Smart Data Collective

FEBRUARY 9, 2022

Analytics technology has become an invaluable aspect of modern financial trading. Luckily, there are a few analytics optimization strategies you can use to make life easy on your end. Let’s dive right into how DirectX visualization can boost analytics and facilitate testing for you as an Algo-trader, quant fund manager, etc.

Visualization 145

Visualization Optimization Analytics Testing 145

CIO Business Intelligence

JANUARY 15, 2025

But some companies, particularly in the IT sector, now appear to be reevaluating their business models and will consider selling non-core lines of business and products to fund AI projects, says James Brundage, global and Americas technology sector leader at EY, an IT and tax advisory firm.

Sales 130

Sales Data-driven Marketing Optimization 130

CIO Business Intelligence

DECEMBER 18, 2024

Always on the cusp of technology innovation, the financial services industry (FSI) is once again poised for wholesale transformation, this time with Generative AI. Trading: GenAI optimizes quant finance, helps refine trading strategies, executes trades more effectively, and revolutionizes capital markets forecasting.

Forecasting 105

Forecasting Predictive Analytics Risk Finance 105

O'Reilly on Data

OCTOBER 19, 2021

What does a modern technology stack for streamlined ML processes look like? The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner. However, none of these layers help with modeling and optimization. Why: Data Makes It Different.

IT 360

IT Testing Experimentation Software 360

CIO Business Intelligence

FEBRUARY 4, 2025

Or we can make the right things more efficient while also charting a new path and harness this technology to truly transform into AI-first businesses. And we gave each silo its own system of record to optimize how each group works, but also complicates any future for connecting the enterprise. We optimized. We automated.

Digital Transformation 144

Digital Transformation Optimization Sales Enterprise 144

CIO Business Intelligence

JANUARY 6, 2025

Hes leveraging his vendor relationships to keep pace with emerging as well as tried-and-true technologies and practices. Deliver value from generative AI As organizations move from experimenting and testing generative AI use cases , theyre looking for gen AI to deliver real business value. But its no longer about just standing it up.

IT 140

IT Cost-Benefit Measurement Experimentation 140

AWS Big Data

OCTOBER 9, 2024

We outline cost-optimization strategies and operational best practices achieved through a strong collaboration with their DevOps teams. We also discuss a data-driven approach using a hackathon focused on cost optimization along with Apache Spark and Apache HBase configuration optimization. This sped up their need to optimize.

Optimization 128

Optimization Testing Data-driven Strategy 128

AWS Big Data

JANUARY 9, 2025

Iceberg offers distinct advantages through its metadata layer over Parquet, such as improved data management, performance optimization, and integration with various query engines. Having chosen Amazon S3 as our storage layer, a key decision is whether to access Parquet files directly or use an open table format like Iceberg.

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

AWS Big Data

DECEMBER 5, 2024

As the use of Hydro grows within REA, it’s crucial to perform capacity planning to meet user demands while maintaining optimal performance and cost-efficiency. Real-time streaming is a relatively new technology at REA. The following figure shows an example of a test cluster’s performance metrics.

Metrics 95

Metrics Dashboards Testing Optimization 95

Smart Data Collective

SEPTEMBER 10, 2022

Big data technology has helped many companies improve efficiency and address some of the top challenges they have encountered in recent years. As a result, the market for AI technology is projected to be worth over $420 billion by 2028. How do you know when you should rely on AI technology more than your natural creativity?

Marketing 141

Marketing Technology Advertising Optimization 141

Smart Data Collective

JANUARY 19, 2023

Reasons for Cost Optimization Cost optimization is an important part of any organization’s DevOps strategy. By optimizing costs, organizations can maximize their profits and keep up with the ever-changing business landscape. But what are some of the reasons why DevOps teams should consider cost optimization?

Optimization 124

Optimization Cost-Benefit Software Measurement 124

AWS Big Data

NOVEMBER 19, 2024

Customers maintain multiple MWAA environments to separate development stages, optimize resources, manage versions, enhance security, ensure redundancy, customize settings, improve scalability, and facilitate experimentation. micro, remember to monitor its performance using the recommended metrics to maintain optimal operation.

Metadata 111

Metadata Cost-Benefit Metrics Optimization 111

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. The Ethical OS also provides excellent tools for thinking through the impact of technologies. The Core Responsibilities of the AI Product Manager.

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

FEBRUARY 6, 2025

In retail, they can personalize recommendations and optimize marketing campaigns. Sustainable IT is about optimizing resource use, minimizing waste and choosing the right-sized solution. Typically, the initial excitement about the latest and greatest technology can blind us to practical considerations. Ive seen this firsthand.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

Analytics Vidhya

DECEMBER 11, 2023

Introduction In the world of technology, understanding algorithm efficiency is like having a superpower. We will also learn ways to analyze and optimize algorithms using straightforward […] The post Mastering Algorithm Efficiency appeared first on Analytics Vidhya.

Measurement 305

Measurement Optimization Technology Analytics 305

AWS Big Data

NOVEMBER 27, 2024

This enables the line of business (LOB) to better understand their core business drivers so they can maximize sales, reduce costs, and further grow and optimize their business. You’re now ready to sign in to both Aurora MySQL cluster and Amazon Redshift Serverless data warehouse and run some basic commands to test them.

Data Warehouse 109

Data Warehouse Analytics Testing Modeling 109

CIO Business Intelligence

OCTOBER 8, 2024

One of the greatest things about working in technology is the surprise advancements that take the industry by storm. A bleeding-edge technology is one that takes the industry by storm because it creates a significant paradigm shift into how things currently work with the potential to majorly impact the industry itself.

Risk 124

Risk Technology Cost-Benefit Internet of Things 124

CIO Business Intelligence

JUNE 21, 2024

While 2023 saw its emergence as a potent new technology, business leaders are now grappling with how to best leverage its transformative power to grow efficiency, security, and revenue. With the near-universal integration of AI into global technology, the need for AI-ready cybersecurity teams is more critical than ever.

Optimization 122

Optimization Gap analysis Strategy Data-driven 122

CIO Business Intelligence

NOVEMBER 13, 2024

The company has already rolled out a gen AI assistant and is also looking to use AI and LLMs to optimize every process. One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. We’re doing two things,” he says.

IT 141

IT Consulting ROI Cost-Benefit 141

IBM Big Data Hub

NOVEMBER 6, 2023

And with cybercriminals proliferating and gaining access to more sophisticated hacking technologies, implementing API security protocols will only become more crucial to enterprise data security. Security testing. AI technologies can also enable automated threat modeling.

Optimization 113

Optimization Testing Software Risk 113

CIO Business Intelligence

MARCH 4, 2025

In fact, successful recovery from cyberattacks and other disasters hinges on an approach that integrates business impact assessments (BIA), business continuity planning (BCP), and disaster recovery planning (DRP) including rigorous testing. Without these elements, your recovery efforts could crumble under pressure.

Testing 64

Testing Risk Consulting Risk Management 64

CIO Business Intelligence

SEPTEMBER 15, 2023

From the CEO’s perspective, an optimized IT services portfolio maximizes cost efficiency, flexibility, and scalability. Highly optimized portfolios leverage outsourcing to ensure that commodity-based sourcing is offloaded to outsourcers, freeing up internal teams to focus on strategic projects that add value and effectively manage costs.

Optimization 111

Optimization IT Metrics Marketing 111

CIO Business Intelligence

JULY 2, 2024

Imagine navigating a rapidly changing landscape, where technology seems to evolve at the speed of light and the pressure to keep up is relentless — this is the reality for today’s CIO. Future proofing technology investments has become a critical imperative for organizations seeking to maintain their competitive edge.

Technology 111

Technology Cost-Benefit Digital Transformation Optimization 111

DataKitchen

SEPTEMBER 20, 2021

The best way to ensure error-free execution of data production is through automated testing and monitoring. The DataKitchen Platform enables data teams to integrate testing and observability into data pipeline orchestrations. Automated tests work 24×7 to ensure that the results of each processing stage are accurate and correct.

Testing 246

Testing Metrics Measurement Dashboards 246

datapine

MAY 20, 2020

With a powerful dashboard maker , each point of your customer relations can be optimized to maximize your performance while bringing various additional benefits to the picture. Professional CRM reporting technologies are interactive, customizable, and offer a wealth of potential when it comes to telling an effective story with your data.

Dashboards 265

Dashboards Reporting KPI Visualization 265

AWS Big Data

NOVEMBER 22, 2024

Testing these upgrades involves running the application and addressing issues as they arise. Each test run may reveal new problems, resulting in multiple iterations of changes. He is also keen on using generative AI technologies to provide brand-new experience to customers. Python 3.7) to Spark 3.3.0 to version 4.0.

Cost-Benefit 105

Cost-Benefit Data-driven Software Testing 105

CIO Business Intelligence

JANUARY 21, 2025

In todays fast-paced digital landscape, organizations are under constant pressure to adopt new technologies quickly, manage costs effectively, and maintain robust security and compliance standards. Businesses can also optimize costs by consolidating third-party spending with AWS billing.

Cost-Benefit 98

Cost-Benefit Optimization Software Management 98

datapine

MAY 2, 2023

You can use big data analytics in logistics, for instance, to optimize routing, improve factory processes, and create razor-sharp efficiency across the entire supply chain. Your Chance: Want to test a professional logistics analytics software? A testament to the rising role of optimization in logistics.

Big Data 275

Big Data Internet of Things Cost-Benefit Optimization 275

CIO Business Intelligence

DECEMBER 18, 2023

Technology Solutions’ dominant model revolved around hardware products. While this model is not diminishing, new cloud-based software technologies are changing business needs and competitive realities are giving rise to alternative technology solutions business models. Outdated hardware also poses security risks.

Software 119

Software Technology Digital Transformation Data-driven 119

CIO Business Intelligence

JANUARY 30, 2025

That echoes a statement issued by NVIDIA on Monday: DeepSeek is a perfect example of test time scaling. I believe AI will become affordable perhaps, over time, as affordable as any other workload, thanks to the type of technologies that DeepSeek developed. Nor does DeepSeek set a new state-of-the-art for model performance.

Modeling 117

Modeling Data-driven Technology Strategy 117

datapine

APRIL 13, 2021

Your Chance: Want to test a powerful agency analytics software? By using reports internally, the different teams can stay connected with each other and optimize processes that will make the work in your organization smooth and effective. Integrating this kind of technology into your service adds immense extra value to your agency.

Dashboards 256

Dashboards Reporting Analytics Cost-Benefit 256

CIO Business Intelligence

DECEMBER 11, 2024

Thats a problem, since building commercial products requires a lot of testing and optimization. According to Baris Sarer, who leads the AI division of Deloittes technology, media, entertainment and telecommunications industry practice, Metas Llama model is the one that shows up most in industry deployments, followed by Mistral.

Cost-Benefit 115

Cost-Benefit Modeling Marketing Sales 115

O'Reilly on Data

MAY 14, 2020

As the field, technology, and individual organizations mature, specialization will become both necessary and common. Not only are the product’s raw components vastly different in different types of businesses (data, technology infrastructure, and talent), the types of AI products required to serve the customer also differ.

Management 364

Management Experimentation B2B Machine Learning 364

O'Reilly on Data

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. Executive Summary We’ve never seen a technology adopted as fast as generative AI—it’s hard to believe that ChatGPT is barely a year old. Unexpected outcomes, security, safety, fairness and bias, and privacy are the biggest risks for which adopters are testing.

Enterprise 314

Enterprise Testing Modeling Reporting 314

DataKitchen

MAY 10, 2021

Some will argue that observability is nothing more than testing and monitoring applications using tests, metrics, logs, and other artifacts. Below we will explain how to virtually eliminate data errors using DataOps automation and the simple building blocks of data and analytics testing and monitoring. . Tie tests to alerts.

Testing 214

Testing Manufacturing Data Quality Statistics 214

AWS Big Data

DECEMBER 17, 2024

First query response times for dashboard queries have significantly improved by optimizing code execution and reducing compilation overhead. We have enhanced autonomics algorithms to generate and implement smarter and quicker optimal data layout recommendations for distribution and sort keys, further optimizing performance.

Data Lake 96

Data Lake Data Warehouse Data-driven Optimization 96

O'Reilly on Data

SEPTEMBER 19, 2023

” That came to mind when a friend raised a point about emerging technology’s fractal nature. You can see a simulation as a temporary, synthetic environment in which to test an idea. Millions of tests, across as many parameters as will fit on the hardware. I am wired to constantly ask “what’s next?”

Machine Learning 291

Machine Learning Testing Modeling Cost-Benefit 291