Along with R , Python is one of the most-used languages for data analysis. there’s a Python library for virtually anything a developer or data scientist might need to do. In the generic software architecture topic, usage in the containers topic increased in our 2019 analysis, growing by 17%.

Technical Review 140

Technical Review Microservices Data Engineering Architecture 140

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 134

Enterprise Survey Technical Review Weak Development Team 134

Existek

SEPTEMBER 28, 2023

Monitoring and maintenance: After deployment, AI software developers monitor the performance of the AI system, address arising issues, and update the model as needed to adapt to changing data distributions or business requirements. Problem-solving skills That’s another cornerstone skill for AI developers.

Artificial Inteligence 52

Artificial Inteligence Development How To Artificial Intelligence 52

CIO

APRIL 24, 2023

Moreover, in a recent Gartner survey, 86% of CIOs said they faced stiffer competition for qualified tech candidates while 73% confirmed they were worried about IT talent attrition. There is a persona-based training curriculum to upskill staffers in modern engineering-oriented IT practices and a mandate for all managers become cloud certified.

Technical Advisors 267

Technical Advisors Training Recruiting Programming 267

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.

Machine Learning 52

Machine Learning Artificial Inteligence Data Systems Review 52

InfoQ Culture Methods

SEPTEMBER 6, 2019

Is it all about customer-centric business, or is there any data left? Can we integrate data analytics and customer empathy? This article explores how we can move towards a more customer-centric business and what information we require in order to understand the most valuable thing we have: our customer. By Almudena Rodriguez Pardo.

Analytics 65

Analytics Agile Data Big Data 65

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. Before diving into the world of Spark, we suggest you get acquainted with data engineering in general. Data analysis.

Weak Development Team 52

Weak Development Team Big Data Data Machine Learning 52

Altexsoft

SEPTEMBER 28, 2021

web development, data analysis. Source: Python Developers Survey 2020 Results. This distinguishes Python from domain-specific languages like HTML and CSS limited to web design or SQL created for accessing data in relational database management systems. 2021 Stackoverflow survey of the most popular technologies.

Weak Development Team 94

Weak Development Team Programming Software Review Systems Review 94

O'Reilly Media - Ideas

JULY 15, 2020

So we did what we usually do: we ran a survey. The survey ran from January 31, 2020 through February 29; we had 1502 respondents from the readers of our mailing lists. Software engineers comprise the survey audience’s single largest cluster, over one quarter (27%) of respondents (Figure 1). What are they using them for?

Microservices 141

Microservices Weak Development Team Survey Architecture 141

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. DataRobot Launch Event From Vision to Value.

Data 52

Data Machine Learning Artificial Inteligence Agile 52

Altexsoft

NOVEMBER 9, 2021

If you use a separate RFI (Request for information), RFP (Request for Proposal), or RFQ (Request for Quote) platform, you’ll have to integrate it with your ERP or procurement system to collect the necessary supplier data. Price analysis dashboard by Sievo with opportunities overview. Cost analysis. Extract data.

Analytics 52

Analytics Software Review Systems Review Technical Review 52

Altexsoft

OCTOBER 3, 2019

In January 2018, The US Bureau of Labor Statistics conducted an employee tenure survey. People analytics is the analysis of employee-related data using tools and metrics. Forecasting future outcomes, events or values based on the analysis of current and historical data is done with predictive analytics.

Analytics 16

Analytics Company Off-The-Shelf How To 16

O'Reilly Media - Ideas

MARCH 2, 2020

Radar data points: Recent research and analysis. In “ 5 key areas for tech leaders to watch in 2020 ,” we examined search and usage data from the O’Reilly online learning platform. This data contains notable signals about the trends, topics, and issues tech leaders need to watch and explore.

Agile 21

Agile Artificial Inteligence Weak Development Team SCRUM 21

BPM

JANUARY 18, 2019

Process mining will be incorporated into larger suites of professional business process analysis tools. This will aid the faster creation of baseline models, enabling analysis and process improvement. AI-enabled data engines will provide insight about what processes can be redesigned and/or automated.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

Altexsoft

MARCH 2, 2023

Essentially, the fundamental principle underlying this process is to recognize data as a valuable resource, given its significant role in driving business success. Data management is a technical implementation of data governance and involves the practical aspects of working with data, such as data storage, retrieval, and analysis.

Government 52

Government Tools Data Weak Development Team 52

O'Reilly Media - Ideas

MARCH 1, 2023

JavaScript shows up at, or near, the top on most programming language surveys, such as RedMonk’s rankings (usually in a virtual tie with Java and Python). Data Data is another very broad category, encompassing everything from traditional business analytics to artificial intelligence. year-over-year decline.

Trends 136

Trends Technical Review Technology Software Review 136

Altexsoft

NOVEMBER 22, 2019

The importance of collecting and structuring guest data is reflected in a recent survey among hotel chains across the world. Hotel data storing: consider warehouses. Once you know where to find valuable data, the next question that arises is how to preserve it and prepare for further processing and business analysis.

Hotels 18

Hotels Data Technical Review Systems Review 18

Altexsoft

DECEMBER 9, 2020

In the era of global digital transformation , the role of data analysis in decision-making increases greatly. Data is collected to provide a better understanding of the reality, and in most cases, the only reports available are the ones reflecting financial results. Often, no technologies are involved in data analysis.

Analytics 102

Analytics Technical Review Technology Applications 102

Altexsoft

DECEMBER 15, 2021

The rest is done by data engineers, data scientists , machine learning engineers , and other high-trained (and high-paid) specialists. Currently, it helps businesses with anomaly and fraud detection , pricing and sales management, planning and scheduling, research and analysis, and other tasks.

Machine Learning 59

Machine Learning Artificial Inteligence How To Azure 59

O'Reilly Media - Ideas

JANUARY 25, 2022

Our approach to Answers was to do a simple “bag of words” analysis: count the number of times each word was used in all Answers queries. Our analysis only included organic questions; we didn’t count clicks on the question bank. In our 2021 Data/AI Salary Survey , we noted that most respondents used more than one programming language.

Trends 110

Trends Technical Review Technology Artificial Inteligence 110