AWS Big Data

JANUARY 9, 2025

Iceberg provides a comprehensive SQL interface that allows quant teams to interact with their data using familiar SQL syntax. Researchers can use this information to identify periods of interest for their analysis, such as specific market events, economic cycles, or seasonal patterns. select(f.year("adapterTimestamp_ts_utc").alias("year"),

Metadata 111

Metadata Snapshot Cost-Benefit Optimization 111

Cloudera

MARCH 2, 2022

Stress testing is a particular area that has become even more important throughout the pandemic. Stress tests conducted by authorities such as the Federal Reserve Bank in the US are designed to keenly monitor the financial stability of the banking sector, especially during economic downturns such as those brought on by the pandemic.

Testing 95

Testing Management Risk Management Forecasting 95

IBM Big Data Hub

NOVEMBER 29, 2023

By leveraging AI for real-time event processing, businesses can connect the dots between disparate events to detect and respond to new trends, threats and opportunities. AI and event processing: a two-way street An event-driven architecture is essential for accelerating the speed of business.

Unstructured Data 84

Unstructured Data Data-driven ROI Machine Learning 84

AWS Big Data

DECEMBER 5, 2024

Hydro is powered by Amazon MSK and other tools with which teams can move, transform, and publish data at low latency using event-driven architectures. To address this, we used the AWS performance testing framework for Apache Kafka to evaluate the theoretical performance limits.

Metrics 97

Metrics Dashboards Testing Optimization 97

O'Reilly on Data

JUNE 7, 2022

We have a lot of vague notions about the Turing test, but in the final analysis, Turing wasn’t offering a definition of machine intelligence; he was probing the question of what human intelligence means. If that interaction is going to be productive, we will need a lot from AI. If we had AGI, how would we know it?

Modeling 364

Modeling Interactive Optimization Deep Learning 364

Cloudera

NOVEMBER 13, 2024

These enable customer service representatives to focus their time and attention on more high-value interactions, leading to a more cost-efficient service model. Build and test training and inference prompts. LLMs deployed as customer-facing chatbots can respond to frequently asked questions and simple queries. Data Preparation.

Cost-Benefit 87

Cost-Benefit Data Processing Machine Learning Testing 87

AWS Big Data

NOVEMBER 26, 2024

In case you don’t have sample data available for testing, we provide scripts for generating sample datasets on GitHub. For a table that will be converted, it invokes the converter Lambda function through an event. Data and metadata are shown in blue in the following detail diagram. create_hudi_s3.py

Metadata 105

Metadata Data Lake Snapshot Data Warehouse 105

datapine

MARCH 25, 2020

Your Chance: Want to test a professional reporting automation software? The technology behind the reports will enable triggers so that you don’t have to manually check if an unexpected business event occurs or export multiple spreadsheets to generate one single file. Let’s get started. We offer a 14-day free trial.

Reporting 209

Reporting Dashboards Manufacturing Visualization 209

AWS Big Data

DECEMBER 10, 2024

To interact with and analyze data stored in Amazon Redshift, AWS provides the Amazon Redshift Query Editor V2 , a web-based tool that allows you to explore, analyze, and share data using SQL. Upon successful authentication, the custom claims provider triggers the custom authentication extensions token issuance start event listener.

Sales 105

Sales Metadata Enterprise Testing 105

AWS Big Data

MAY 2, 2025

Applications are increasingly using AI and search to reinvent and improve user interactions, content discovery, and automation to uplift business outcomes. Lets test our multimodal RAG flow by searching for sunset colored dresses. This dress would be an excellent choice for summer events, beach vacations, or casual outings.

Machine Learning 83

Machine Learning Visualization Dashboards Metadata 83

O'Reilly on Data

MARCH 24, 2020

For example, a pre-existing correlation pulled from an organization’s database should be tested in a new experiment and not assumed to imply causation [3] , instead of this commonly encountered pattern in tech: A large fraction of users that do X do Z. In particular, determining causation from correlation can be difficult.

Machine Learning 364

Machine Learning Statistics Data Quality Data Collection 364

O'Reilly on Data

JUNE 14, 2024

It offers a wealth of books, on-demand courses, live events, short-form posts, interactive labs, expert playlists, and more—formed from the proprietary content of thousands of independent authors, industry experts, and several of the largest education publishers in the world.

Metadata 299

Metadata Publishing Data-driven Modeling 299

datapine

NOVEMBER 27, 2019

Spreadsheets finally took a backseat to actionable and insightful data visualizations and interactive business dashboards. That way, any unexpected event will be immediately registered and the system will notify the user. Another increasing factor in the future of business intelligence is testing AI in a duel.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

Rocket-Powered Data Science

JULY 21, 2023

My strong interest hasn’t diminished, and neither has Splunk’s developments and product releases in that space, as seen in observability’s prominent mention within many of Splunk’s announcements at this year’s.conf23 event. testing for hypothesized threats, behaviors, and activities), (2) Baseline (i.e.,

Machine Learning 190

Machine Learning Metrics Internet of Things Reporting 190

AWS Big Data

NOVEMBER 19, 2024

Install and configure the AWS CLI The AWS Command Line Interface (AWS CLI) is an open source tool that enables you to interact with AWS services using commands in your command line shell. When you’re logged in, you can start interacting with the application. Make sure the function is already deployed and working in your account.

Data Processing 98

Data Processing Metadata Publishing Testing 98

DataKitchen

SEPTEMBER 21, 2023

In the context of Data in Place, validating data quality automatically with Business Domain Tests is imperative for ensuring the trustworthiness of your data assets. Running these automated tests as part of your DataOps and Data Observability strategy allows for early detection of discrepancies or errors.

Testing 173

Testing Data Quality Predictive Modeling Metrics 173

Cloudera

DECEMBER 9, 2022

They value NiFi’s visual, no-code, drag-and-drop UI, the 450+ out-of-the-box processors and connectors, as well as the ability to interactively explore data by starting individual processors in the flow and immediately seeing the impact as data streams through the flow. . Interactivity when needed while saving costs.

Testing 100

Testing Cost-Benefit Interactive Visualization 100

O'Reilly on Data

OCTOBER 11, 2022

Selenium , the first tool for automated browser testing (2004), could be programmed to find fields on a web page, click on them or insert text, click “submit,” scrape the resulting web page, and collect results. But the core of the process is simple, and hasn’t changed much since the early days of web testing. What’s required?

Data Integration 353

Data Integration Insurance Dashboards Data-driven 353

O'Reilly on Data

JUNE 27, 2023

Doing so means giving the general public a freeform text box for interacting with your AI model. Mind you, these documents will spare you in a court of law in the event something goes wrong. Why not take the extra time to test for problems? That doesn’t sound so bad, right?

Risk Management 321

Risk Management Risk Management Modeling 321

datapine

JANUARY 6, 2022

Typically, quantitative data is measured by visually presenting correlation tests between two or more variables of significance. Prior to 2012, Intel would conduct over 19,000 manufacturing function tests on their chips before they could be deemed acceptable for release. 2) Use the right data visualization type.

Visualization 246

Visualization Dashboards Cost-Benefit Measurement 246

AWS Big Data

JULY 2, 2024

AWS DMS publishes the replicationtaskstopped event to EventBridge when the replication task is complete, which invokes an EventBridge rule. EventBridge routes the event to a Step Functions state machine. Create an EventBridge rule EventBridge sends event notifications to the Step Functions state machine when the full load is complete.

Data Warehouse 118

Data Warehouse Sales Testing Big Data 118

Smart Data Collective

OCTOBER 26, 2023

Virtual reality is revolutionizing the way businesses engage with their customers, offering enhanced experiences and immersive interactions. With the advancement of technology, the metaverse has become a virtual reality space where users can interact with each other and the digital world.

Interactive 121

Interactive Measurement Technology Visualization 121

AWS Big Data

NOVEMBER 15, 2023

This post covers how you can implement data enrichment for near-online streaming events with Apache Flink and how you can optimize performance. To compare the performance of the enrichment patterns, we ran performance testing based on synthetic data. The result of this test is useful as a general reference.

Testing 111

Testing Optimization Management Metadata 111

Decision Management Solutions

AUGUST 20, 2021

And our CEO James Taylor will be speaking as a panelist in the interactive discussion session, “Ask a Practitioner.”. Other topics at the event will include: decision microservices, decision explanation, testing, and execution, business rules discovery, and decision optimization.

Management 52

Management Data Processing Machine Learning Optimization 52

CIO Business Intelligence

MARCH 15, 2022

Synthetic data can also be a vital tool for enterprise AI efforts when available data doesn’t meet business needs or could create privacy issues if used to train machine learning models, test software, or the like. For software testing: Using real data to test new software can create privacy and security problems.

Strategy 145

Strategy Testing Sales Modeling 145

AWS Big Data

MAY 16, 2024

First, the Airflow REST API support enables programmatic interaction with Airflow resources like connections, Directed Acyclic Graphs (DAGs), DAGRuns, and Task instances. Furthermore, the user’s permissions for interacting with the REST API are determined by the Airflow role assigned to them within Amazon MWAA. small instance class.

Testing 121

Testing Metrics Interactive Management 121

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. These models are used to establish relationships between events and factors related to that event. Commonly used models include: Statistical models.

Data mining 144

Data mining Data-driven Statistics OLAP 144

CIO Business Intelligence

APRIL 15, 2022

MIT Technology Review has chronicled a number of failures, most of which stem from errors in the way the tools were trained or tested. Black swan events like the COVID-19 pandemic and a home renovation labor shortage contributed to the algorithm’s accuracy troubles. In a statement on Oct. In a statement on Oct.

Analytics 145

Analytics Machine Learning Insurance Testing 145

CIO Business Intelligence

JUNE 13, 2024

By generating new content in seconds, identifying patterns in large datasets, automating repetitive tasks, improving customer interactions, and reducing costs, GenAI can improve any company’s bottom line. Safeguards need to be in place when testing such powerful new tools.” over the three-year period. Read on for his thoughts.

Forecasting 137

Forecasting Risk Machine Learning Finance 137

CIO Business Intelligence

AUGUST 19, 2024

A human user might query the lead conductor through a classic user interface, such as an LLM prompt window, thus setting off a chain of events as each subagent handles a different task. You’ll have a lead conductor—a “boss” if you will—who doles out tasks to a series of other conductors, or subagents.

Sales 143

Sales Software Marketing Testing 143

Smart Data Collective

MARCH 14, 2023

Locally run AI models can be more interactive. Developed by Netscape, JS allows developers to create dynamic and interactive web pages to interact with visitors and perform complex actions. Interactive presentations with AI A very popular use of JavaScript is to create interactive presentations in the form of websites.

Interactive 128

Interactive IoT Data Science Data-driven 128

Rocket-Powered Data Science

JULY 14, 2023

When data science was in its “early days” within businesses, the data scientists mostly worked offline with static sources (like databases or web-based reports) to build and test analytics models for potential deployment in the enterprise. These may not be high risk. They might actually be high-reward discoveries.

Analytics 166

Analytics Internet of Things Data Science Prescriptive Analytics 166

Smart Data Collective

MARCH 16, 2022

Sandboxes have been widely used in software development workflows to run tests in a presumably safe environment. For example, when there is a need to test untrusted software. Another way for them to infiltrate is to send a smaller payload and thereby test the victim’s system before executing the full-fledged attack.

Testing 128

Testing Interactive Machine Learning Software 128

AWS Big Data

MAY 24, 2024

Its in-memory computing makes it great for iterative algorithms and interactive queries. In this architecture, we use the Amazon Kinesis Data Generator (KDG) to generate sample streaming data (random events per country) to a Kinesis Data Streams source. We use Spark Structured Streaming to count events per micro-batch window.

Metadata 119

Metadata Interactive Business Objectives Management 119

DataKitchen

JUNE 12, 2023

They need to learn customers’ interactions with their brand and marketing touchpoints. Data Journeys track and monitor all levels of the data estate, from data to tools to code to tests across all critical dimensions. Marketers and Customer Experience leaders have had a similar experience of dread.

Testing 130

Testing Dashboards Data Lake Data Science 130

CIO Business Intelligence

JANUARY 18, 2023

But as employees have come back to the office anticipating the benefits of in-person interactions, many have been disappointed, thanks to an organization not fully prepared for their arrival, she says, despite, in many cases, mandates to do so. “IT The idea is to understand whether “tools get in the way or do they help?’’

IT 144

IT Data-driven Interactive Strategy 144

CIO Business Intelligence

FEBRUARY 3, 2023

Email and client interaction; task routing Airslate Document-centric tasks such as PDF editing or generating eSignatures for contracts are one of the focuses for Airslate. The focus is interacting with web pages, databases, and Excel spreadsheets. Its “Conversational RPA” brings a natural language interface to many interactions.

Data-driven 145

Data-driven Interactive Enterprise Statistics 145