Smart Data Collective

FEBRUARY 7, 2023

Big data technology is obviously heavily dependent on computer hardware. Computer users can take advantage of data-driven tools to improve the performance of their devices. Macs can be great tools for data science. However, that is only the case if they are properly maintained and optimized for speed.

Data-driven 85

Data-driven Optimization Big Data Data Analytics 85

O'Reilly on Data

DECEMBER 10, 2019

Roughly a year ago, we wrote “ What machine learning means for software development.” In that article, we talked about Andrej Karpathy’s concept of Software 2.0. Karpathy argues that we’re at the beginning of a profound change in the way software is developed. Are we seeing the first steps toward the adoption of Software 2.0?

Software 261

Software Machine Learning Risk Data-driven 261

AWS Big Data

APRIL 17, 2024

Amazon OpenSearch Service recently introduced the OpenSearch Optimized Instance family (OR1), which delivers up to 30% price-performance improvement over existing memory optimized instances in internal benchmarks, and uses Amazon Simple Storage Service (Amazon S3) to provide 11 9s of durability.

Optimization 112

Optimization Snapshot Metadata Cost-Benefit 112

FineReport

APRIL 9, 2024

Evolving BI Tools in 2024 Significance of Business Intelligence In 2024, the role of business intelligence software tools is more crucial than ever, with businesses increasingly relying on data analysis for informed decision-making.

Business Intelligence 52

Business Intelligence Software Data-driven Predictive Modeling 52

datapine

MAY 5, 2023

With YoY analysis, you compare growth data for two specific timeframes from consecutive years against one another to see if the metric has dwindled, increased, or remained the same. Typically, data for a financial year, month, or quarter is compared to the same time period of the previous year.

Data-driven 130

Data-driven Measurement Metrics Dashboards 130

CIO Business Intelligence

OCTOBER 16, 2023

It’s already optimizing employee experiences and business workflows, including software development. And when software agility increasingly correlates with business success, adopting AI to speed up app development and enable developer velocity will be table stakes for any modern business.

Software 121

Software Data-driven Modeling Machine Learning 121

IBM Big Data Hub

MARCH 21, 2024

In this blog, we’ll explore seven key strategies to optimize infrastructure for AI workloads, empowering organizations to harness the full potential of AI technologies. This flexibility ensures optimal performance without over-provisioning or underutilization.

Optimization 66

Optimization Software Data-driven Consulting 66

CIO Business Intelligence

OCTOBER 16, 2023

“The cloud makes it easy to build and grow solutions, but costs can quickly spiral out of control,” says Jay Upchurch, Executive Vice President and CIO with leading AI and analytics software company, SAS. Going back after the fact to optimize for cost while you’re still trying to operate and grow can make things even harder.”

Optimization 125

Optimization Enterprise Finance Data Processing 125

The Unofficial Google Data Science Blog

APRIL 23, 2024

If the relationship of $X$ to $Y$ can be approximated as quadratic (or any polynomial), the objective and constraints as linear in $Y$, then there is a way to express the optimization as a quadratically constrained quadratic program (QCQP). However, joint optimization is possible by increasing both $x_1$ and $x_2$ at the same time.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

AWS Big Data

APRIL 18, 2024

is a cloud-based customer relationship management (CRM) software company building artificial intelligence (AI)-powered business applications that allow businesses to connect with their customers in new and personalized ways. The data lake consumers then use Apache Presto running on Amazon EMR cluster to perform one-time queries.

Optimization 85

Optimization Data Lake Management Key Performance Indicator 85

datapine

SEPTEMBER 29, 2022

1) What Is Data Quality Management? 4) Data Quality Best Practices. 5) How Do You Measure Data Quality? 6) Data Quality Metrics Examples. 7) Data Quality Control: Use Case. 8) The Consequences Of Bad Data Quality. 9) 3 Sources Of Low-Quality Data. 10) Data Quality Solutions: Key Attributes.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Smart Data Collective

JULY 26, 2023

Big data has become an invaluable aspect to most modern businesses. Nevertheless, many companies have been reluctant to Harvard Business Review reports that only 30% of businesses have a data strategy. However, companies with data strategies are far more successful than those without.

Data-driven 72

Data-driven Management Sales Big Data 72

Smart Data Collective

DECEMBER 13, 2021

Big data has become a highly invaluable aspect of modern business. More companies are using sophisticated data analytics and AI tools to overhaul their business models. Some industries have become more dependent on big data than others. The e-commerce sector has been one of the most affected by major advances in data technology.

Data-driven 134

Data-driven Marketing Strategy Big Data 134

IBM Big Data Hub

DECEMBER 8, 2023

They seek full integration into their digital lives, desiring a vehicle that can manage their operations, add functionality and enable new features primarily or entirely through software. According to a GMI report , the global software-defined vehicle (SDV) market is expected to achieve a CAGR of 22.1% between 2023 and 2032.

Software 72

Software Testing Manufacturing Data-driven 72

Smart Data Collective

SEPTEMBER 25, 2023

A recent study by IBM shows that AI has led to a number of huge benefits that can help stop data breaches. One of the reasons that AI has not been used as extensively for cybersecurity protection is that many companies don’t keep track of all of their data security assets.

Software 109

Software Risk Data-driven IT 109

Smart Data Collective

JULY 3, 2023

Electric vehicles (EVs) are not only environmentally friendly, but they are also becoming increasingly autonomous, thanks to cutting-edge software and AI algorithms. The Rise of Electric Vehicles The popularity of electric vehicles has soared in recent years, driven by their reduced carbon emissions and cost-effective performance.

Software 72

Software Manufacturing Recreation/Entertainment Data-driven 72

AWS Big Data

MARCH 27, 2023

Deep Pool Financial Solutions , an investor servicing and compliance solutions supplier, was looking to build key performance indicators to track its software tests, failures, and successful fixes to pinpoint the specific areas for improvement in its client software. Typical development processes involve extensive testing.

Software 77

Software Testing Key Performance Indicator Measurement 77

Smart Data Collective

NOVEMBER 1, 2021

Big data technology has become a very important aspect of modern retail. Countless retailers are finding ways to leverage big data to gain a greater competitive edge, market more effectively to customers and improve the in-store experience. One of the ways that data-driven businesses use QR codes is with social media marketing.

Data-driven 113

Data-driven Advertising Big Data Marketing 113

Smart Data Collective

MARCH 27, 2023

billion on AI in 2021 , but small businesses may spend even more on AI-driven financial management software. Many small businesses are investing in AI-driven financial management software. In this article, we look at the importance of financial software and discuss how you can use it to secure better business outcomes.

Software 87

Software Finance Cost-Benefit Data-driven 87

CIO Business Intelligence

OCTOBER 7, 2022

Every organization pursuing digital transformation needs to optimize IT from edge to cloud to move faster and speed time to innovation. It’s time to discard legacy processes and reinvent IT procurement with a new approach that leverages the power of data-driven insights. Optimize workloads across public and private clouds.

Data-driven 89

Data-driven IT Digital Transformation ROI 89

IBM Big Data Hub

APRIL 25, 2023

In a prior blog , we pointed out that warehouses, known for high-performance data processing for business intelligence, can quickly become expensive for new data and evolving workloads. To do so, Presto and Spark need to readily work with existing and modern data warehouse infrastructures. Some use case examples will help.

Optimization 57

Optimization Strategy Data Warehouse Cost-Benefit 57

AWS Big Data

APRIL 25, 2024

In the era of data, organizations are increasingly using data lakes to store and analyze vast amounts of structured and unstructured data. Data lakes provide a centralized repository for data from various sources, enabling organizations to unlock valuable insights and drive data-driven decision-making.

Optimization 65

Optimization Data Lake Cost-Benefit Reporting 65

DataKitchen

FEBRUARY 21, 2023

On 24 January 2023, Gartner released the article “ 5 Ways to Enhance Your Data Engineering Practices.” Data team morale is consistent with DataKitchen’s own research. We surveyed 600 data engineers , including 100 managers, to understand how they are faring and feeling about the work that they are doing.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

Smart Data Collective

MAY 16, 2022

Big data is changing the future of the healthcare industry. Healthcare providers are projected to spend over $58 billion on big data analytics by 2028. Healthcare organizations benefit from collecting greater amounts of data on their patients and service partners. However, data management is just as important.

Data-driven 102

Data-driven Data Processing Insurance Big Data 102

CIO Business Intelligence

MARCH 9, 2022

Data-driven organizations understand that data, when analyzed, is a strategic asset. It forms the basis for making informed decisions around product innovation, dynamic pricing, market expansion, and supply chain optimization. Cloudera and Dell Technologies for More Data Insights. It’s the “new oil.”

Data-driven 85

Data-driven Analytics Machine Learning Optimization 85

IBM Big Data Hub

JULY 25, 2023

Communication networks: The backbone of any smart grid, communication networks facilitate the transmission of data between various components, including sensors, automated devices and control centers. Software and analytics: Smart grids generate massive amounts of data. Wi-Fi, Z-Wave, Zigbee and 4G/5G).

Optimization 59

Optimization Technology Measurement Cost-Benefit 59

CIO Business Intelligence

SEPTEMBER 7, 2023

SAP has agreed to buy German enterprise architecture management specialist LeanIX, hoping its early adoption of AI will help with the massive task of migrating customers still using SAP’s legacy software on premises to the more modern S/4HANA in the cloud. Demand for the process mining software is still strong in 2023.

Optimization 105

Optimization Digital Transformation Enterprise Data Processing 105

Smart Data Collective

MARCH 6, 2021

Big data is the future of modern website management. If you want to run a successful business with a strong online presence, then you need to make data scalability one of your top priorities. Unfortunately, data scalability raises a number of new concerns if it is not managed properly. High-Performance Optimization.

Data Processing 72

Data Processing Data-driven Management Big Data 72

Smart Data Collective

AUGUST 11, 2022

Data analytics technology has become very important for helping companies manage their financial strategies. There are many great benefits of using data analytics to improve financial management strategies. Many investors are using data analytics to invest in stocks. Many investors are using data analytics to invest in stocks.

Data Analytics 115

Data Analytics Optimization Analytics Cost-Benefit 115

Smart Data Collective

JANUARY 27, 2022

Big data technology has become a very important aspect of our lives. More businesses than ever are transitioning to data-driven business models. Research has shown that companies with big data strategies are 19 times more likely to become profitable. 1 Equip Your Employees with the Right Data Analytics Tools.

Optimization 104

Optimization IT Big Data Cost-Benefit 104

Smart Data Collective

NOVEMBER 12, 2021

Big data technology has been instrumental in changing the direction of countless industries. Companies have found that data analytics and machine learning can help them in numerous ways. However, there are a lot of other benefits of big data that have not gotten as much attention. Global companies spent over $92.5 Here’s why.

Data-driven 102

Data-driven Cost-Benefit Data mining Big Data 102

DataKitchen

DECEMBER 9, 2022

ChatGPT> DataOps, or data operations, is a set of practices and technologies that organizations use to improve the speed, quality, and reliability of their data analytics processes. The goal of DataOps is to help organizations make better use of their data to drive business decisions and improve outcomes.

Machine Learning 130

Machine Learning Data-driven Optimization Modeling 130

Smart Data Collective

JUNE 3, 2022

In other words, they are responsible for ensuring that the product created is optimized exclusively for the user. In fact, both of them use the same wireframing tools like Balsamiq and Sketch during the design process, as well as user mapping software like Lucid Chart and Overflow. Product Designer Vs UX Designer: Similarities!

Optimization 99

Optimization Cost-Benefit Testing Data-driven 99

Smart Data Collective

DECEMBER 17, 2021

Marketing Analytics is the process of analyzing marketing data to determine the effectiveness of different marketing activities. The process of Marketing Analytics consists of data collection, data analysis, and action plan development. Types of Data Used in Marketing Analytics. Types of Data Used in Marketing Analytics.

Marketing Analytics 93

Marketing Analytics Marketing Data-driven Analytics 93

CIO Business Intelligence

APRIL 11, 2022

By Andy Nallappan, Chief Technology Officer and Head of Software Business Operations, Broadcom Software. In December 2021, Broadcom Software published our blog: Predictions for 2022. We’re already seeing a range of activities, such as AI-driven services and development tools with AI bots being used in software testing.

Software 74

Software Data-driven Machine Learning Testing 74

Smart Data Collective

JANUARY 6, 2021

Big data is central to financial management. The market for financial data analytics is expected to reach $10 billion by 2025. One of the biggest uses of big data in finance relates to accounts receivable management. Fortunately, new advances in data technology have made accounts receivable management easier than ever.

Data-driven 94

Data-driven Management Big Data Predictive Analytics 94

datapine

MAY 2, 2023

Table of Contents 1) Benefits Of Big Data In Logistics 2) 10 Big Data In Logistics Use Cases Big data is revolutionizing many fields of business, and logistics analytics is no exception. The complex and ever-evolving nature of logistics makes it an essential use case for big data applications. Did you know?

Big Data 275

Big Data Cost-Benefit Internet of Things Optimization 275