AWS Big Data

NOVEMBER 16, 2023

As with all AWS services, Amazon Redshift is a customer-obsessed service that recognizes there isn’t a one-size-fits-all for customers when it comes to data models, which is why Amazon Redshift supports multiple data models such as Star Schemas, Snowflake Schemas and Data Vault.

Enterprise 86

Enterprise Data Warehouse Snapshot Cost-Benefit 86

Smarten

NOVEMBER 23, 2023

The Smarten Augmented Analytics suite includes Smart Data Visualization , AI and Assisted Predictive Modeling , Self-Serve Data Preparation , Natural Language Processing (NLP) and Search Analytics , SnapShot Monitoring and Alerts , and many other sophisticated features.

Publishing 62

Publishing Marketing Analytics Predictive Modeling 62

AWS Big Data

MARCH 27, 2023

Developers, data scientists, and analysts can work across databases, data warehouses, and data lakes to build reporting and dashboarding applications, perform real-time analytics, share and collaborate on data, and even build and train machine learning (ML) models with Redshift Serverless.

Data Warehouse 87

Data Warehouse Management Snapshot Data Lake 87

CIO Business Intelligence

SEPTEMBER 2, 2022

Characteristics of a strong cyber resilience solution include: immutable snapshots, air gapping, a fenced forensic environment, and rapid recovery time (minutes, not hours or days). Lack of utilizing flexible consumption models. However, flexible consumption models have arisen to give customers more options.

IT 98

IT Snapshot Cost-Benefit Enterprise 98

CIO Business Intelligence

AUGUST 31, 2022

Characteristics of a strong cyber resilience solution include: immutable snapshots, air gapping, a fenced forensic environment, and rapid recovery time (minutes, not hours or days). Lack of utilizing flexible consumption models. However, flexible consumption models have arisen to give customers more options.

IT 98

IT Snapshot Cost-Benefit Enterprise 98

Cloudera

SEPTEMBER 1, 2020

See the snapshot below. HDFS also provides snapshotting, inter-cluster replication, and disaster recovery. . By encapsulating Kerberos, it eliminates the need for client software or client configuration, simplifying the access model. data best served through Apache Solr). What does DDE entail? More specifically: HDFS.

Snapshot 71

Snapshot Unstructured Data Dashboards Interactive 71

AWS Big Data

MARCH 23, 2023

These organizations have adopted a federated model, with each LoB having the autonomy to make decisions on their data. They use the publisher/consumer model with a centralized governance layer that is used to enforce access controls. The Iceberg table keeps track of the snapshots. Use time travel to find the table snapshot.

Interactive 70

Interactive Snapshot Data Lake Software 70

AWS Big Data

MARCH 25, 2024

Foundation models (FMs) are large machine learning (ML) models trained on a broad spectrum of unlabeled and generalized datasets. This scale and general-purpose adaptability are what makes FMs different from traditional ML models. As new data appears, you will have to continuously fine-tune or further train the model.

Data Lake 92

Data Lake Unstructured Data Management Modeling 92

Cloudera

OCTOBER 11, 2022

As Julian and Bret say above, a scaled AI solution needs to be fed new data as a pipeline, not just a snapshot of data and we have to figure out a way to get the right data collected and implemented in a way that is not so onerous. Because that is how models learn. But it isn’t just aggregating data for models.

Snapshot 97

Snapshot Data Science Digital Transformation Metadata 97

O'Reilly on Data

JULY 18, 2023

Reflections Our study findings capture a rare snapshot in time in early 2023 as computing instructors are just starting to form opinions about this fast-growing phenomenon but have not yet converged to any consensus about best practices. And how do those novice mental models compare to experts’ mental models of AI code generation?

Snapshot 151

Snapshot Modeling Strategy IT 151

Cloudera

OCTOBER 16, 2023

Time Travel: Reproduce a query as of a given time or snapshot ID, which can be used for historical audits, validating ML models, and rollback of erroneous operations, as an example. Table Rollback : Allow users to quickly correct problems by resetting tables to a good state.

Snapshot 82

Snapshot Management Data Processing Modeling 82

Sisense

JANUARY 6, 2021

What are white-labeled reports White-label reports: Under the hood Exploring white-label dashboards Use case snapshots Horsepower under the hood. Platforms like Sisense usually boast a vast array of models and suggestions. Use case snapshots: White-label reports and dashboards in action today. Horsepower under the hood.

Dashboards 119

Dashboards Reporting Snapshot Visualization 119

AWS Big Data

JULY 26, 2023

To start applying this end-to-end development lifecycle model to your data platform easily and quickly, we prepared the baseline template aws-glue-cdk-baseline using the AWS CDK. Optionally, you can install AWS Tool Kit for Visual Studio Code , and start Amazon CodeWhisperer to enable code recommendations powered by machine learning model.

Data Integration 74

Data Integration Snapshot Testing Visualization 74

Insight

OCTOBER 25, 2019

My client also specified that CAD model files of the T-LESS dataset be used for this project, and that one object per class be reserved for testing (Objects 4, 8, 12, 18, 23, 30). In order to solve this doubly challenging problem in a limited time frame, I opted to work with 2-D projections and snapshots of the 3-D images.

Snapshot 57

Snapshot Testing Deep Learning Visualization 57

Smart Data Collective

OCTOBER 7, 2023

Delivery Details: Purchase histories, delivery addresses, and contact information provide a snapshot of a person’s habits and whereabouts. While this has led to faster response times, it’s also sparked debates about privacy and potential biases in the AI models.

Technology 92

Technology Snapshot Data-driven Machine Learning 92

Smart Data Collective

OCTOBER 19, 2022

What Are Their Ranges of Data Models? But MongoDB also offers filesystem snapshot backups and queryable backups. MongoDB is deployable anywhere, and the MongoDB Atlas database-as-a-service can be deployed on AWS, Azure, and Google Cloud Platform (GCP). It is compatible with a laptop to mainframe and on-premise through a hybrid cloud.

Big Data 110

Big Data Management Cost-Benefit Recreation/Entertainment 110

Juice Analytics

NOVEMBER 18, 2019

Sending a snapshot of a visualization to a colleague to initiate a discussion. For certain operational activities, the goal should be to drive direct action based on data with scoring or optimization models. Creating an action item for your team based on the results of an analysis.

Snapshot 90

Snapshot Visualization Optimization Marketing 90

Juice Analytics

APRIL 17, 2020

Here’s snapshot of a recent search: As Harry Stevens, Washington Post reporter (responsible for that amazing “flatten the curve” story ) pointed out in the round table: “ the truth is that a million cases happened weeks before the official count passed that number and so we’re not reporting on reality, but we’re reporting on the numbers. ”

Forecasting 85

Forecasting Snapshot Dashboards Uncertainty 85

CIO Business Intelligence

APRIL 4, 2022

Much of Clean Harbors’ customer data remains on premises in roughly 50 Oracle databases that are integrated with AI ML models through APIs and with RPA bots — a hybrid approach increasingly familiar to IT leaders looking to take strategic advantage of cloud capabilities while also retaining control over key systems and data. “And

Digital Transformation 98

Digital Transformation Snapshot Cost-Benefit Modeling 98

Jet Global

NOVEMBER 16, 2020

It helps them to react to small and large market fluctuations in the most cost-effective and strategic manner, modelling ”what-if” situations according to both known and unknown information. The problem is that you will end up with so many different spreadsheets that you lose sight of what you’re trying to model.”.

Forecasting 98

Forecasting Snapshot Finance Recreation/Entertainment 98

CIO Business Intelligence

FEBRUARY 20, 2024

it’s critical to remember that it is only a snapshot at that moment of evaluation. The US Commerce Department in January, for example, proposed a rule banning Chinese companies from training their LLM models in US cloud environments. That’s where the contract comes into play.

Risk 131

Risk Enterprise Strategy Snapshot 131

AWS Big Data

JUNE 27, 2023

Our previous solution offered visualization of key metrics, but point-in-time snapshots produced only in PDF format. We wanted to include interactive, real-time visualizations to support recruiters from one of our government clients. We used row-level security with tag-based rules in QuickSight to restrict data on a per-user basis.

Metrics 98

Metrics Dashboards Interactive Visualization 98

AWS Big Data

MARCH 10, 2023

With Iceberg, ingestion, update, and querying processes can benefit from atomicity, snapshot isolation, and managing concurrency to keep a consistent view of data. Sales data model Star schema and its variants are very popular for modeling data in data warehouses. They implement one or more fact tables and dimension tables.

Data Lake 104

Data Lake Sales Data Warehouse Snapshot 104

CIO Business Intelligence

AUGUST 17, 2022

To help make it quick and easy for IT leaders to get a reliable snapshot of the enterprise storage trends, we put together this “trends update” for the second half of 2022. In less than five minutes, you can take hold of useful and relevant information that will help you make more insights-driven decisions over the next six months.

Enterprise 111

Enterprise Cost-Benefit Snapshot Data-driven 111

AWS Big Data

MARCH 16, 2023

A source of unpredictable workloads is dbt Cloud , which SafetyCulture uses to manage data transformations in the form of models. Whenever models are created or modified, a dbt Cloud CI job is triggered to test the models by materializing the models in Amazon Redshift. To determine cost, you can perform an estimation.

Data Warehouse 52

Data Warehouse Testing Snapshot Modeling 52

Cloudera

DECEMBER 16, 2021

And just 34% agreed that they “routinely and formally evaluate and optimize processes to refine new business models that emerge from data and analytics.” This post represents a snapshot of the findings from our latest report: Cloudera Enterprise Data Maturity Report: Impact of Enterprise Data Strategies on Business Outcomes.

Data Strategy 88

Data Strategy Snapshot Strategy Reporting 88

AWS Big Data

NOVEMBER 10, 2023

The business opportunity There are 19 predictive models in scope for utilizing 93 features built with AWS Glue across Capitec’s Retail Credit divisions. This is particularly valuable for Type 2 slowly changing dimension (SCD) and timespan accumulating snapshot facts. In his spare time, he enjoys reading and traveling.

Data Processing 95

Data Processing Data Lake Data Warehouse Optimization 95

Domino Data Lab

JANUARY 11, 2021

Arming data science teams with the access and capabilities needed to establish a two-way flow of information is one critical challenge many organizations face when it comes to unlocking value from their modeling efforts. Domino Data Lab and Snowflake: Better Together. Writing data from Domino into Snowflake.

Recreation/Entertainment 103

Recreation/Entertainment Data Science Data Warehouse Modeling 103

Smart Data Collective

AUGUST 25, 2020

Traditional analytics interfaces can provide a rough snapshot of engagement, but ones that use Hadoop are more effective. They make find information about lots of other digital creative, which they can use as models for their own content marketing strategy. Monitor engagement statistics in a more nuanced way.

Data mining 109

Data mining Metadata Big Data ROI 109

Cloudera

MAY 22, 2018

With CDSW, organizations can research and experiment faster, deploy models easily and with confidence, as well as rely on the wider Cloudera platform to reduce the risks and costs of data science projects. track model metrics, performance, and any model artifacts the user specifies. Experiments.

Data Science 42

Data Science Snapshot Machine Learning Metadata 42

Smart Data Collective

NOVEMBER 7, 2022

We talked about the benefits of using AWS for SaaS business models , but it can help with many other businesses too. Amazon implemented an innovative pricing model for their hosting. The platform offers AMIs and EBS snapshots mode for file back-upiles. You can use it instead of a private hosting (or dedicated hosting).

Enterprise 106

Enterprise Data Processing Cost-Benefit Snapshot 106

Cloudera

AUGUST 3, 2022

The challenges of arbitrary code execution notwithstanding, there have been attempts to provide a stronger security model but with mixed results. The introduction of “Secure Access” mode to HWC avoids these drawbacks by relying on Hive to obtain a secure snapshot of the data that is then operated upon by Spark. df.show().

Snapshot 92

Snapshot Cost-Benefit Machine Learning Data Transformation 92

CIO Business Intelligence

JUNE 1, 2022

The tech giant’s mid-range storage product has also been equipped with new VMware integrations, including improved vVols latency and performance, simplified disaster recovery with vVols replication, as well as VM-level snapshots and fast clones.

Deep Learning 105

Deep Learning Snapshot Optimization Data Quality 105

O'Reilly on Data

MARCH 20, 2019

Apply fair and private models, white-hat and forensic model debugging, and common sense to protect machine learning models from malicious actors. Like many others, I’ve known for some time that machine learning models themselves could pose security risks. This is like a denial-of-service (DOS) attack on your model itself.

Modeling 219

Modeling Machine Learning Predictive Modeling Consulting 219

AWS Big Data

APRIL 17, 2024

This model decouples the data flow that happens using Amazon S3 and the control flow (checkpoint publication and term validation) that happens over inter-node transport communication. So how do snapshots work when we already have the data present on Amazon S3? Summary OpenSearch is an open source, community-driven software.

Optimization 115

Optimization Snapshot Metadata Cost-Benefit 115

IBM Big Data Hub

JULY 6, 2022

Data governance & privacy is helped by having more reliable data with constant management instead of a snapshot approach. provides data observability for dynamic and static pipelines; and Watson Studio provides model observability for reliable, trusted AI across its lifecycle. Looking toward the future .

Metadata 56

Metadata Data Quality Snapshot Cost-Benefit 56

CIO Business Intelligence

MAY 16, 2022

“The nature of the old centralized data center basically imputed a round trip tax that stopped certain things from being possible at the edge.”. Getting edge-to-cloud data strategy right.

IoT 98

IoT Data Warehouse Internet of Things Machine Learning 98