AWS Big Data

JULY 26, 2023

The following are common asks from our customers: Is it possible to develop and test AWS Glue data integration jobs on my local laptop? The software development lifecycle on AWS defines the following six phases: Plan, Design, Implement, Test, Deploy, and Maintain. Test In the testing phase, you check the implementation for bugs.

Data Integration 72

Data Integration Snapshot Testing Visualization 72

Paul Blogs on BI

SEPTEMBER 8, 2021

While we have definitely seen an acceleration in organizations using or moving operational applications to the cloud, Business Intelligence has lagged behind. However, if you are moving from SQL Server or Oracle data sources on premise to SQL Server or Oracle data sources in the cloud, then just sample testing should be fine.

Data Warehouse 59

Data Warehouse Data Processing Data Lake Testing 59

datapine

MAY 20, 2020

To put the power of CRM software (or customer relationship management dashboard software) into a living, breathing, real-world perspective, we’ll explore CRM dashboards in more detail, starting with basic definitions of such dashboards and reports while considering how you can use CRM dashboard software to your business-boosting advantage.

Dashboards 265

Dashboards Reporting KPI Visualization 265

Cloudera

FEBRUARY 28, 2024

You can think of a Kafka credential as the definition of a single cluster. This can be done using the kafka-producer-perf-test CLI tool. Using SSH, log in to one of your source cluster hosts. This is the same amount of records that you produced in the source topic with kafka-producer-perf-test.

Management 68

Management Testing Data Processing Big Data 68

datapine

APRIL 15, 2020

That said, in this article, we will go through both agile analytics and BI starting from basic definitions, and continuing with methodologies, tips, and tricks to help you implement these processes and give you a clear overview of how to use them. Your Chance: Want to test an agile business intelligence solution?

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

IBM Big Data Hub

APRIL 11, 2024

Therefore, we see national and international guidelines address these overlapping and intersecting definitions in a variety of ways. Responsibility for risk: These forms can imply that model owners will be absolved of risk because they used a certain technology or cloud host or procured a model from a third party.

Risk 74

Risk Consulting Data Processing Modeling 74

IBM Big Data Hub

DECEMBER 4, 2023

According to Oracle , best practices for the planning process include five categories of information: Project definition: This is the blueprint that will include relevant information for an implementation project. Oracle provides a variety of templates to facilitate item definition as data is catalogued and moved to the cloud.

Testing 71

Testing Consulting Digital Transformation Cost-Benefit 71

O'Reilly on Data

JUNE 18, 2024

In conversation with reporter Cade Metz, who broke the story, on the New York Times podcast The Daily , host Michael Barbaro called copyright violation “ AI’s Original Sin.” For a star-driven media area like music, it definitely makes sense. They were centralized and aimed to host everyone’s content as part of their service.

Advertising 354

Advertising Modeling Publishing Data Processing 354

datapine

FEBRUARY 9, 2024

But first, let’s start with a simple definition. The fundamentals of measuring performance indicators are not all that different from well-established scientific evaluation methods: ask a question, set a goal, find a quantifiable means of achieving that goal, test these means, and then retest for consistency.

KPI 221

KPI Management Key Performance Indicator Measurement 221

AWS Big Data

JUNE 17, 2024

The solution for this post is hosted on GitHub. This is the bucket where you host all of your DAGs for your environment. [1.b] Use the AWS CDK or AWS CloudFormation to manage the infrastructure definition. The steps are as follows: [1.a] b] The solution enables cross-Region replication of the DAGs bucket.

Strategy 97

Strategy Metadata Recreation/Entertainment Metrics 97

Cloudera

JUNE 5, 2023

The flow he built differentiates between test or true API call before initiating a secure log in. Completeness is estimated by comparing a test result with “estimated total.” Here at Cloudera we are excited to host future events for NiFi developers, so stay tuned to find out what’s next. The brilliant part comes next.

Testing 75

Testing Data Lake Data Processing IT 75

CIO Business Intelligence

JUNE 11, 2024

A 1958 Harvard Business Review article coined the term information technology, focusing their definition on rapidly processing large amounts of information, using statistical and mathematical methods in decision-making, and simulating higher order thinking through applications. What comes first: A new brand or operating model?

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

datapine

SEPTEMBER 29, 2022

What is the definition of data quality? This way, you make sure there is a common understanding of data definitions that are being used across the organization. Also known as data validation, integrity refers to the structural testing of data to ensure that the data complies with procedures. date, month, and year).

Data Quality 241

Data Quality Metrics Data-driven Management 241

O'Reilly on Data

JANUARY 17, 2023

If you’re a professional data scientist, you already have the knowledge and skills to test these models. Especially when you consider how Certain Big Cloud Providers treat autoML as an on-ramp to model hosting. Is autoML the bait for long-term model hosting? Upload your data, click through a workflow, walk away.

Machine Learning 333

Machine Learning Predictive Modeling Software Modeling 333

IBM Big Data Hub

NOVEMBER 3, 2023

Update the Kubernetes secret definition by adding or removing fields or updating the referenced Secrets Manager CRN for a TLS secret. ALB generation: 1 name: echo-ingress namespace: echo-namespace spec: rules: - host: techcorp.com // 1. Set up the domain for your Ingress host. Update Update the configuration of a domain.

Data Processing 69

Data Processing Metadata Management Testing 69

Cloudera

OCTOBER 22, 2021

Like any other software application, NiFi data flows go through a development, testing and production phase. Figure 3: When you start version control you can pick a Bucket and provide a name for your flow definition. Figure 4: The green tick indicates that this process group is using the latest version of the flow definition.

KPI 89

KPI Management Visualization Interactive 89

Cloudera

JANUARY 19, 2024

This can include assumptions about the intent of the natural language used, like the definition of “top selling products,” values of needed literals, and how joins can be created. Supported AI models and services The SQL AI Assistant is not bundled with a specific LLM; instead it supports various LLMs and hosting services.

Data Warehouse 71

Data Warehouse Data Processing Optimization Modeling 71

Cloudera

OCTOBER 4, 2022

Kafka brokers contained within host groups enable the administrators to more easily add and remove nodes. The Apache Kafka brokers provisioned with the Light- and Heavy duty versions (even High Availability – Multi-AZ – versions) of the Streams Messaging cluster definitions can be scaled.

Data Processing 78

Data Processing Management Big Data Reporting 78

Data Science 101

AUGUST 30, 2023

“Definitely – now it [programmer] seems like an obvious career choice. Definitely – now it seems like an obvious career choice. Another time we were doing “load testing” and everyone in the office was hitting the site and it seemed to be running really slowly. Back then it really wasn’t that popular.

Consulting 111

Consulting Testing Data Processing IT 111

Domino Data Lab

JULY 10, 2019

This blog also provides code examples with a Jupyter notebook that you can download or run via hosting provided by Domino. The model definition via a YAML file. Training a model in Ludwig only requires a CSV dataset and a model definition YAML file. An example notebook can be downloaded and/or run via hosting provided by Domino.

Deep Learning 110

Deep Learning Visualization Recreation/Entertainment Data Processing 110

CIO Business Intelligence

FEBRUARY 10, 2023

But for two years, we were testing limits within the public cloud.” To that end, AWS has been increasing efforts to educate large enterprise customers on how to adopt intelligent tiering storage options to reduce costs of hosting dormant data — while paying premium for the data in most active use in applications running on AWS.

Unstructured Data 105

Unstructured Data Data Lake Machine Learning Enterprise 105

CIO Business Intelligence

JUNE 14, 2022

Whitehall has expressed a desire to move to a buy once, use many times approach to technology as well as ensuring that nationally important systems are resilience tested annually. A system that unlocks digital transformation. An “ambitious statement of intent”.

Strategy 105

Strategy IT Digital Transformation Data Processing 105

Cloudera

MARCH 9, 2021

Atlas provides a basic set of pre-defined type definitions (called typedefs ) for various Hadoop and non-Hadoop metadata to cover all the needs of CDP. Everything is built around the core metadata model structure of type definitions and entities ( see Atlas documentation for more detail ): Each type definition ( typedef ).

Data Governance 95

Data Governance Metadata Enterprise Data Processing 95

CIO Business Intelligence

JUNE 6, 2024

Internal development GPT4DFCI was designed to be used for non-clinical purposes, says Lenane, and was first tested with users last year, with full release at the end of 2023 and beginning of 2024. The whole department would have known I hadn’t written it, so I definitely made some edits.” But it was a little too flowery for me.

Cost-Benefit 131

Cost-Benefit Software Testing Interactive 131

Cloudera

MAY 1, 2023

By breaking down monolithic apps into microservices architectures, for example, or making modularized data products, organizations do their best to enable more rapid iterative cycles of design, build, test, and deployment of innovative solutions. The repository may be hosted anywhere in your organization, as long as SSB can connect to it.

Testing 77

Testing Management Data Processing IT 77

AWS Big Data

OCTOBER 18, 2023

Grant VIEW DEFINITION and VIEW DATABASE STATE to each schema you are trying to convert to the database user used for migration. Choose Test connection to verify that AWS SCT can connect to your source Azure Synapse project. Choose Test connection to verify that AWS SCT can connect to your target Redshift workgroup.

Analytics 102

Analytics Data Warehouse Dashboards Testing 102

IBM Big Data Hub

NOVEMBER 29, 2023

The methodology is iterative rather than linear, which allows DevOps teams to write code, integrate it, run tests, deliver releases and deploy changes collaboratively and in real-time while keeping security and compliance in check. Prior to creating the image, the Dockerfile is tested.

Testing 89

Testing Dashboards Risk Data Processing 89

Occam's Razor

MAY 22, 2006

This post is a primer on the delightful world of testing and experimentation (A/B, Multivariate, and a new term from me: Experience Testing). Experimentation and testing help us figure out we are wrong, quickly and repeatedly and if you think about it that is a great thing for our customers, and for our employers.

Experimentation 103

Experimentation Testing Optimization Measurement 103

CIO Business Intelligence

FEBRUARY 20, 2023

The Boston-based test-equipment manufacturer recently enlisted McKinsey to conduct education sessions with leaders across the company to help them understand specific issues women confront in advancing their careers. Very often when there’s a woman in leadership, she is the only female,” she says.

IT 111

IT Insurance Strategy Manufacturing 111

CIO Business Intelligence

JUNE 22, 2022

For example, the consultant will seek to test the strength of their relationship with executive leadership against the strength of the program leadership team. These interactions are intended to raise certain concerns outside of the negotiation session itself. Positioning the strategic imperative. Employing delay tactics and speed.

Consulting 128

Consulting Uncertainty Cost-Benefit Risk 128

AWS Big Data

FEBRUARY 16, 2023

As a QuickSight administrator, you can use AWS CloudFormation templates to migrate assets between distinct environments from development, to test, to production. QuickSight delivers fast and responsive query performance by using a robust in-memory engine (SPICE). This ID is unique per Region for each AWS account.

Data Warehouse 81

Data Warehouse Sales Visualization Data Processing 81

O'Reilly on Data

APRIL 22, 2020

There aren’t simple standards and tests for ethical behavior, nor are you as likely to be called into court for acting unethically. Finally, investors from BlackStone to JP Morgan are beginning to prioritize environmental, social, and governance metrics—like ethics—into its definition of shareholder value.

Cost-Benefit 251

Cost-Benefit Finance Data-driven Strategy 251

Alation

DECEMBER 14, 2021

Furthermore, does my application really need a server of its own in the first place — especially when the organizational plan involves hosting everything on an external service? Let’s start with some simple definitions. Cloud testing. What is cloud-hosted? Examples of cloud-hosting providers include: Alibaba Cloud.

Cost-Benefit 52

Cost-Benefit Data Processing Optimization Consulting 52

Cloudera

JULY 16, 2021

jdbc:hive2://<host>/<database>;transportMode=http;httpPath=cliservice;ssl=true;retries=3;mode=hplsql. You can close the session or restart Hive without losing the definitions. For more on CDW, sign up for a 60 day trial , or test drive CDP. This copies the JDBC URL to the system’s clipboard.

Data Warehouse 119

Data Warehouse Data Processing Management Testing 119

Alation

MAY 31, 2023

This year’s DGIQ West will host tutorials, workshops, seminars, general conference sessions, and case studies for global data leaders. data governance is filled with a myriad of terminology, definitions, and challenges. You can even ues this event to satisfy the continuing education requirements of the CDMP credential.

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

CIO Business Intelligence

SEPTEMBER 22, 2023

Data management platform definition A data management platform (DMP) is a suite of tools that helps organizations to collect and manage data from a wide array of first-, second-, and third-party sources and to create reports and build customer profiles as part of targeted personalization campaigns. Of course, marketing also works.

Management 105

Management Advertising Data Lake Sales 105

Domino Data Lab

MAY 8, 2019

In contrast, some researchers who are exploring the definitions, possibilities, and limitations of model interpretation point toward more comprehensive views. At CMU I joined a panel hosted by Zachary Lipton where someone in the audience asked a question about machine learning model interpretation. Let’s look through some antidotes.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105