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

IBM Big Data Hub

APRIL 9, 2024

” The historical sources watsonx.data accesses comprise relational, object and document databases, including IBM® Db2® , IBM® Cloudant , IBM Cloud® Object Storage and PostgreSQL. ” Training and testing models The Masters digital team used watsonx.ai Lastly, watsonx.data pulls from live feeds.

Management 83

Management IT Machine Learning Metrics 83

CIO Business Intelligence

MARCH 13, 2024

So when on-boarding potential vendors, productivity has increased by 70 to 80% as a result of using gen AI to help analyze masses of documents. “We We did side-by-side testing,” he says. In testing, gen AI was also particularly good at generating test cases and creating dummy data for testing.

IT 126

IT Consulting Testing Cost-Benefit 126

AWS Big Data

MARCH 12, 2024

We share our strategy for the adoption of EMR Serverless in areas where it excels. Our findings reveal significant benefits, including over 60% cost reduction, 50% faster Spark workloads, a remarkable five-times improvement in development and testing speed, and a significant reduction in our carbon footprint.

Cost-Benefit 95

Cost-Benefit Optimization Big Data Metrics 95

Smart Data Collective

SEPTEMBER 17, 2020

Financial institutions such as banks have to adhere to such a practice, especially when laying the foundation for back-test trading strategies. Some prominent banking institutions have gone the extra mile and introduced software to analyze every document while recording any crucial information that these documents may carry.

Big Data 141

Big Data Finance Risk Management Risk 141

AWS Big Data

MARCH 14, 2024

We stood up a standalone Prometheus server that scraped metrics from MSK clusters and sent them to our internal observability tool. Kafka topic migration strategy With the MSK cluster setup complete, we performed a data migration of Kafka topics from the old cluster running on Amazon EC2 to the new MSK cluster.

Management 111

Management Insurance Optimization Strategy 111

AWS Big Data

JANUARY 9, 2024

Lexical search In lexical search, the search engine compares the words in the search query to the words in the documents, matching word for word. It similarly codes the query as a vector and then uses a distance metric to find nearby vectors in the multi-dimensional space to find matches.

Cost-Benefit 95

Cost-Benefit Visualization Modeling Machine Learning 95

CIO Business Intelligence

JANUARY 5, 2023

Customers also report they help business users quickly test new services, tweak user interfaces and deliver new functionality. Without low code, which allows him to test new features at 10 to 15% of the cost of traditional development, “we couldn’t afford all the experiments we’re doing,” he says. “If

IT 124

IT Cost-Benefit Testing Dashboards 124

CIO Business Intelligence

JANUARY 22, 2024

Key to these efforts are advances in Century’s automation strategy and forays into generative AI. The first is having a clearly defined strategy on where the company wants to go, and the second is ensuring IT is prepared to execute.

Strategy 85

Strategy Technology Enterprise Business Objectives 85

CIO Business Intelligence

FEBRUARY 13, 2023

Larger is Better involves a “lower specification limit,” such as test scores — where the target is 100%. Measure performance of the current process by establishing a data collection plan to determine defects and gather metrics. Control the new process to avoid falling into old habits and to ensure it stays on track.

Management 78

Management Statistics Manufacturing Measurement 78

IBM Big Data Hub

APRIL 13, 2023

Creating train/test partitions of the dataset Before collecting deeper insights into the data, I’ll divide this dataset into train and test partitions using Db2’s RANDOM_SAMPLING SP. outtable=FLIGHT.FLIGHTS_TRAIN, by=FLIGHTSTATUS') Copy the remaining records to a test PARTITION. Create a TRAIN partition.

Modeling 87

Modeling Statistics Machine Learning Testing 87

O'Reilly on Data

DECEMBER 12, 2019

In addition to newer innovations, the practice borrows from model risk management, traditional model diagnostics, and software testing. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8]. That’s where remediation strategies come in.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

DataRobot Blog

AUGUST 16, 2022

If you’ve been keeping up with business literature lately, you know that adopting artificial intelligence (AI) strategies can increase company revenue, improve efficiency, and keep customers happy. Machine learning operations ( MLOps ) tools, which handle model retraining, testing, metrics tracking, versioning, and management.

ROI 52

ROI Digital Transformation Testing Modeling 52

CIO Business Intelligence

JUNE 7, 2022

You don’t understand how long you should test your feature and what exactly you should measure,” he says. An ML engineer is also involved with validation of models, A/B testing, and monitoring in production.”. For all of this, you have to apply AI methods.”. ML engineer.

Machine Learning 145

Machine Learning Data Science Consulting Metrics 145

AWS Big Data

FEBRUARY 26, 2024

Now that all components have been deployed, we can test the solution and conduct various searches on the OpenSearch Service index. Test the solution Complete the following steps to test the solution: On the API Gateway console, navigate to your API and choose the ANY method. Choose the Test tab.

Dashboards 64

Dashboards Testing Metrics Optimization 64

datapine

JANUARY 6, 2022

Secondary Research: much like how patterns of behavior can be observed, different types of documentation resources can be coded and divided based on the type of material they contain. Typically, quantitative data is measured by visually presenting correlation tests between two or more variables of significance.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

FineReport

MAY 18, 2024

In scientific research, histograms are commonly used to illustrate the distribution of test scores among students, providing insights into performance patterns and areas for improvement. Unlike bar charts that represent categorical data, histograms display frequency distributions of continuous variables.

Visualization 52

Visualization Interactive Cost-Benefit Dashboards 52

Ontotext

MAY 2, 2024

Evolution of data approaches The data strategies we’ve had so far have led to a lot of challenges and pain points. Every new dataset and new user adds a little more friction that hits the core metric of the velocity of data and brings it down to zero. As a result, they could cut the time from 4 months down to about 2 weeks.

Metadata 52

Metadata Data Lake Data-driven Enterprise 52

FineReport

JUNE 7, 2023

Improved Decision-Making: With project management dashboards, key project metrics and performance indicators are displayed in a visually appealing format. By visualizing risk data, project managers can proactively address potential issues, implement risk mitigation strategies, and minimize the impact of risks on project outcomes.

Dashboards 52

Dashboards Management Visualization Cost-Benefit 52

CIO Business Intelligence

FEBRUARY 20, 2023

A candidate who earns the certification will have proved their ability to build bundle configurations, pricing, output documents, and renewals and amendments. The certification emphasizes testing, governance, and integration with external systems within an organization’s infrastructure.

Consulting 61

Consulting B2B Cost-Benefit Sales 61

datapine

MARCH 20, 2019

Utilizing financial data with the help of online data analysis tools allows you to not only share vital information both internally and externally but also leverage metrics or insights to make significant improvements to the very area that allows your business to flow. Download right here your bite-sized summary of the finance world!

Reporting 248

Reporting Finance Snapshot Dashboards 248

Occam's Razor

AUGUST 22, 2011

" ~ Web Metrics: "What is a KPI? " + Standard Metrics Revisited Series. Barriers To An Effective Web Measurement Strategy [+ Solutions!]. "Engagement" Is Not A Metric, It's An Excuse. Convert Data Skeptics: Document, Educate & Pick Your Poison. How do I choose well? How to focus?"

KPI 124

KPI Metrics Measurement ROI 124

datapine

APRIL 15, 2020

When it comes to implementing and managing a successful BI strategy we have always proclaimed: start small, use the right BI tools , and involve your team. Your Chance: Want to test an agile business intelligence solution? Working software over comprehensive documentation. Without further ado, let’s begin.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

datapine

JANUARY 18, 2023

A report is a document that presents relevant business information in an organized and understandable format. That said, there are various types of reports that can be used for different purposes, rather you want to track the progress of your strategies or stay compliant with financial laws, there is a different report for each task.

Reporting 201

Reporting Metrics Dashboards Visualization 201

Insight

JANUARY 14, 2020

I was familiar with the strategy of using data augmentation techniques (such as flipping, shearing, zooming, etc.) You can view the documentation and check out a quick tutorial. Check out the Keras documentation here. We pass 3 parameters: loss, optimizer , and metrics. What the heck! Let’s train a CNN with fake data!

Metrics 58

Metrics Optimization Modeling Testing 58

DataRobot Blog

MARCH 10, 2022

This is currently a widespread strategy across the industry where we are seeing companies move from reactive to predictive inventory management and capacity planning. and recommend the best optimization metric to use. Over the past two years our supply chain has been in the spotlight. Factory Monitoring?—?

Manufacturing 52

Manufacturing IoT Machine Learning Forecasting 52

Insight

MARCH 12, 2020

To collect these genre tags and other metadata, I took advantage of the well-documented Goodreads API. I tested several different flavors of BERT for use as synopsis classifiers before settling on the DistilBERT model from Hugging Face. On my test set, this approach resulted in~75–95% accuracy and ~.65 In other words, if 0.1%

Modeling 59

Modeling Metadata Publishing Sales 59

AWS Big Data

APRIL 2, 2024

Data consumers need detailed descriptions of the business context of a data asset and documentation about its recommended use cases to quickly identify the relevant data for their intended use case. For instance, a dataset designated for testing might mistakenly be used for financial forecasting, resulting in poor predictions.

Metadata 91

Metadata Metrics Data-driven Modeling 91

DataRobot Blog

JULY 21, 2022

Data scientists need to understand the business problem and the project scope to assess feasibility, set expectations, define metrics, and design project blueprints. Outline clear metrics to measure success. Document assumptions and risks to develop a risk management strategy. Identify a consumption strategy.

Machine Learning 98

Machine Learning Metrics Modeling Testing 98

CIO Business Intelligence

MARCH 5, 2024

CIOs must also partner with CISOs, legal, human resources, and business leaders to build awareness of policies and develop a generative AI risk management strategy. CIOs and IT leaders are at the center and must decide what copilots to test, who should receive access, and whether experiments are delivering business value.

Cost-Benefit 115

Cost-Benefit Advertising Experimentation Software 115

IBM Big Data Hub

JULY 5, 2023

But where do you start and how do you know which ALM strategy is right for you? The maintenance strategies that companies use most frequently are broken down into four stages of the asset lifecycle. It allows the company to run tests and predict performance based on simulations. What is asset lifecycle management (ALM)?

Strategy 55

Strategy Management IoT Cost-Benefit 55

Occam's Razor

DECEMBER 9, 2009

The four pronged real world tested probing and loaded with politics framework to find a home for Web Analytics: 1. Should I go with a centralized or decentralized or some other strategy (more on this below)? If the overall organization is not very savvy analytically (and it is large) then the strategy will be very different.

Analytics 95

Analytics Data-driven Marketing Sales 95

datapine

AUGUST 12, 2020

In your daily business, many different aspects and ‘activities’ are constantly changing – sales trends and volume, marketing performance metrics, warehouse operational shifts, or inventory management changes. Your Chance: Want to test professional business reporting software? Let’s get started. Explore our 14-day free trial.

Reporting 297

Reporting Dashboards Visualization Cost-Benefit 297

AWS Big Data

OCTOBER 19, 2023

Customers uploading and searching through decades of photos helped turn search into critical infrastructure, growing steadily since SmugMug first used Amazon CloudSearch in 2012, followed by Amazon OpenSearch Service since 2018, after reaching billions of documents and terabytes of search storage.

Publishing 56

Publishing Testing Cost-Benefit Data-driven 56

IBM Big Data Hub

MARCH 19, 2024

AI can help predict demand trends for specific competencies, and help hiring teams develop recruitment strategies to plan for skills gaps that might not have even presented themselves as problematic yet. Job posting Once a comprehensive hiring strategy is developed, AI can get to work contributing to the creation of job descriptions.

Strategy 68

Strategy Predictive Analytics Risk Testing 68

datapine

JUNE 29, 2022

Your Chance: Want to test accounting reporting software for free? Maintaining a budget : In order to ensure the correct functioning of the different strategies and activities, managers need to set a budget that will cover everything while still ensuring profitability. Your Chance: Want to test accounting reporting software for free?

Visualization 200

Visualization Reporting Cost-Benefit Snapshot 200

AWS Big Data

MARCH 11, 2024

Create a user-facing table in the Redshift cluster and use dot notation to unnest the JSON document from the streaming materialized view into data columns of the table. Make sure that data is flowing into your MSK topic using Amazon CloudWatch metrics (for example, BytesOutPerSec ).

Analytics 66

Analytics Data Warehouse Optimization Metrics 66