Smart Data Collective

SEPTEMBER 8, 2021

Machine learning has made app development much easier than ever, even for people without previous coding experience. With machine learning, app development has become streamlined so much that, most people can use software to create apps without previous coding knowledge. Where Machine Learning and App Building Meets.

Machine Learning 99

Machine Learning Software Testing IT 99

Smart Data Collective

APRIL 22, 2020

Big data has turned the software industry on its head. The relationship between software development and big data is a two-way street. While many software developers are looking to create new applications that use big data, they are also using big data to streamline development.

Data-driven 93

Data-driven Software Big Data Testing 93

Rocket-Powered Data Science

FEBRUARY 15, 2023

Third, any commitment to a disruptive technology (including data-intensive and AI implementations) must start with a business strategy. These changes may include requirements drift, data drift, model drift, or concept drift. I suggest that the simplest business strategy starts with answering three basic questions: What?

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Smart Data Collective

DECEMBER 11, 2020

Big data is changing the future of software development in countless ways. Towards Data Science talked about some of the biggest changes that big data has created in this rapidly evolving field. One of them was the shift towards all-in-one data-driven software development across various industries.

Data-driven 100

Data-driven Software Big Data Testing 100

Smart Data Collective

AUGUST 20, 2021

As we said in the past, big data and machine learning technology can be invaluable in the realm of software development. Machine learning technology has become a lot more important in the app development profession. Machine learning can be surprisingly useful when it comes to monetizing apps.

Machine Learning 89

Machine Learning Data mining Advertising Deep Learning 89

Smart Data Collective

AUGUST 8, 2021

Big data has been a crucial aspect of modern SEO. There are a number of new ranking factors that Google depends on, which means that using data analytics and AI technology can help immensely. Utilizing Big Data in Your Technical SEO Strategy. Big data can be very useful when it comes to internal linking.

Data-driven 78

Data-driven Big Data Machine Learning Testing 78

IBM Big Data Hub

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029.

Machine Learning 48

Machine Learning Marketing Forecasting Modeling 48

Smart Data Collective

FEBRUARY 8, 2021

It wasn’t long ago that we wrote about how big data was setting new standards in the field of web design. More web developers are going to rely heavily on data-driven technology to improve the quality of their work in the near future. So, how can machine learning algorithms help within the practice of graphic design?

Machine Learning 107

Machine Learning Software Recreation/Entertainment Big Data 107

AWS Big Data

MARCH 30, 2023

An event-driven architecture is a software design pattern in which decoupled applications can asynchronously publish and subscribe to events via an event broker. Amazon Elastic Kubernetes Service (Amazon EKS) is becoming a popular choice among AWS customers to host long-running analytics and AI or machine learning (ML) workloads.

Data-driven 79

Data-driven Metadata Testing Management 79

Smart Data Collective

AUGUST 26, 2021

Data analytics technology is one of the biggest reasons that things are changing faster than ever. This is one of the areas that has been fundamentally transformed by new advances in data analytics technology. Understanding the Shift Caused by Data Analytics in Digital Lending. Customers buy their cars online.

Data-driven 73

Data-driven Software Risk Testing 73

Smart Data Collective

JUNE 7, 2019

Machine learning is playing a very important role in improving the functionality of task management applications. In January, Towards Data Science published an article on this very topic. “In Project managers should be aware of the changes that machine learning has brought to task management applications.

Machine Learning 77

Machine Learning Software Management Data Science 77

Smart Data Collective

SEPTEMBER 8, 2020

You can see how big data and AI are being utilized by the most astute CBD marketers. You can get a better sense of the role that big data plays in the changing direction of the market. So how can you stand out in a crowded marketplace by leveraging data analytics ? Big Data is Driving Major Changes in the CBD Industry.

Data-driven 107

Data-driven Marketing Big Data Advertising 107

Cloudera

AUGUST 22, 2024

Established in 2014, this center has become a cornerstone of Cloudera’s global strategy, playing a pivotal role in driving the company’s three growth pillars: accelerating enterprise AI, delivering a truly hybrid platform, and enabling modern data architectures.

Machine Learning 71

Machine Learning Testing Enterprise Data-driven 71

CIO Business Intelligence

FEBRUARY 28, 2024

Using these models, healthcare providers can test drugs and therapies with unprecedented speed and accuracy, reducing risks for both patients and physicians. Data-driven insights for better healthcare Central to NTT’s approach is the integration of vast amounts of data.

Informatics 119

Informatics Data-driven Digital Transformation Predictive Analytics 119

CIO Business Intelligence

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.

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

Jet Global

SEPTEMBER 29, 2021

The Importance of Data-Driven Finance Leaders. To meet this shift in roles, the new breed of Finance leader is increasingly becoming data-driven, combining quality data drawn from multiple sources to put strategic decisions in context and choose the highest-impact business direction.

Data-driven 52

Data-driven Finance Data Collection Metrics 52

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). AI products are automated systems that collect and learn from data to make user-facing decisions. Why AI software development is different.

Management 341

Management Machine Learning Experimentation Metrics 341

CIO Business Intelligence

MAY 30, 2024

The course covers principles of generative AI, data acquisition and preprocessing, neural network architectures, natural language processing, image and video generation, audio synthesis, and creative AI applications. Upon completing the learning modules, you will need to pass a chartered exam to earn the CGAI designation.

Digital Transformation 137

Digital Transformation Machine Learning Software Testing 137

Sisense

JUNE 22, 2021

Your customers interact with multiple campaigns: They start with a TV ad, see a Facebook ad, see a Google Ad two days later, discover an SEO-driven blog article, and finally click on an email discount offer to make a purchase. Get a unified view of all your marketing data sources. Learn more.

Data-driven 52

Data-driven Sales Marketing Key Performance Indicator 52

CIO Business Intelligence

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. Today, 60% to 70% of Rocket’s workloads run on the cloud, with more than 95% of those workloads in AWS.

Data Lake 133

Data Lake Machine Learning Data Warehouse Unstructured Data 133

Smart Data Collective

JULY 9, 2023

E-commerce businesses around the world are focusing more heavily on data analytics. There are many ways that data analytics can help e-commerce companies succeed. Understanding E-commerce Conversion Rates There are a number of metrics that data-driven e-commerce companies need to focus on. billion on analytics last year.

Optimization 70

Optimization Data Analytics Analytics Data-driven 70

Cloudera

JANUARY 30, 2019

It’s official – Cloudera and Hortonworks have merged , and today I’m excited to announce the availability of Cloudera Data Science Workbench (CDSW) for Hortonworks Data Platform (HDP). Trusted by large data science teams across hundreds of enterprises —. Sound familiar? What is CDSW? Install any library or framework (e.g.

Data Science 79

Data Science Machine Learning Experimentation Visualization 79

CIO Business Intelligence

SEPTEMBER 27, 2024

AI has become a sort of corporate mantra, and machine learning (ML) and gen AI have become additions to the bigger conversation. Here, the work of digital director Umberto Tesoro started from the need to better use digital data to create a heightened customer experience and increased sales.

Management 126

Management IT Cost-Benefit Testing 126

CIO Business Intelligence

FEBRUARY 14, 2023

By George Trujillo, Principal Data Strategist, DataStax Increased operational efficiencies at airports. To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making.

Data Strategy 113

Data Strategy Strategy Machine Learning Data-driven 113

CIO Business Intelligence

AUGUST 23, 2024

According to the 2020 Cost of a Data Breach Report by IBM, the average total cost of a data breach globally reached $3.86 These efforts not only protect the institutions’ data and reputations but also prepare their students for a world where cybersecurity expertise is revered and essential.

Testing 109

Testing Statistics Risk Data-driven 109

CIO Business Intelligence

NOVEMBER 14, 2022

Decision support systems definition A decision support system (DSS) is an interactive information system that analyzes large volumes of data for informing business decisions. A DSS leverages a combination of raw data, documents, personal knowledge, and/or business models to help users make decisions.

Data mining 144

Data mining Data-driven Statistics OLAP 144

Cloudera

OCTOBER 18, 2023

Historically, firms have relied on high-cost, third-party solutions to help identify savings opportunities, however, the landscape is rapidly changing, and the emergence of AI and machine learning (ML) has ushered in a new era of possibilities. Quick wins!

Cost-Benefit 83

Cost-Benefit Testing Machine Learning Optimization 83

CIO Business Intelligence

JUNE 14, 2023

Data and big data analytics are the lifeblood of any successful business. Getting the technology right can be challenging but building the right team with the right skills to undertake data initiatives can be even harder — a challenge reflected in the rising demand for big data and analytics skills and certifications.

Big Data 125

Big Data Data Analytics Analytics Predictive Modeling 125

CIO Business Intelligence

SEPTEMBER 2, 2024

Ora che l’ intelligenza artificiale è diventata una sorta di mantra aziendale, anche la valorizzazione dei Big Data entra nella sfera di applicazione del machine learning e della GenAI. Nel primo caso, non si tratta di una novità assoluta. L’IT deve essere al servizio del business”, spiega Tesoro.

Machine Learning 111

Machine Learning Testing Management Software 111

Smart Data Collective

APRIL 21, 2022

We have pointed out in the past that big data offers a number of benefits for online commerce. One of the most important benefits of data analytics pertains to optimizing websites for a good user experience. Data analytics can help with the UX process. Here are five ways you can improve the UX of your website with big data.

Data Analytics 117

Data Analytics Analytics Big Data Machine Learning 117

CIO Business Intelligence

MARCH 30, 2022

For organizations looking to move beyond stale reports, decision intelligence holds promise, giving them the ability to process large amounts of data with a sophisticated mix of tools such as artificial intelligence and machine learning to transform data dashboards and business analytics into more comprehensive decision support platforms.

Machine Learning 144

Machine Learning Testing Risk Data Collection 144

CIO Business Intelligence

JULY 25, 2024

These technologically modern municipalities use a variety of systems, devices, and sensors to enhance services and operations, manage assets, and increase efficiency — fueled by the power of data. Emphasizing data-driven decision-making in Aurora In 2018, the City of Aurora, Ill., Aurora emphasizes data-driven decision-making.

IT 130

IT Data-driven Digital Transformation Modeling 130

CIO Business Intelligence

NOVEMBER 9, 2023

As other recent technology waves have taught us, developments will simply come too fast for such an approach and will be driven by the speed of private industry. This group is designated to set the safety standards for “red-team” testing ensuring safety before any public release. I stand by those words even more so today.

Testing 131

Testing Reporting Data-driven Machine Learning 131

Smart Data Collective

AUGUST 2, 2022

This figure is expected to grow as more companies recognize the potential and decide to increase the resources they dedicate to machine learning and predictive analytics tools. They have also used machine learning to automate the transportation of important materials. Shared mobility and on-demand services.

Software 124

Software Machine Learning B2B Manufacturing 124

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. It’s often difficult for businesses without a mature data or machine learning practice to define and agree on metrics. Agreeing on metrics.

Marketing 363

Marketing Experimentation Metrics Testing 363

Insight

APRIL 28, 2020

Originally posted on Open Data Science (ODSC). In this article, we share some data-driven advice on how to get started on the right foot with an effective and appropriate screening process. Designing a Data Science Interview Onsite interviews are indispensable, but they are time-consuming. Length: Highly Variable.

Data-driven 53

Data-driven Data Science Experimentation Measurement 53

CIO Business Intelligence

MARCH 13, 2023

It is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use—across almost everything from smart consumer devices to robotics to cybersecurity to semiconductors. We decided to test it out—we used ChatGPT to create a perspective on artificial intelligence and automation in 2023.

Technology 145

Technology Machine Learning Data-driven Testing 145