TDAN

DECEMBER 3, 2019

When it comes to marketing, business owners need to be fast in adjusting their strategies to fit the continuous advancement in technologies. Today, nearly everyone has a mobile phone or another smart mobile device with them at all times. As the trend of doing everything over a mobile device grows, including tasks such as shopping […].

Marketing 64

Marketing Strategy Statistics Technology 64

CIO Business Intelligence

JUNE 27, 2022

Mark Twain famously remarked that there are three kinds of lies: lies, damned lies, and statistics. Remember Twain’s quip about statistics and lies. There’s always the possibility that the collected data is itself flawed in some way. Data can be flawed in many ways. Today, many CIOs feel the same way about metrics.

Metrics 133

Metrics KPI IT Consulting 133

AWS Big Data

FEBRUARY 26, 2025

Amazon SageMaker Lakehouse provides an open data architecture that reduces data silos and unifies data across Amazon Simple Storage Service (Amazon S3) data lakes, Redshift data warehouses, and third-party and federated data sources.

Analytics 59

Analytics Data Lake Metadata Data Warehouse 59

CIO Business Intelligence

AUGUST 9, 2022

Data engineers and data scientists often work closely together but serve very different functions. Data engineers are responsible for developing, testing, and maintaining data pipelines and data architectures. Data engineer vs. data architect.

Analytics 131

Analytics Data Science Statistics Unstructured Data 131

DataKitchen

OCTOBER 11, 2021

First, you must understand the existing challenges of the data team, including the data architecture and end-to-end toolchain. Historic Balance – compares current data to previous or expected values. Statistical Process Control – applies statistical methods to control a process.

Testing 152

Testing Metadata Dashboards Statistics 152

AWS Big Data

APRIL 3, 2024

They understand that a one-size-fits-all approach no longer works, and recognize the value in adopting scalable, flexible tools and open data formats to support interoperability in a modern data architecture to accelerate the delivery of new solutions. Andries has over 20 years of experience in the field of data and analytics.

Data Lake 105

Data Lake Snapshot Metadata Data Architecture 105

Sisense

SEPTEMBER 3, 2020

Data scientists usually build models for data-driven decisions asking challenging questions that only complex calculations can try to answer and creating new solutions where necessary. Programming and statistics are two fundamental technical skills for data analysts, as well as data wrangling and data visualization.

Statistics 97

Statistics Metrics Visualization Finance 97

Data Science 101

JUNE 10, 2019

Data engineers typically handle large amounts of data and lay the groundwork for data scientists to do their jobs effectively. They are responsible for managing database systems, scaling data architecture to multiple servers, and writing complex queries to sift through the data. The Data Science Process.

Data Science 96

Data Science Statistics Machine Learning Predictive Modeling 96

Peter James Thomas

AUGUST 2, 2019

Data Architecture – Definition (2). Data Catalogue. Data Community. Data Domain (contributor: Taru Väre ). Data Enrichment. Data Federation. Data Function. Data Model. Data Operating Model. Master Data – additional definition (contributor: Scott Taylor ).

Analytics 69

Analytics Data Analytics Data Architecture Statistics 69

TDAN

JANUARY 5, 2022

The world now runs on Big Data. Defined as information sets too large for traditional statistical analysis, Big Data represents a host of insights businesses can apply towards better practices. But what exactly are the opportunities present in big data? In manufacturing, this means opportunity.

Manufacturing 89

Manufacturing Big Data Statistics Data Processing 89

IBM Big Data Hub

SEPTEMBER 19, 2023

Though you may encounter the terms “data science” and “data analytics” being used interchangeably in conversations or online, they refer to two distinctly different concepts. Meanwhile, data analytics is the act of examining datasets to extract value and find answers to specific questions.

Data Science 76

Data Science Data Analytics Prescriptive Analytics Analytics 76

CIO Business Intelligence

JUNE 28, 2023

The initial stage involved establishing the data architecture, which provided the ability to handle the data more effectively and systematically. “We Working with non-typical data presents us with a reality where encountering challenges is part of our daily operations.”

Digital Transformation 105

Digital Transformation Cost-Benefit Informatics Data mining 105

CIO Business Intelligence

JULY 7, 2022

There are many statistics that link business success to application speed and responsiveness. Keeping it at acceptable levels requires an underlying data architecture that can handle the demands of globally deployed real-time applications. By Aaron Ploetz, Developer Advocate.

Statistics 111

Statistics Optimization Data Architecture Enterprise 111

AWS Big Data

JUNE 9, 2023

A modern data architecture enables companies to ingest virtually any type of data through automated pipelines into a data lake, which provides highly durable and cost-effective object storage at petabyte or exabyte scale. Frequent compaction can be used to optimize read performance.

Data Lake 125

Data Lake Metadata Statistics Optimization 125

AWS Big Data

DECEMBER 19, 2024

The existence of a central data catalog enabled teams to seamlessly search, discover, share, and subscribe to data assets produced within the business. Oghosa Omorisiagbon is a Senior Data Engineer at HEMA. Outside of work, he enjoys traveling, playing video games and outdoor activities.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

DataKitchen

JULY 3, 2023

Data Journey First DataOps Putting Problems in Your Data Estate at the Forefront Welcome to the high-octane world of DataOps, a powerhouse that turbocharges data analytics development and management. Historically, automation has taken center stage in the theater of DataOps.

Testing 130

Testing Risk Data-driven Statistics 130

Cloudera

SEPTEMBER 15, 2022

The consumption of the data should be supported through an elastic delivery layer that aligns with demand, but also provides the flexibility to present the data in a physical format that aligns with the analytic application, ranging from the more traditional data warehouse view to a graph view in support of relationship analysis.

Data Lake 83

Data Lake Data Architecture Data-driven Data Warehouse 83

datapine

AUGUST 20, 2019

Big data: Architecture and Patterns. The Big data problem can be comprehended properly using a layered architecture. Big data architecture consists of different layers and each layer performs a specific function. The architecture of Big data has 6 layers. Artificial Intelligence.

Big Data 100

Big Data B2B Cost-Benefit Structured Data 100

CIO Business Intelligence

JULY 26, 2023

The CIO delights in detailing the work of Re/Max’s technology team, which is building the pipelines and cloud-native applications to deliver agents in the field the most refined and insightful data from more than 500 MLS listing serivces in the US and Canada as quickly as possible.

Data Lake 98

Data Lake Digital Transformation Machine Learning Data Architecture 98

Cloudera

DECEMBER 1, 2022

Full-stack observability is a critical requirement for effective modern data platforms to deliver the agile, flexible, and cost-effective environment organizations are looking for. RI is a global leader in the design and deployment of large-scale, production-level modern data platforms for the world’s largest enterprises.

Data Quality 84

Data Quality Metrics Data Lake Statistics 84

AWS Big Data

NOVEMBER 29, 2023

Use one click to access your data lake tables using auto-mounted AWS Glue data catalogs on Amazon Redshift for a simplified experience. Learn more about the zero-ETL integrations, data lake performance enhancements, and other announcements below.

Data Warehouse 112

Data Warehouse Analytics Data Lake Machine Learning 112

CIO Business Intelligence

AUGUST 21, 2024

The flashpoint moment is that rather than being based on rules, statistics, and thresholds, now these systems are being imbued with the power of deep learning and deep reinforcement learning brought about by neural networks,” Mattmann says. The systems are fed the data, and trained, and then improve over time on their own.”

Risk 136

Risk Insurance Cost-Benefit Software 136

AWS Big Data

AUGUST 1, 2024

Success criteria alignment by all stakeholders (producers, consumers, operators, auditors) is key for successful transition to a new Amazon Redshift modern data architecture. The success criteria are the key performance indicators (KPIs) for each component of the data workflow.

Data Warehouse 99

Data Warehouse KPI Optimization Cost-Benefit 99

AWS Big Data

AUGUST 31, 2023

Amazon Redshift supports Apache Iceberg’s native schema and partition evolution capabilities using the AWS Glue Data Catalog , eliminating the need to alter table definitions to add new partitions or to move and process large amounts of data to change the schema of an existing data lake table.

Data Lake 107

Data Lake Data Warehouse Metadata Data Architecture 107

Peter James Thomas

APRIL 9, 2019

These are as follows: General Data Articles. Data Visualisation. Statistics & Data Science. Analytics & Big Data. Data Visualisation. Statistics & Data Science. Data Science Challenges – It’s Deja Vu all over again! CDO perspectives. Programme Advice. Maths & Science.

Data-driven 49

Data-driven Statistics Data Science Big Data 49

TDAN

OCTOBER 5, 2022

Here are a few statistics that support this belief: — IoT already has generated more than $123 billion […]. The current decade will see the most rapid technological advancements in history: emergence of new technology and faster development of existing technology.

IoT 52

IoT Internet of Things Statistics Technology 52

AWS Big Data

JULY 2, 2024

This workflow moves the full volume data from the source database to the Redshift cluster. The following screenshot shows the load statistics for the customer table full load. He has worked with building databases and data warehouse solutions for over 15 years.

Data Warehouse 101

Data Warehouse Sales Testing Big Data 101

AWS Big Data

FEBRUARY 6, 2023

Based on the statistics of individual and aggregated application runs per queue and per user, you can determine the existing workload distribution by user. He also understands how to apply technologies to solve big data problems and build a well-designed data architecture. You can find peak and off-peak hours in a day.

Dashboards 83

Dashboards Optimization Data Lake Cost-Benefit 83

Sisense

SEPTEMBER 3, 2019

Modeling Your Data for Performance. Data architecture. The data landscape has changed significantly over the last two decades. The volume of data being created has increased, and the storage and computational resources needed to store and analyze that data has become cheaper and more widely available.

Data Warehouse 78

Data Warehouse OLAP Statistics Cost-Benefit 78

AWS Big Data

JUNE 6, 2023

The purpose of this step is to understand our data quality statistics at the table level as well as at the ruleset level. Use the queries in this section to analyze your data quality metrics and create an Athena view to use to build a QuickSight dashboard in the next step.

Data Quality 78

Data Quality Metrics Visualization Dashboards 78

AWS Big Data

FEBRUARY 14, 2023

You can monitor the tables ingested on the Statistics tab of the replication task. Open the raw layer of the data lake to find a new file holding the incremental changes inside every table’s prefix, for example under the sporting_event prefix. Narendra Merla is a Data Architect in the Amazon Web Services (AWS) Data Lab.

Data Lake 89

Data Lake Statistics Data Architecture Finance 89

AWS Big Data

SEPTEMBER 13, 2023

The Analytics specialty practice of AWS Professional Services (AWS ProServe) helps customers across the globe with modern data architecture implementations on the AWS Cloud. In the Table statistics section, you will see an output similar to the following screenshot.

Data Lake 103

Data Lake Data Processing Metadata Snapshot 103

Alation

JULY 7, 2022

In the 2010s, the growing scope of the data landscape gave rise to a new profession: the data scientist. This new role, combined with the creation of data lakes and the increasing use of cloud services, created new employment opportunities in data analytics, data architecture, and data management.

Metadata 52

Metadata Data-driven Insurance Statistics 52

Alation

AUGUST 18, 2022

For now, I will explore the two fundamental approaches to data lineage creation and maintenance. I’ve adopted the statistics related terminology of deterministic and non-deterministic to help define and explain each. Of course, the other big change is the complexity of the modern application and data architecture.

Metadata 69

Metadata Visualization Statistics Data Architecture 69

AWS Big Data

SEPTEMBER 13, 2024

We expect statistically equal distribution of jobs between the two clusters. Suvojit Dasgupta is a Principal Data Architect at Amazon Web Services. He leads a team of skilled engineers in designing and building scalable data solutions for AWS customers. contains(GroupName, 'eks-cluster-sg-bpg-cluster-')].GroupId"

Management 104

Management Snapshot Cost-Benefit Testing 104

AWS Big Data

APRIL 3, 2024

In our case, we are appending _custom to the statistic name, resulting in the following format for KPIs: Completeness_custom Uniqueness_custom In a real-world scenario, you might want to set a value that matches with your data quality framework in relation to the KPIs that you want to track in Amazon DataZone.

Data Quality 103

Data Quality Visualization Metadata Metrics 103

AWS Big Data

OCTOBER 18, 2023

AWS SCT highlights these objects in blue in the conversion statistics diagram and creates action items with a complexity attached to them. He is deeply passionate about Data Architecture and helps customers build analytics solutions at scale on AWS.

Analytics 107

Analytics Data Warehouse Dashboards Testing 107