O'Reilly on Data

FEBRUARY 19, 2021

The data that powers ML applications is as important as code, making version control difficult; outputs are probabilistic rather than deterministic, making testing difficult; training a model is processor intensive and time consuming, making rapid build/deploy cycles difficult. A Wave of Cloud-Native, Distributed Data Frameworks.

Data Lake 289

Data Lake Data Warehouse Machine Learning Modeling 289

datapine

MAY 14, 2019

“Big data is at the foundation of all the megatrends that are happening.” – Chris Lynch, big data expert. We live in a world saturated with data. Zettabytes of data are floating around in our digital universe, just waiting to be analyzed and explored, according to AnalyticsWeek. Wondering which data science book to read?

Data Science 350

Data Science Machine Learning Data-driven Big Data 350

Smart Data Collective

MARCH 2, 2022

Data science is an evolving profession. A number of new platforms and tools are being regularly rolled out to help data scientists do their jobs more effectively and easily. Savvy data scientists and AI developers are keeping up with trends and learning the new technology that can help them work more efficiently.

Data Science 111

Data Science Enterprise Insurance Digital Transformation 111

CIO Business Intelligence

AUGUST 11, 2023

How natural language processing works NLP leverages machine learning (ML) algorithms trained on unstructured data, typically text, to analyze how elements of human language are structured together to impart meaning. An NLP algorithm uses this data to find patterns and extrapolate what comes next. Chatbots work the same way.

Unstructured Data 142

Unstructured Data Modeling Machine Learning Data mining 142

Smart Data Collective

SEPTEMBER 25, 2023

Data science has been one of the biggest gamechangers affecting countless industries all around the world. More and more companies are hiring skilled data scientists to help them address some of their most pressing challenges. The BLS reports that the average data scientist earns $115,240 a year.

Data Science 92

Data Science Marketing Strategy Technology 92

CIO Business Intelligence

OCTOBER 23, 2023

All of these present challenges for IT professionals within their day-to-day activities in data centers. Rather, it’s a different way of looking at how to create value – eliminating waste and improving the productivity of the resources we do use. It’s a win-win scenario when moving to an as-a-service model.

Cost-Benefit 105

Cost-Benefit Uncertainty Digital Transformation Optimization 105

Smart Data Collective

DECEMBER 21, 2022

Big data technology has become critical for modern life. A growing number of data scientists are being employed in various industries to help solve many challenges. The IT and cybersecurity sectors are heavily dependent on people with an expertise in data science. A Remote-friendly Career Path? Historically, a St.

IT 113

IT Big Data Data Science Data-driven 113

CIO Business Intelligence

JULY 18, 2023

The CIO’s biggest hiring challenge is clear: “There is simply not enough talent to go around,” says Scott duFour, global CIO of business payments company Fleetcor, for whom positions in areas such as AI, cloud architecture, and data science remain the toughest to fill. The net result? million professionals.

IT 98

IT Data Science IoT Digital Transformation 98

Rocket-Powered Data Science

OCTOBER 16, 2020

Some key elements of such strategies that have emerged include explainable AI, trusted AI, AI ethics, operationalizing AI, scaling sustainable AI operations, workforce development (training), and how to speed up all of this development. 5) There is a continued (and growing) strong belief that U.S.

Strategy 198

Strategy Insurance Snapshot Digital Transformation 198

CIO Business Intelligence

NOVEMBER 29, 2023

To do so, the organization collected retired computers and laptops from companies, fixed them up, and redistributed them back into the community through schools and nonprofits. Per Scholas was founded in 1995 in the Bronx as a computer reclamation company with the goal of bridging the digital divide.

IT 105

IT Software Technology Cost-Benefit 105

CIO Business Intelligence

MAY 23, 2022

With a need for speed, organizations must also recognize the fact that almost half of AI projects never make it beyond the proof of concept stage. Blame can go in many directions — such as teams lacking necessary skill sets or little-to-no collaboration among data scientists, IT and business stakeholders.

Software 105

Software Modeling Data Science Strategy 105

CIO Business Intelligence

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.

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

O'Reilly on Data

NOVEMBER 29, 2022

For years, malicious computer worms and viruses were the stuff of science fiction. If an AI solution caused widespread harm, regulatory bodies with investigative resources and powers of subpoena would jump in. Even when catastrophes don’t kill large numbers of people, they often change how we think and behave.

Machine Learning 278

Machine Learning Recreation/Entertainment Risk Testing 278

Smart Data Collective

APRIL 20, 2023

Are you interested in a career in big data? As we said before, there are many careers you can go into with a degree in data science. The BLS reports that there are 113,000 data scientists in the country. That figure is growing by the year. Professors aren’t the only ones using big data at universities.

Big Data 101

Big Data Cost-Benefit Data Science Data-driven 101

CIO Business Intelligence

MARCH 22, 2022

Despite national conversations about a lack of women in tech, women remain largely underrepresented in STEM roles , according to a study by the National Science Foundation. And the pipeline doesn’t suggest a near-term correction, as only 19% of computer science degrees were awarded to women in 2016, down from 27% in 1997. Ada’s List.

Software 145

Software Technology Statistics IT 145

CIO Business Intelligence

FEBRUARY 19, 2024

Officials at the North Carolina Department of Information Technology found themselves in a position familiar to most IT organizations: aware of the need to do more to attract IT workers given that they — like most employers — faced fierce competition for talent.

IT 137

IT Consulting Reporting Software 137

O'Reilly on Data

JULY 28, 2020

If you’re an AI product manager (or about to become one), that’s what you’re signing up for. It’s often difficult for businesses without a mature data or machine learning practice to define and agree on metrics. In this case, the business probably got caught up in the hype about AI, but hasn’t done any of the preparation.

Marketing 362

Marketing Experimentation Metrics Testing 362

Laminar Security

NOVEMBER 1, 2023

Data is more critical than ever in 2023. Even if teams are actively seeking to improve their data security, it’s challenging to do so within today’s multi-cloud environments. Even if teams are actively seeking to improve their data security, it’s challenging to do so within today’s multi-cloud environments.

Data Science 94

Data Science Risk Enterprise Technology 94

Smart Data Collective

OCTOBER 8, 2022

A growing number of students are finding ways to leverage the cloud to improve their learning experience. The SAT isn’t something you just wake up and take. Cloud technology is changing some of the most core aspects of our lives. However, students can also use the cloud to their advantage. The SAT is a 3 hour and 50-minute exam.

Technology 130

Technology Testing Data Processing IT 130

Smart Data Collective

OCTOBER 22, 2021

Unbelievably, this is the amount of data that was created every day in 2021. That’s a lot of data and a lot of work for experts working in the field of data science services. And cost-effective marketing and production can’t be done without data. They monitor your data. 1.145 trillion megabytes!

Data Science 136

Data Science Marketing Manufacturing Management 136

Smart Data Collective

AUGUST 16, 2021

The market for big data is growing rapidly. billion on big data this year. As the demand for big data continues to grow, the need for software developers that are knowledgeable about data science will rise as well. How Much Can a Software Developer with a Background in Data Science Really Earn?

Software 112

Software Consulting Data Science Big Data 112

CIO Business Intelligence

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%).

IT 145

IT Insurance Machine Learning Marketing 145

datapine

AUGUST 14, 2019

Data science has become an extremely rewarding career choice for people interested in extracting, manipulating, and generating insights out of large volumes of data. To fully leverage the power of data science, scientists often need to obtain skills in databases, statistical programming tools, and data visualizations.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

CIO Business Intelligence

APRIL 25, 2022

An Omdia report notes, “Successful enterprise ML at scale demands the careful orchestration of a complex tapestry made up of people, processes, and platforms, an effort that does not end when an ML solution goes live but instead continues for the life of the solution.” . Enterprises are betting big on machine learning (ML). IDC agrees.

Machine Learning 134

Machine Learning Enterprise Deep Learning Cost-Benefit 134

AWS Big Data

MAY 4, 2023

Welcome to the era of data. The sheer volume of data captured daily continues to grow, calling for platforms and solutions to evolve. Services such as Amazon Simple Storage Service (Amazon S3) offer a scalable solution that adapts yet remains cost-effective for growing datasets.

Data Processing 90

Data Processing Metadata Informatics Interactive 90

DataRobot Blog

SEPTEMBER 1, 2022

The latest McKinsey Global Survey on AI proves that AI adoption continues to grow and that the benefits remain significant. But we can take the right actions to prevent failure and ensure that AI systems perform to predictably high standards, meet our business needs, and unlock additional resources for financial sustainability. .

Metrics 145

Metrics Statistics Modeling Data Science 145

datapine

MAY 21, 2019

“BI is about providing the right data at the right time to the right people so that they can take the right decisions” – Nic Smith. Data analytics isn’t just for the Big Guys anymore; it’s accessible to ventures, organizations, and businesses of all shapes, sizes, and sectors. They need to make quick and informed decisions.

Business Intelligence 183

Business Intelligence Cost-Benefit Dashboards Slice and Dice 183

Smart Data Collective

SEPTEMBER 24, 2021

While it might sound ironic that high-tech fields such as data science still require you to submit a resume, even the most cursory look over a list of job openings should prove this to be true. If you’re applying for a job in the IT or data science spaces, then you don’t want to do this.

Data Science 123

Data Science Statistics Software Management 123

CIO Business Intelligence

AUGUST 1, 2023

Data collection on tribal languages has been undertaken for decades, but in 2012, those working at the Myaamia Center and the National Breath of Life Archival Institute for Indigenous Languages realized that technology had advanced in a way that could better move the process along. “We

Risk 98

Risk IT Software Digital Transformation 98

CIO Business Intelligence

MARCH 7, 2023

Demand for tech talent was up by 50% to 60% in the last two years, mainly attributable to industry-spanning hyper digitalization. In response to the demands from business, the strength of our IT department has gone up from 20 to 50 in the last two years,” says Ranganathan Iyer, CIO at auto components manufacturer JBM Group.

IT 111

IT Cost-Benefit Manufacturing Technology 111

CIO Business Intelligence

APRIL 27, 2023

For technologists with the right skills and expertise, the demand for talent remains and businesses continue to invest in technical skills such as data analytics, security, and cloud. And according to the latest 2023 Dice Tech Salary Report , you don’t need to reach for an executive career in IT to earn a six-figure salary.

IT 116

IT Software Risk Management 116

CDW Research Hub

JULY 18, 2022

While many organizations understand the business need for a data and analytics cloud platform , few can quickly modernize their legacy data warehouse due to a lack of skills, resources, and data literacy. Sirius has created a lightweight development tool to rapidly build and deploy best-practice data models.

Optimization 87

Optimization Data Lake Data Warehouse Manufacturing 87

Domino Data Lab

JANUARY 21, 2022

Data science is facing an overwhelming demand for CPU cycles as scientists try to work with datasets that are growing in complexity faster than Moore’s Law can keep up. The data science industry will need to embrace parallelization and GPU processing to efficiently utilize increasingly complex datasets.

Modeling 40

Modeling Data Science Machine Learning 40

CIO Business Intelligence

FEBRUARY 1, 2023

While the onus of change rests in large part on employers to alter their approaches to hiring and inclusivity in the workplace, the following 17 professional organizations are dedicated to advancing the careers of Black IT pros and increasing Black representation in the tech industry through training, networking resources, and more.

IT 111

IT Technology Software Data Processing 111

IBM Big Data Hub

JULY 19, 2023

Life sciences industry is beginning to take notice and aims to leapfrog the technological advances. Life sciences industry has—for decades now—moved from the traditional discovery-based drug development to target market-based drug development paradigm.

Consulting 64

Consulting Machine Learning Manufacturing Optimization 64

IBM Big Data Hub

JANUARY 9, 2024

In fact, IDC estimates that IT infrastructure-related spending will grow by a modest 4.5% Building confidence in safeguarding data Data is the lifeblood of modern businesses, but its movement must be safe and compliant. The result?

Digital Transformation 73

Digital Transformation Business Driver Optimization Strategy 73

O'Reilly on Data

MAY 18, 2020

economy has ground to a halt, and social norms about our data and our privacy have been thrown out the window throughout much of the world. The most common types of AI systems are still only as good as their training data. When does AI create liability that organizations need to respond to? Much of the U.S.

Risk 359

Risk Modeling Data Processing Software 359