Smart Data Collective

FEBRUARY 9, 2022

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. So, how can DirectX visualization improve your analytics and testing as a trader?

Visualization 133

Visualization Optimization Analytics Testing 133

CIO Business Intelligence

DECEMBER 19, 2023

Be proactive and serve with empathy It cannot be stressed enough how important it is to be active in ensuring that all services delivered to end users are fully vetted and tested to the point where there’s no room for complaints. Service delivery excellence is an attribute that far too many IT leaders fail to prioritize.

IT 139

IT Testing Metrics Optimization 139

Smart Data Collective

OCTOBER 13, 2022

Generative design is a new approach to product development that uses artificial intelligence to generate and test many possible designs. Assembly Line Optimization. Assembly line optimization is a process that allows companies to identify and optimize their production processes, from the design phase to the assembly line.

Testing 115

Testing Cost-Benefit Experimentation Optimization 115

Smarten

JUNE 14, 2023

GPT, or Generative Pre-Trained Transformer, is a Large Language Model (LLM). If we are to safely and securely optimize its potential, GPT must be managed as it evolves. The topic of Artificial Intelligence or AI is ubiquitous. Lately, it seems that every media and news outlet has a story on AI and on ChatGPT.

Optimization 52

Optimization IT Digital Transformation Consulting 52

Smart Data Collective

MAY 18, 2022

A high-quality testing platform easily integrates with all the data analytics and optimization solutions that QA teams use in their work and simplifies testing process, collects all reporting and analytics in one place, can significantly improve team productivity, and speeds up the release. This is not entirely true.

Testing 110

Testing Data Analytics Analytics Big Data 110

IBM Big Data Hub

APRIL 9, 2024

” Watsonx.data lets organizations optimize workloads for different uses. Preparing and annotating data IBM watsonx.data helps organizations put their data to work, curating and preparing data for use in AI models and applications. “We also pull in video, which is where we add the commentary and embed it into the clips.”

Management 86

Management IT Machine Learning Metrics 86

CIO Business Intelligence

APRIL 11, 2024

Oracle’s cloud pitch Kevin Thompson, CEO at Tricentis, a provider of testing and engineering products, sees Oracle as a solid contender in the enterprise cloud space, thanks to its key differentiation from more established rivals. These qualities are making it easier for CIOs to adopt OCI as a second or third provider in their environment.”

Enterprise 124

Enterprise IT Data Processing Strategy 124

Smart Data Collective

OCTOBER 13, 2021

It’s similar to prices – price optimization through machine learning is a great tool to grow your revenue. Figuring out the best pricing model can be tricky. By processing and analyzing big amounts of data, they can help you establish optimized pricing plans. Hire machine learning to make optimal pricing decisions.

Machine Learning 126

Machine Learning Optimization Software Modeling 126

CIO Business Intelligence

MARCH 13, 2024

We did side-by-side testing,” he says. Even though generative AI is a relatively new technology, it’s now difficult to imagine a world without it, given the impact it’s making, and the business value it can create. for every $1 spent. EY is one example of a company widely deploying gen AI.

IT 128

IT Consulting Testing Cost-Benefit 128

DataRobot

JULY 27, 2021

In a global marketplace where decision-making needs to happen with increasing velocity, data science teams often need not only to speed up their modeling deployment but also do it at scale across their entire enterprise. This allows for the pipelining of incredibly complex inference models.

Optimization 98

Optimization Modeling Machine Learning Deep Learning 98

CIO Business Intelligence

AUGUST 23, 2023

Optimization problems, for which a whole chorus of variables must be fine-tuned and modulated, routinely plague financial firms, especially when it comes to highly engineered financial products such as those developed through quantitative analysis. If there’s an industry steeped in computations, it’s the financial services sector.

IT 97

IT Machine Learning Risk Optimization 97

IBM Big Data Hub

SEPTEMBER 19, 2023

Auto-generated code suggestions can increase developers’ productivity and optimize their workflow by providing straightforward answers, handling routine coding tasks, reducing the need to context switch and conserving mental energy. Some generative AI for code tools automatically create unit tests to help with this.

Software 87

Software IT Visualization Deep Learning 87

CDW Research Hub

JUNE 23, 2020

As virtual desktop infrastructure (VDI) gains popularity among enterprises across multiple industries, and with many desktops migrating to the cloud, testing your virtual desktop environment has never been so important. Here are three reasons why testing is so important before setting up a virtual desktop environment.

Testing 92

Testing Strategy Data Processing Optimization 92

DataRobot

FEBRUARY 10, 2021

Even if all the code runs and the model seems to be spitting out reasonable answers, it’s possible for a model to encode fundamental data science mistakes that invalidate its results. These errors might seem small, but the effects can be disastrous when the model is used to make decisions in the real world.

Modeling 98

Modeling Deep Learning Machine Learning Testing 98

Cloudera

JULY 15, 2021

Pandemic “Pressure” Testing. However, through this real-time “pressure test”, they identified areas of weakness, dependencies, and opportunities. Across the industry, the pandemic caused a huge breakdown in model performance due to the change in macroeconomic conditions and government stimulus packages. Regulatory oversight.

Risk 99

Risk Optimization Management Insurance 99

DataKitchen

FEBRUARY 27, 2024

Your LLM Needs a Data Journey: A Comprehensive Guide for Data Engineers The rise of Large Language Models (LLMs) such as GPT-4 marks a transformative era in artificial intelligence, heralding new possibilities and challenges in equal measure. DataOps ensures that the data retrieved is relevant, high-quality, and up-to-date.

Data Quality 120

Data Quality Unstructured Data Testing Modeling 120

Cloudera

DECEMBER 20, 2022

With the right insights, energy production from renewable assets can be optimized and better predict the future of supply and demand. This scenario suggests that in the not too distant future, there will be a large “long-tail” of producers that will have to be taken into account for any production forecasting model.

Optimization 83

Optimization Data Analytics Analytics Cost-Benefit 83

CIO Business Intelligence

MARCH 9, 2023

Selected properly, your outsourced provider will have a group of tried and tested experts with deep knowledge of the chosen tech stack and therefore can iterate and compose much faster. Inspect project plans to ensure it includes full and rigorous testing, especially around security, full quality assurance, and performance optimization.

IT 103

IT Testing ROI Software 103

O'Reilly on Data

FEBRUARY 16, 2023

That’s what beta tests are for. Large language models like ChatGPT and Google’s LaMDA aren’t designed to give correct results. The ability of these models to “make up” stuff is interesting, and as I’ve suggested elsewhere , might give us a glimpse of artificial imagination.

Testing 211

Testing Statistics Modeling Optimization 211

CIO Business Intelligence

MARCH 3, 2024

Its conclusions were less than optimal. Worse, it said “adversaries are accelerating and widening their range of sophisticated attacks at scale through automation, cybercrime-as-a-service models, impersonations and adaptation.” The adversaries, at least for now, have the upper hand on many global organisations,” the report concluded.

IT 111

IT Measurement Risk Testing 111

CIO Business Intelligence

FEBRUARY 9, 2024

The two new features, namely a testing center and the provision of prompt engineering suggestions, are the fruit of significant investment in the company’s AI engineering team, said Claire Cheng, vice president of machine learning and AI engineering at Salesforce. How do Einstein 1’s new prompt-engineering features work?

Testing 135

Testing Enterprise Modeling Machine Learning 135

CIO Business Intelligence

JANUARY 17, 2023

Optimize cloud spend It’s a good time for CIOs to conduct a financial health check on their technology budget. That’s why one of the first moves to consider is optimizing your cloud spend. Shut down the testing environment when you’re not using it. Not necessarily. That’s a core benefit of cloud. An easy example? The results?

Cost-Benefit 138

Cost-Benefit IT Uncertainty Optimization 138

erwin

JANUARY 9, 2020

For decades, data modeling has been the optimal way to design and deploy new relational databases with high-quality data sources and support application development. Today’s data modeling is not your father’s data modeling software. So here’s why data modeling is so critical to data governance.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

Smart Data Collective

SEPTEMBER 13, 2023

For instance, used Dell servers , which are refurbished, offer the same performance as Dell servers of the same make and model; however, they come for a fraction of the cost. They often come packaged with optimized software code that can make the software run more efficiently, sometimes even speeding up its operations.

IT 103

IT Cost-Benefit Data Processing Software 103

CIO Business Intelligence

MARCH 7, 2023

OpenAI’s text-generating ChatGPT, along with its image generation cousin DALL-E, are the most prominent among a series of large language models, also known as generative language models or generative AI, that have captured the public’s imagination over the last year.

Enterprise 116

Enterprise IT Experimentation Unstructured Data 116

CIO Business Intelligence

APRIL 27, 2023

Relevant skills for a systems architect include risk management, performance optimization, security, leadership, and a strong knowledge of complex computer systems. 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. increase from 2021.

IT 116

IT Software Risk Management 116

Jedox

JUNE 24, 2021

They specialize in technology infrastructure, data and analytics of the go-to-market processes to measure the effectiveness of each channel, the overall performance of the marketing program and the sales organization, and support customer, product and market analysis and A/B testing. Collaboration and integration are key.

Sales 94

Sales Marketing Optimization Metrics 94

CIO Business Intelligence

JANUARY 19, 2024

The exam tests general knowledge of the platform and applies to multiple roles, including administrator, developer, data analyst, data engineer, data scientist, and system architect. Candidates for the exam are tested on ML, AI solutions, NLP, computer vision, and predictive analytics. Data scientist is one of the hottest jobs in IT.

Data Science 126

Data Science Machine Learning Predictive Modeling Experimentation 126

O'Reilly on Data

JUNE 15, 2023

The world changed on November 30, 2022 as surely as it did on August 12, 1908 when the first Model T left the Ford assembly line. That was the date when OpenAI released ChatGPT, the day that AI emerged from research labs into an unsuspecting world. Should we risk loss of control of our civilization?”

Metrics 284

Metrics Reporting Measurement Finance 284

Cloudera

OCTOBER 20, 2021

How do institutions protect and optimize their balance sheets and portfolios? Stress testing was heavily scrutinized in the post 2008 financial crisis. In a BIS advisory report , it was highlighted that the stress testing scenarios used by the banks were insufficient to capture the extreme risks and fluctuations that were realized.

Risk 82

Risk Modeling Risk Management Measurement 82

Decision Management Solutions

APRIL 8, 2020

Over the last few weeks we’ve blogged a couple of times on Decision Optimization. The Customer Journey to Decision Optimization. Many rely on gut feelings and sniff tests. Instead of arguing about decision-making, you can model decision-making. Its all clearly defined in the model.

Modeling 72

Modeling Optimization Metrics Testing 72

IBM Big Data Hub

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Autoregressive models or large language models (LLMs) are used for text and language.

Enterprise 124

Enterprise Modeling Testing Data-driven 124

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

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 Core Responsibilities of the AI Product Manager. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle. Identifying the problem.

Marketing 362

Marketing Experimentation Metrics Testing 362

IBM Big Data Hub

APRIL 5, 2024

With data nearly everywhere, organizations often possess an existing repository acquired from running traditional HPC simulation and modeling workloads. In the automotive industry, intelligent simulation speeds up innovation in new models. However, in today’s market, consumers demand rapid releases of new models.

Manufacturing 70

Manufacturing Testing Enterprise Modeling 70

Cloudera

FEBRUARY 16, 2022

In this example, the Machine Learning (ML) model struggles to differentiate between a chihuahua and a muffin. Will the model correctly determine it is a muffin or get confused and think it is a chihuahua? The extent to which we can predict how the model will classify an image given a change input (e.g. Model Visibility.

Machine Learning 85

Machine Learning Modeling Metadata Recreation/Entertainment 85

CIO Business Intelligence

JULY 28, 2023

Individual work is a more isolated activity where concentration and fewer distractions provide optimal productivity. Perhaps those individuals have never done well in school, or they struggle taking tests, or get impatient quickly; but because they’ve not spoken with a professional, they may not even be aware.

IT 98

IT Measurement Testing Management 98