Smart Data Collective

JULY 24, 2023

Potential developments may include more sophisticated predictive models, greater automation, and increasingly personalized vendor interactions based on data-driven insights. As technology advances, we can expect VMS to become even more intelligent and efficient.

Management 87

Management Cost-Benefit Data-driven Predictive Analytics 87

CIO Business Intelligence

OCTOBER 5, 2023

CBRE has also used AI to optimize portfolios for several clients, and recently launched a self-service generative AI product that enables employees to interact with CBRE and external data in a conversational manner. For AI, the high-value quadrant is where you’ll find most predictive modeling.

Experimentation 130

Experimentation Strategy Machine Learning Interactive 130

Smarten

JUNE 10, 2022

Social BI Tools that allow for sharing of data, alerts, dashboards and interactivity to support decisions, enable online communication and collaboration. Predictive Modeling to support business needs, forecast, and test theories. Assisted Predictive Modeling. Key Performance Indicators (KPIs). Cross-Tab Reporting.

Slice and Dice 52

Slice and Dice Analytics Key Performance Indicator Business Intelligence 52

IBM Big Data Hub

MAY 1, 2023

The early versions of AI were capable of predictive modelling (e.g., The four categories of predictive modelling, robotics, speech and image recognition are collectively known as algorithm-based AI or Discriminative AI. It offers customers and the insurer’s system to interact in a human-like manner.

Insurance 83

Insurance Predictive Modeling Cost-Benefit Statistics 83

CIO Business Intelligence

OCTOBER 4, 2022

They identified two architectural elements for processing and delivering data: the “data platform,” which covers the sourcing, ingestion, and storage of data sets, and the “machine learning (ML) system,” which trains and productizes predictive models using input data. Putting data in the hands of the people that need it.

Machine Learning 118

Machine Learning Data Architecture Uncertainty Data-driven 118

Ontotext

MAY 31, 2023

To support drug discovery, Ontotext has recently developed a method for gene-disease link prediction, which can help focus research efforts where it would matter most and speed up the drug development process. The link prediction models are based on the so-called Knowledge Graph Embeddings, which relying on knowledge graph technology.

Experimentation 52

Experimentation Cost-Benefit Predictive Modeling Risk 52

Cloudera

MARCH 21, 2022

There are well-known barriers that slow down predictive modeling or application development. The Impala connection object has different methods to interact with the CDW Impala Virtual Warehouse. This makes data science one of the most exciting fields to be in. import cml.data_v1 as cmldata.

Machine Learning 83

Machine Learning Predictive Modeling Data Science Testing 83

CIO Business Intelligence

OCTOBER 13, 2023

Responsibilities include building predictive modeling solutions that address both client and business needs, implementing analytical models alongside other relevant teams, and helping the organization make the transition from traditional software to AI infused software.

Deep Learning 143

Deep Learning Machine Learning Modeling Software 143

Juice Analytics

MARCH 11, 2021

Predictive models to take descriptive data and attempt to tell the future. She crafts the interface and interactions to make the data intuitive. Front-end Application Developer The Front-end Application Developer's role is all about building interface elements, interactions, and data visualizations. Just kidding!

Predictive Modeling 128

Predictive Modeling Visualization Reporting Interactive 128

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. They emphasized the importance of utilizing decentralized and modular PySpark data pipelines for creating predictive model features.

Data Processing 89

Data Processing Data Lake Data Warehouse Optimization 89

CIO Business Intelligence

MARCH 22, 2022

It emulates and predicts extreme weather events such as hurricanes or atmospheric rivers like those that brought flooding to the Pacific Northwest and to Sydney, Australia, in early March. Nvidia claims it can do so up to 45,000 times faster than traditional numerical prediction models. Accelerated learning.

Modeling 144

Modeling Machine Learning Forecasting Optimization 144

FineReport

MAY 29, 2020

BI Reports can vary in their interactivity. Static reports cannot be changed by the end-users, while interactive reports allow you to navigate the report through various hierarchies and visualization elements. Interactive reports support drilling down or drilling through multiple data levels at the click of a mouse.

Reporting 94

Reporting OLAP Visualization Software 94

CIO Business Intelligence

APRIL 22, 2022

RapidMiner: This data science platform is geared to support teams, with support for data prep, machine learning, and predictive model deployment. Matplotlib: This open source plotting library for Python offers tools for creating static, animated, and interactive visualizations.

Data Science 140

Data Science Statistics Machine Learning Visualization 140

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. Analyzing Customer Churn.

Predictive Analytics 52

Predictive Analytics Predictive Modeling Forecasting Optimization 52

DataRobot

MARCH 2, 2021

Every day, millions of people interact with AI systems, often without knowing it. With DataRobot, you can build dozens of predictive models with the push of a button and easily deploy them. Monitoring deployed models is easy because we provide features to check on service health, data drift, and accuracy.

Predictive Modeling 98

Predictive Modeling Risk Consulting Dashboards 98

Business Over Broadway

SEPTEMBER 27, 2018

Figure 1 includes a good illustration of different data sets and how they fall along these two size-related dimensions (For the interested reader, check out the figure in an interactive graphic ). Machine Learning and Predictive Modeling of Customer Churn. segmentation on steroids).

Machine Learning 76

Machine Learning Data Integration Marketing Predictive Modeling 76

DataRobot

APRIL 27, 2021

With these technologies, business users can easily build, deploy, and manage software robots that emulate humans actions interacting with digital systems and software. DataRobot delivers powerful AI and automated machine learning to accelerate the model development, deployment , and monitoring of models at scale.

Machine Learning 98

Machine Learning Cost-Benefit Predictive Modeling Software 98

FineReport

APRIL 21, 2024

With its drag-and-drop interface for creating interactive dashboards and reports, Looker empowers businesses to make informed decisions based on real-time insights. Tableau’s AI tool, Einstein, can analyze data faster, plucking out useful insights while creating high-quality predictive models.

Business Intelligence 52

Business Intelligence Visualization Dashboards Data-driven 52

The Data Visualisation Catalogue

APRIL 4, 2019

I’ve implemented DataView in my own work and find it an excellent way to organize investment information, do data discovery and create predictive models. Application #2: Creating and visualizing multi-variable relationships, which is particularly useful in creating predictive models. Is momentum important? And so on.

Dashboards 74

Dashboards Predictive Modeling Visualization Modeling 74

O'Reilly on Data

MARCH 23, 2021

Content creators and content consumers are connected, share information, and develop mental models of the world, along with shared or distinct realities, based on the information they consume. Online spaces are novel forms of community: people who haven’t met and may never meet in real life interacting in cyberspace.

Internet Publishing and Broadcasting 317

Internet Publishing and Broadcasting Broadcasting Data-driven Interactive 317

bridgei2i

DECEMBER 15, 2021

With significant adoption among industries as well as personal lives, AI is impacting enterprise transformation at scale, whilst changing the way humans interact with machines. Anticipating Demand through Predictive Modelling on OTT. Artificial Intelligence (AI) has reached a state of pervasiveness in everyday life.

Recreation/Entertainment 52

Recreation/Entertainment Metadata Advertising Predictive Modeling 52

Smarten

JANUARY 31, 2019

Today’s Advanced Analytics Tools allow business users to leverage features like self-serve data preparation, smart data visualization and assisted predictive modeling.

Business Intelligence 40

Business Intelligence Analytics Predictive Modeling Forecasting 40

Smarten

APRIL 2, 2019

Smart Data Visualization allows users to view and analyze data to identify a problem and clarify a root cause and to interact easily with data discovery tools and analytics software to build a view that will tell a story using guided visualization and recommended data presentation so there is no need for assistance or delays.

Analytics 40

Analytics Predictive Modeling Visualization Cost-Benefit 40

IBM Big Data Hub

OCTOBER 16, 2023

Foundation models can use language, vision and more to affect the real world. They are used in everything from robotics to tools that reason and interact with humans. GPT-3, OpenAI’s language prediction model that can process and generate human-like text, is an example of a foundation model.

Risk 77

Risk Modeling Management Metadata 77

O'Reilly on Data

JUNE 18, 2019

For example, a complex sophisticated model for finding duplicates or matching schema is the least of our worries if we cannot even enumerate all possible pairs that need to be checked. An important paradigm for solving both these problems is the concept of data programming.

Machine Learning 259

Machine Learning Data Quality Statistics Modeling 259

AWS Big Data

MARCH 7, 2023

It includes business intelligence (BI) users, canned and interactive reports, dashboards, data science workloads, Internet of Things (IoT), web apps, and third-party data consumers. It enables you to create interactive dashboards, visualizations, and advanced analytics with ML insights.

Analytics 68

Analytics Data Warehouse Data Lake Metadata 68

Cloudera

JULY 18, 2018

We recently announced the availability of MetiStream Ember on top of Cloudera, which offers an end-to-end interactive analytics platform specifically for the healthcare and life sciences industries. Actionable healthcare analytics that allows organizations to conduct real-time “what if scenarios” against predictive models.

Machine Learning 52

Machine Learning Predictive Analytics Analytics Prescriptive Analytics 52

Domino Data Lab

JULY 28, 2021

There are many software packages that allow anyone to build a predictive model, but without expertise in math and statistics, a practitioner runs the risk of creating a faulty, unethical, and even possibly illegal data science application. All models are not made equal. Computer Science Skills.

Data Science 110

Data Science Statistics Recreation/Entertainment Predictive Analytics 110

Sisense

JANUARY 26, 2020

From there, the team could ask new questions of that dataset to understand the way customers were interacting with their products and ultimately build a better warranty policy for products before they were even released. They use predictive models to forecast revenues based on spending.

Predictive Analytics 78

Predictive Analytics Manufacturing Analytics Forecasting 78

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

Domino Data Lab

OCTOBER 7, 2020

The accuracy of any predictive model approaches 100%. Property 4: The accuracy of any predictive model approaches 100%. This means models can always be found that predict group characteristic with high accuracy. There should be no model to accurately predict even and odd rows with random data.

Statistics 145

Statistics Testing Predictive Modeling Modeling 145

IBM Big Data Hub

AUGUST 14, 2023

This AI-powered approach can remediate both known and unknown endpoint threats with easy-to-use intelligent automation that requires little-to-no human interaction. With ML analytics models, your organization can gain additional insight into user behavior with predictive modeling and baselines of what is normal for a user.

Cost-Benefit 60

Cost-Benefit Machine Learning Consulting Data mining 60

datapine

AUGUST 14, 2019

Computational mathematics is in the heart of this language, typically used in algorithm development, modeling and simulation, scientific and engineering graphics, data analysis, and exploration. It offers many statistics and machine learning functionalities such as predictive models for future forecasting. Let’s get started.

Data Science 214

Data Science Statistics Business Intelligence Visualization 214

DMBS2

DECEMBER 12, 2017

Predictive modeling is a huge deal in customer-relationship apps. Voice interaction is already revolutionary in certain niches (e.g. Machine learning and AI have little relevance to most traditional transactional apps. The most advanced organizations developing and using those rely on machine learning.

Machine Learning 50

Machine Learning Predictive Modeling Deep Learning Modeling 50

CIO Business Intelligence

APRIL 25, 2022

Data Science Dojo is one of the shortest programs on this list, but in just five days, Data Science Dojo promises to train attendees on machine learning and predictive models as a service, and each student will complete a full IoT project and have the chance to enter a Kaggle competition. Data Science Dojo.

Data Science 145

Data Science Machine Learning Deep Learning Statistics 145

FineReport

APRIL 9, 2024

The integration of clinical data analysis tools empowers healthcare providers to leverage predictive analytics for proactive decision-making. Through the utilization of predictive models, clinicians can forecast patient outcomes and resource needs, enabling early intervention and personalized care delivery.

Digital Transformation 52

Digital Transformation Business Intelligence Data-driven Visualization 52

Smarten

DECEMBER 3, 2023

You will gain a much better understanding of how people work today, and you can anticipate the questions and issues, and even identify the numerous opportunities inherent in the prospective interaction of these communities with the analytics solution and its potential.

Analytics 40

Analytics Data Warehouse Metrics Interactive 40