CIO

APRIL 12, 2023

By George Trujillo, Principal Data Strategist, DataStax I recently had a conversation with a senior executive who had just landed at a new organization. He had been trying to gather new data insights but was frustrated at how long it was taking. Real-time AI involves processing data for making decisions within a given time frame.

Artificial Inteligence 333

Artificial Inteligence Artificial Intelligence Machine Learning Agile 333

CIO

OCTOBER 18, 2023

German healthcare company Fresenius Medical Care, which specializes in providing kidney dialysis services, is using a combination of near real-time IoT data and clinical data to predict one of the most common complications of the procedure.

Artificial Inteligence 331

Artificial Inteligence Analytics Artificial Intelligence Machine Learning 331

CIO

JULY 23, 2023

quintillion bytes of new data (that’s 2.5 More than 60% of corporate data is unstructured, according to AIIM , and a significant amount of this unstructured data is in the form of non-traditional “records,” like text and social media messages, audio files, video, and images. Data Management followed by 18 zeros!).

Government 217

Government Artificial Inteligence Data Artificial Intelligence 217

Hacker Earth Developers Blog

MAY 22, 2020

In our third episode of Breaking 404 , we caught up with Srivatsan Ramanujam, Director of Software Engineering: Machine Learning, Salesforce to discuss everything about Machine Learning and the best practices for ML engineers to excel in their careers. Again, focus on Data Science and Machine Learning.

Machine Learning 130

Machine Learning Artificial Inteligence Software Engineering Engineering 130

CIO

AUGUST 7, 2023

With data, an organization can do super powerful things with AI and machine learning, like building models that do everything from enhancing fraud detection capabilities to identifying gaps in the market for the organization to separate from the pack. According to research firm Forrester, 94% of U.S.

Data 193

Data Agile Government Cloud 193

O'Reilly Media - Data

AUGUST 7, 2018

New survey results highlight the ways organizations are handling machine learning's move to the mainstream. As machine learning has become more widely adopted by businesses, O’Reilly set out to survey our audience to learn more about how companies approach this work. What metrics are used to evaluate success?

Machine Learning 143

Machine Learning Artificial Inteligence Survey Company 143

CIO

MARCH 7, 2023

Some IT organizations elected to lift and shift apps to the cloud and get out of the data center faster, hoping that a second phase of funding for modernization would come. Today, many CIOs must determine which agile tools to use and where to create practice standards. Apply agile when developing low-code and no-code experiences.

Weak Development Team 360

Weak Development Team Technical Review Software Review SCRUM 360

Mentormate

DECEMBER 12, 2023

In a previous blog post, we introduced a five-phase framework to plan out Artificial Intelligence (AI) and Machine Learning (ML) initiatives. The Traditional Machine Learning Workflow Initiating a traditional ML project begins with collecting data. Duplicated records are identified and rectified.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Technical Review Development 52

CIO

OCTOBER 4, 2022

Business leaders, recognizing the importance of elevated customer experiences, are looking to the CIO and their IT teams to help harness the power of data, predictive analytics, and cloud resources to create more engaging, seamless experiences for customers. Embed CX into your data strategy. Consider three key areas of focus: 1.

Artificial Inteligence 246

Artificial Inteligence Data AWS Machine Learning 246

CIO

NOVEMBER 22, 2022

Every enterprise needs a data strategy that clearly defines the technologies, processes, people, and rules needed to safely and securely manage its information assets and practices. Here’s a quick rundown of seven major trends that will likely reshape your organization’s current data strategy in the days and months ahead.

Trends 363

Trends Strategy Enterprise Artificial Inteligence 363

CIO

MARCH 24, 2023

Data governance definition Data governance is a system for defining who within an organization has authority and control over data assets and how those data assets may be used. It encompasses the people, processes, and technologies required to manage and protect data assets.

Government 356

Government Data Technical Review Policies 356

CIO

MARCH 26, 2024

Increase agility and flexibility for faster adaptation By adopting digital solutions and technologies, organizations can swiftly adapt to changing market conditions, customer demands, and industry trends. Here’s how to optimize IT resources and get the most out of your team.

Machine Learning 250

Machine Learning Artificial Inteligence Big Data Agile 250

CIO

MAY 6, 2024

Need #4: With the contact center becoming more data-driven and predictive, staying agile is crucial. AI is a core part of the “connected rep” strategy, from advanced analytics capabilities that filter mountains of customer interaction data, to automation that helps build workflows that improve service interactions.

Agile 130

Agile Artificial Inteligence Industry Real Estate 130

CIO

JANUARY 18, 2024

Half of CEOs say their organization is at least somewhat unprepared for AI and machine learning (ML) adoption, according to Workday’s C-Suite Global AI Indicator Report. While these data points may be cause for concern, decision-makers are generally optimistic about their organization’s ability to adapt.

Artificial Inteligence 296

Artificial Inteligence Artificial Intelligence Machine Learning Study 296

Cloudera

AUGUST 24, 2022

Cloudera Machine Learning (CML) is a cloud-native and hybrid-friendly machine learning platform. It unifies self-service data science and data engineering in a single, portable service as part of an enterprise data cloud for multi-function analytics on data anywhere.

Machine Learning 81

Machine Learning Artificial Inteligence Open Source Windows 81

O'Reilly Media - Data

JULY 23, 2018

Recognizing the interest in ML, the Strata Data Conference program is designed to help companies adopt ML across large sections of their existing operations. Along the way, I’ll highlight key sections of the upcoming Strata Data conference in New York this September. Machine Learning in the enterprise".

Machine Learning 118

Machine Learning Artificial Inteligence How To Case Study 118

Cloudera

MAY 30, 2024

Cloudera customers run some of the biggest data lakes on earth. These lakes power mission-critical, large-scale data analytics and AI use cases—including enterprise data warehouses. With an open data lakehouse powered by Apache Iceberg, businesses can better tap into the power of analytics and AI.

Analytics 63

Analytics Data Machine Learning Artificial Inteligence 63

CIO

AUGUST 2, 2022

Data analytics and business intelligence are critical to every business, but especially important in the energy industry, as information is channeled from consumers and commercial clients related to usage that feeds into AES’ sustainability and services planning. The second is the data quality in our legacy systems. That’s one.

Energy 197

Energy Data Sustainability Machine Learning 197

DataRobot

MARCH 23, 2023

In a challenging economy, agility, speed, and efficiency are vital. This is why businesses are increasingly investing in machine learning operations (MLOps): IDC predicts by 2024, 60% of enterprises will have operationalized their ML workflows by using MLOps. 2 What Is MLOps and How Does It Help?

Artificial Inteligence 52

Artificial Inteligence Machine Learning Weak Development Team Software Review 52

Openxcell

APRIL 7, 2023

Machine Learning has noticed rapid growth—resulting in the creation of numerous tools and platforms for creating, evaluating, and deploying Machine Learning Models. The most popular Machine Learning tools have earned wide adoption in different industry settings and have active user and contributor groups.

Artificial Inteligence 52

Artificial Inteligence Machine Learning Tools Artificial Intelligence 52

CIO

NOVEMBER 16, 2023

In a career spanning such companies as IBM, KeyCorp, M&T Bank, and BMO, she has “answered the call” many times, most recently as CIO of The Hartford, where she is responsible for the overall strategy, vision, and execution of business technology, cyber, data analytics, and data science. Can you expand on that?

Artificial Inteligence 298

Artificial Inteligence Insurance Agile Analytics 298

TechCrunch

SEPTEMBER 28, 2022

The modern data stack consists of hundreds of tools for app development, data capture and integration, orchestration, analysis and storage. ” Agarwal and Babu met at Duke University, where Shivnath was a tenured professor researching how to make data-intensive compute systems easier to manage.

Data 204

Data Banking Machine Learning Artificial Inteligence 204

CIO

DECEMBER 22, 2022

DataOps (data operations) is an agile, process-oriented methodology for developing and delivering analytics. It brings together DevOps teams with data engineers and data scientists to provide the tools, processes, and organizational structures to support the data-focused enterprise. What is DataOps?

Analytics 317

Analytics Data Engineering Machine Learning Artificial Inteligence 317

InfoQ Culture Methods

MAY 30, 2023

This article introduces the field of green software engineering, showing the Green Software Foundation’s Software Carbon Intensity Specification, which is used to estimate the carbon footprint of software, and discusses ideas on how to make machine learning greener.

Artificial Inteligence 62

Artificial Inteligence Machine Learning Software Engineering Software 62

CIO

AUGUST 2, 2022

“My first year as a CTO involved learning a lot about the security and scalability of the infrastructure, data privacy, and compliance. Part of the learning process was figuring out how to ask the right questions and work with experts to solve very detailed and strategic problems.”. It’s going to be very, very powerful.”.

CTO 205

CTO Industry Data Machine Learning 205

CIO

NOVEMBER 29, 2022

By George Trujillo, Principal Data Strategist, DataStax Innovation is driven by the ease and agility of working with data. Increasing ROI for the business requires a strategic understanding of — and the ability to clearly identify — where and how organizations win with data.

Organization 247

Organization Technical Review Data Artificial Inteligence 247

Agile Alliance

AUGUST 26, 2019

There is unpredictability of machine learning algorithms when confronted with real people. How much bias machine learning algorithms can introduce? How much came from the data used to train the algorithms and how much came from the algorithm itself? Agile teams are built on that.

Agile 100

Agile Machine Learning Artificial Inteligence Study 100

InfoQ Culture Methods

FEBRUARY 16, 2023

Have you ever wondered about systems based on machine learning? In those cases, testing takes a backseat. And even if testing is done, it’s done mostly by developers itself. A tester’s role is not clearly portrayed. Testers usually struggle to understand ML-based systems and explore what contributions they can make.

Artificial Inteligence 99

Artificial Inteligence Machine Learning System Testing 99

CIO

SEPTEMBER 8, 2022

Most organizations understand the profound impact that data is having on modern business. In Foundry’s 2022 Data & Analytics Study , 88% of IT decision-makers agree that data collection and analysis have the potential to fundamentally change their business models over the next three years. Customers have too many options.

Data 271

Data Fractional CTO Artificial Inteligence Systems Review 271

CIO

OCTOBER 20, 2023

Certified Agile Leadership (CAL) The Certified Agile Leadership (CAL) certification is offered by ScrumAlliance and includes three certification modules, including CAL Essentials, CAL for Teams, and CAL for Organizations.

SCRUM 341

SCRUM Azure AWS Agile 341

CIO

APRIL 27, 2023

At this time of dynamic business and market changes, uncertainty, and quickly evolving consumption models for IT infrastructure, every IT executive understands the benefits and necessity of network agility. Agile networks can respond quickly to changes in the market, customer demands, employee requirements, and technology advances.

Network 224

Network Artificial Inteligence Artificial Intelligence Machine Learning 224

d2iq

FEBRUARY 19, 2021

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

Artificial Inteligence 103

Artificial Inteligence Machine Learning Technical Review Software Review 103

CIO

JULY 13, 2022

Much of the hype around big data and analytics focuses on business value and bottom-line impacts. Data makes the most ambitious and even idealistic goals—like making the world a better place—possible. Data makes the most ambitious and even idealistic goals—like making the world a better place—possible.

Data 208

Data eBook Culture Government 208

CIO

AUGUST 23, 2023

Having joined its executive team 18 months ago, CDIO Jennifer Hartsock oversees its global technology portfolio, and digital and data strategies, so she has to keep track of a lot of moving parts, both large and small, to help achieve the company’s big corporate strategy about being ‘better together.’ “It

Strategy 235

Strategy Data Artificial Inteligence Generative AI 235

CIO

DECEMBER 1, 2023

Since its origins in the early 1970s, LexisNexis and its portfolio of legal and business data and analytics services have faced competitive threats heralded by the rise of the Internet, Google Search, and open source software — and now perhaps its most formidable adversary yet: generative AI, Reihl notes. “We

Generative AI 295

Generative AI Artificial Inteligence ChatGPT Azure 295

Cloudera

OCTOBER 29, 2020

With the massive explosion of data across the enterprise — both structured and unstructured from existing sources and new innovations such as streaming and IoT — businesses have needed to find creative ways of managing their increasingly complex data lifecycle to speed time to insight. Secure, Integrated Visualizations Native to CDP.

Data 109

Data Machine Learning Artificial Inteligence Analytics 109

CIO

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. As every CIO can attest, the aggregate demand for IT and data capabilities is straining their IT leadership teams.

Artificial Inteligence 351

Artificial Inteligence Generative AI Technical Review Software Review 351