Smarten

JUNE 8, 2022

Predictive analytics uses data integrated from appropriate data sources, and augmented analytics allows the business to anticipate production demands, plan for new locations and markets and predict targeted customer buying behavior and changes in product demand across multiple market segments.

Predictive Analytics 52

Predictive Analytics Predictive Modeling Forecasting Optimization 52

AWS Big Data

NOVEMBER 10, 2023

As a result of utilizing the Amazon Redshift integration for Apache Spark, developer productivity increased by a factor of 10, feature generation pipelines were streamlined, and data duplication reduced to zero. Feature records are enriched with facts and dimensions stored in Amazon Redshift.

Data Processing 91

Data Processing Data Lake Data Warehouse Optimization 91

DataKitchen

JUNE 19, 2023

This pillar underscores the need for robust testing and evaluation processes throughout the ‘last mile’ of the Data Journey. The above image shows an example custom ‘data in use’ test of a predictive model and API. The value here is improved end-user experienc e.

Testing 130

Testing Cost-Benefit Metrics Data Quality 130

FineReport

APRIL 21, 2024

Unpacking the Essentials of SaaS BI Tools In the realm of SaaS BI tools , the comprehensive set of features and functionalities offered by these cloud-based solutions enables businesses to harness the full potential of their data.

Business Intelligence 52

Business Intelligence Visualization Dashboards Data-driven 52

CIO Business Intelligence

JUNE 7, 2022

Data analytics vs. business analytics. Business analytics is another subset of data analytics. Business analytics uses data analytics techniques, including data mining, statistical analysis, and predictive modeling, to drive better business decisions.

Data Analytics 127

Data Analytics Diagnostic Analytics Management Analytics 127

Birst BI

OCTOBER 30, 2018

The credit scores generated by the predictive model are then used to approve or deny credit cards or loans to customers. A well-designed credit scoring algorithm will properly predict both the low- and high-risk customers. Integrate the data sources of the various behavioral attributes into a functional data model.

Predictive Analytics 73

Predictive Analytics Descriptive Analytics Analytics Metrics 73

Smarten

APRIL 2, 2019

The augmented analytics advantages far outweigh the considerations for time and cost of implementation and the right advanced analytics tool will provide timely, cost-effective implementation and data integration to get the organization up and running quickly and efficiently.

Analytics 40

Analytics Predictive Modeling Visualization Cost-Benefit 40

Cloudera

JULY 18, 2018

For those asking big questions, in the case of healthcare, an incredible amount of insight remains hidden away in troves of clinical notes, EHR data, medical images, and omics data. To arrive at quality data, organizations are spending significant levels of effort on data integration, visualization, and deployment activities.

Machine Learning 50

Machine Learning Predictive Analytics Analytics Prescriptive Analytics 50

FineReport

APRIL 9, 2024

In addition to security concerns, achieving seamless healthcare data integration and interoperability presents its own set of challenges. The fragmented nature of healthcare systems often results in disparate data sources that hinder efficient decision-making processes.

Digital Transformation 52

Digital Transformation Business Intelligence Data-driven Visualization 52

DataKitchen

SEPTEMBER 21, 2023

There are multiple locations where problems can happen in a data and analytic system. What is Data in Use? Data in Use pertains explicitly to how data is actively employed in business intelligence tools, predictive models, visualization platforms, and even during export or reverse ETL processes.

Testing 169

Testing Data Quality Predictive Modeling Metrics 169

O'Reilly on Data

DECEMBER 12, 2019

If a model is going to be used on all kinds of people, it’s best to ensure the training data has a representative distribution of all kinds of people as well. Interpretable ML models and explainable ML. The debugging techniques we propose should work on almost any kind of ML-based predictive model.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

Smarten

APRIL 19, 2024

Assisted Predictive Modeling and Auto Insights to create predictive models using self-guiding UI wizard and auto-recommendations The Future of AI in Analytics The C=suite executive survey revealed that 93% felt that data strategy is critical to getting value from generative AI, but a full 57% had made no changes to their data.

Analytics 57

Analytics Predictive Modeling KPI Machine Learning 57

O'Reilly on Data

MARCH 20, 2019

The objective here is to brainstorm on potential security vulnerabilities and defenses in the context of popular, traditional predictive modeling systems, such as linear and tree-based models trained on static data sets. Applying data integrity constraints on live, incoming data streams could have the same benefits.

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

CIO Business Intelligence

MAY 10, 2022

By applying machine learning to the data, you can better predict customer behavior. Gartner has identified four main types of CDPs: marketing cloud CDPs, CDP engines and toolkits, marketing data-integration CDPs, and CDP smart hubs. Treasure Data CDP. Types of CDPs. billion in November 2020.

Advertising 104

Advertising Interactive Marketing Data Integration 104

FineReport

MAY 13, 2020

It provides data scientists and BI executives with data mining, machine learning, and data visualization capabilities to build effective data pipelines. . It also can be used to create a predictive model for various business domains and kinds of models, such as classification, regression, and clustering. .

OLAP 105

OLAP KPI Data mining Business Intelligence 105

Cloudera

SEPTEMBER 7, 2023

Perhaps the biggest challenge of all is that AI solutions—with their complex, opaque models, and their appetite for large, diverse, high-quality datasets—tend to complicate the oversight, management, and assurance processes integral to data management and governance.

Insurance 79

Insurance Risk Data-driven Finance 79

AWS Big Data

JANUARY 25, 2023

An AWS Glue crawler populates the AWS Glue Data Catalog with the data schema definitions (in a landing folder). AWS Glue is a serverless data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources for analytics, ML, and application development.

Visualization 74

Visualization Interactive Modeling Machine Learning 74

Cloudera

NOVEMBER 2, 2020

alert when threshold exceeded over a rolling window of statistics on the data, score the event data against a predictive model to decide which action to take next). Data Hub – Streams Messaging Template. Data Hub – . Data integration, distribution, and routing engine.

Data Warehouse 91

Data Warehouse Optimization Dashboards Interactive 91

Cloudera

SEPTEMBER 5, 2018

In a general sense, AML processing funnels data through four phases: data integration, Know Your Customer (KYC), transaction monitoring, and investigation and disclosure. Data Integration. More data sets for longer historical time periods usually means better predictive models. Link analysis.

Machine Learning 40

Machine Learning Risk Cost-Benefit Big Data 40

DataRobot

JANUARY 20, 2022

The UK’s National Health Service (NHS) will be legally organized into Integrated Care Systems from April 1, 2022, and this convergence sets a mandate for an acceleration of data integration, intelligence creation, and forecasting across regions. Grasping the digital opportunity.

Data-driven 145

Data-driven Experimentation Modeling Predictive Modeling 145

Smarten

JANUARY 24, 2019

Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distribute data across the enterprise and use that data to predict, plan and achieve revenue goals.

Machine Learning 40

Machine Learning Predictive Modeling Predictive Analytics Forecasting 40

Smarten

MARCH 19, 2019

With the right solution, business users can leverage features like Self-Serve Data Preparation , Smart Data Visualization and Assisted Predictive Modeling to produce reports, share data and make decisions using data integrated from multiple sources in an environment that allows for auto-suggestions and recommendations.

ROI 40

ROI Analytics Cost-Benefit Predictive Modeling 40

Smarten

AUGUST 22, 2023

As a team member, you will likely ask all the questions noted above, as well as a few of your own and, while change can be difficult for some, it is important to understand that the Citizen Data Scientist role can be quite beneficial to you as a business user, an employee, and a staff member.

Enterprise 52

Enterprise Predictive Analytics Consulting Strategy 52

datapine

NOVEMBER 27, 2019

The development of business intelligence to analyze and extract value from the countless sources of data that we gather at a high scale, brought alongside a bunch of errors and low-quality reports: the disparity of data sources and data types added some more complexity to the data integration process.

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

FineReport

MARCH 31, 2024

Furthermore, these tools boast customization options, allowing users to tailor data sources to address areas critical to their business success, thereby generating actionable insights and customizable reports. Best BI Tools for Data Analysts 3.1

Dashboards 52

Dashboards Visualization Data mining Data-driven 52

Jet Global

MAY 9, 2024

Machine Learning Pipelines : These pipelines support the entire lifecycle of a machine learning model, including data ingestion , data preprocessing, model training, evaluation, and deployment. API Data Pipelines : These pipelines retrieve data from various APIs and load it into a database or application for further use.

Data Lake 52

Data Lake Data Warehouse Business Intelligence Machine Learning 52

Jet Global

MAY 1, 2023

Predictive analytics use a combination of data sets from multiple sources to find relationships and correlations.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52