Best Data Mining Software of 2024

Open source machine learning and data visualization. With a wide range of tools, you can create data analysis workflows visually. Simple data analysis can be done with data visualization. Explore statistical distributions, box and scatter plots. Or dive deeper with decision trees and hierarchical clustering, heatmaps and MDS. Smart attribute ranking and selections can make multidimensional data more sensible in 2D. Interactive data exploration allows for qualitative analysis in a quick and efficient manner. The graphic user interface allows you focus on exploratory data analysis and not coding. Smart defaults make prototyping a data analysis workflow very easy. Connect widgets to the canvas, place them on the screen, and then load your data. We like to show data mining rather than just explain it. Orange excels at this.

Gartner's Magic Quadrant includes Centralpoint as a Digital Experience Platform. It is used by more than 350 clients around the world, and it goes beyond Enterprise Content Management. It securely authenticates (AD/SAML/OpenID, oAuth), all users for self-service interaction. Centralpoint automatically aggregates information from different sources and applies rich metadata against your rules to produce true Knowledge Management. This allows you to search for and relate disparate data sets from anywhere. Centralpoint's Module Gallery is the most robust and can be installed either on-premise or in the cloud. Check out our solutions for Automating Metadata and Automating Retention Policy Management. We also offer solutions to simplify the mashup of disparate data to benefit from AI (Artificial Intelligence). Centralpoint is often used to provide easy migration tools and an intelligent alternative to Sharepoint. It can be used to secure portal solutions for public sites, intranets, members, or extranets.

BrandsEye assists organizations in increasing revenue, optimizing expenditures, and reducing risk by understanding their customers' experience. Combining crowd-sourcing and artificial intelligence, we can transform unstructured customer feedback into actionable intelligence with unprecedented accuracy. BrandsEye's Crowd, made up of human contributors, can identify the issues that are driving customer sentiment. This allows for strategic and operational actions.

Upsolver makes it easy to create a governed data lake, manage, integrate, and prepare streaming data for analysis. Only use auto-generated schema on-read SQL to create pipelines. A visual IDE that makes it easy to build pipelines. Add Upserts to data lake tables. Mix streaming and large-scale batch data. Automated schema evolution and reprocessing of previous state. Automated orchestration of pipelines (no Dags). Fully-managed execution at scale Strong consistency guarantee over object storage Nearly zero maintenance overhead for analytics-ready information. Integral hygiene for data lake tables, including columnar formats, partitioning and compaction, as well as vacuuming. Low cost, 100,000 events per second (billions every day) Continuous lock-free compaction to eliminate the "small file" problem. Parquet-based tables are ideal for quick queries.

Traditional cold calling is dead. Leadfwd provides a complete company profile for each lead so you can never make another cold call. Leadfwd's comprehensive data will save you hours of tedious research and allow you to engage with your leads directly. You'll not only learn who is visiting your site but you'll also have a variety of ways to reach your leads. This includes phone numbers, email addresses, LinkedIn profiles, Twitter accounts, email addresses, company data, and even office phone numbers. Knowing which companies are visiting your site and who they are contacting is key to implementing a high-converting ABM strategy. Leadfwd tracks your site traffic to give you a complete overview about your lead generation strategy. You will know which campaigns convert the best, who is providing the most traffic, and how well your marketing strategy is performing.

To build smart applications and systems, integrate the award-winning Semantic AI platform. PoolParty automates metadata creation and makes information easily accessible for sharing, analysis, and use. PoolParty connects structured and unstructured data and connects data scattered across multiple databases. Get the latest generation of graph-based data analytics and content analytics using state-of-the art machine learning techniques. Your data can be used to your advantage. PoolParty improves the quality of your data. This leads to more accurate results from AI applications and better decision-making. Learn why the world's largest companies use Knowledge Graphs and why yours should too. Engage with experts, partners, customers, and their presentations to unlock the full potential for semantic technologies and 360-degree perspectives. Over 180 enterprise-level clients have benefited from our expertise in information management.

Coheris Spad by ChapsVision offers a self-service data analysis service for Data Scientists of all industries and sectors. Coheris Spad is taught at many top French and foreign universities. This gives it a great reputation within the Data Scientists community. Coheris Spad from ChapsVision gives you a wealth of methodological knowledge that covers a wide range of data analysis. You have all the power to discover, prepare, and analyze your data in a user-friendly, intuitive environment.

You can build, run, and manage AI models and optimize decisions across any cloud. IBM Watson Studio allows you to deploy AI anywhere with IBM Cloud Pak®, the IBM data and AI platform. Open, flexible, multicloud architecture allows you to unite teams, simplify the AI lifecycle management, and accelerate time-to-value. ModelOps pipelines automate the AI lifecycle. AutoAI accelerates data science development. AutoAI allows you to create and programmatically build models. One-click integration allows you to deploy and run models. Promoting AI governance through fair and explicable AI. Optimizing decisions can improve business results. Open source frameworks such as PyTorch and TensorFlow can be used, as well as scikit-learn. You can combine the development tools, including popular IDEs and Jupyter notebooks. JupterLab and CLIs. This includes languages like Python, R, and Scala. IBM Watson Studio automates the management of the AI lifecycle to help you build and scale AI with trust.

KEEL (Knowledge Extraction Based on Evolutionary Learning), is a Java open-source (GPLv3) Java software that can be used to perform a variety of knowledge data discovery tasks. KEEL is a simple GUI that uses data flow to design experiments using different datasets and computational algorithms (paying particular attention to evolutionary algorithms). This allows you to evaluate the behavior of the algorithms. It includes a variety of knowledge extraction algorithms, preprocessing methods (training set selection, feature choice, discretization, and imputation methods to missing values among others), computational intelligence-based learning algorithms, hybrid models, statistical methods for contrasting experiments, and so forth. It allows you to compare new proposals for computational intelligence with existing ones. KEEL was designed with two goals: education and research.

Oracle Data Miner allows data scientists, "citizen scientists", and business and data analysts access to data within the database via a graphical "drag-and-drop" workflow editor. Oracle Data Miner (ODMr) is an extension to Oracle SQL Developer. It captures and documents the steps users take when exploring data and creating machine learning methods. ODMr workflows can be used to re-execute analytical methods and share insights with other team members. ODMr generates SQL scripts and PL/SQL scripts. It also offers a workflow API that allows for faster model deployment across the enterprise. Reduce data movement, increase big data scalability and security, and speed up model development to model deployment.

The Salford Predictive Modeler® (SPM), software suite, is highly accurate and extremely fast for developing predictive, descriptive, or analytical models. Salford Predictive Modeler®, which includes the CART®, TreeNet®, Random Forests® engines, and powerful new automation capabilities and modeling capabilities that are not available elsewhere, is a software suite that includes the MARS®, CART®, TreeNet[r], and TreeNet®. The SPM software suite's data mining technologies span classification, regression, survival analysis, missing value analysis, data binning and clustering/segmentation. SPM algorithms are essential in advanced data science circles. Automation of model building is made easier by the SPM software suite. It automates significant portions of the model exploration, refinement, and refinement process for analysts. We combine all results from different modeling strategies into one package for easy review.

Forrester research shows that between 60% and 73% (or more) of enterprise data is not used for analytics. Find out how DataStories can help you maximize the value of your data. DataStories made machine learning easy for business people by making advanced machine learning understandable. DataStories Platform offers A.I. DataStories Platform is an A.I. tool that explains in an intuitive way and takes less than 30 minutes how to predict, understand and guide your business targets based upon the context and business data. DataStories aims to empower everyone to make data-driven decisions. Business experts are often left behind by complex tools and lack of access to analytics. We offer a self service analytics platform. Now you can run analytics on your own and share the results as explainable and interactive data stories. These can also be exported into PowerPoint.

uCrawler, an AI-based cloud news scraping service, is called uCrawler. You can add the latest news to your website, app or blog via API, ElasticSearch or MySQL export. You can also use our news website template if you don't own a website. With uCrawler CMS, you can create a news website in just one day! You can create custom newsfeeds that are filtered by keywords to monitor and analyze news. Data scraping. Data extraction.

Intelligently linking relevant parameters allows you to have a one-to-one conversation. Every digital interaction, regardless of whether a customer visits your website, browses the app, or makes a purchase: Data is created. Caymland M4 creates GDPR-compliant data for every interaction. Business logic can identify anonymous data in real-time and enrich it with Smart Data. Data is processed continuously using both manual and automated analysis functions and fed directly into automated processes. The integrated semantic engine determines the target context and ranks contacts according a set of criteria. Caymland M4 allows communication to be meaningful and personalized. Caymland M4 integrates automation and control to orchestrate all communication channels and integrate the entire system landscape.

Scaled self-service analytics. Scuba makes it easy to access your data and start mining it for insights, regardless of whether you are a product manager, a head of a business unit or a chief experience officer. Interana allows you to interactively examine your data in real time to see not only what is happening in your company, but also why. Scuba is always available so you don't have to wait for your data. You have access to all of your data at all times, so you can answer any questions you may have. Scuba is designed for everyday business users. You don't need to know SQL or code.

EntelliFusion by Teksouth is a fully managed, end to end solution. EntelliFusion's architecture is a one-stop solution for outfitting a company's data infrastructure. Instead of trying to put together multiple platforms for data prep, data warehouse and governance, and then deploying a lot of IT resources to make it all work, EntelliFusion's architecture offers a single platform. EntelliFusion unites data silos into a single platform that allows for cross-functional KPI's. This creates powerful insights and holistic solutions. EntelliFusion's "military born" technology has been able to withstand the rigorous demands of the USA's top echelon in military operations. It was scaled up across the DOD over twenty years. EntelliFusion is built using the most recent Microsoft technologies and frameworks, which allows it to continue being improved and innovated. EntelliFusion is data-agnostic and infinitely scalable. It guarantees accuracy and performance to encourage end-user tool adoption.

Automating the human factor. DeepSee empowers knowledge workers using AI techniques to transform data into powerful business assets. Real problems solved by real people. Knowledge is power. It is crucial to equip subject-matter experts to sort through the noise and make informed decisions. DeepSee developed the Knowledge Process Automation platform (KPA) to mine unstructured data and operationalize AI-powered insights. This allows enterprises to automate their results into real-time actions. We are putting deep knowledge back into the hands of humans and using the power of AI. Strong performance is not just about tracking KPIs. It's about driving strong performance across all business sectors. Competitive advantage today is about understanding trends, forecasts, and outliers. The DeepSee platform extracts, processes and transforms untapped data to provide key competitive insights in real-time -- eliminating the complexities between analysis, action, and analysis.

We make all your data actionable. AutoAlert's behavior-predicting platform helps customers identify those who can upgrade. AlertMiner combines thousands of customer metrics into one snapshot to provide a clear path to engagement. Predictive analytics score identifies your top opportunities. The easy-to-read alerts will tell you why. Dynamic phone scripts make it easy to make phone calls. AutoAlert is the first automotive industry CXM (Customer experience Management) Platform. It is also "Building for the Future", as a leader in automotive intelligence software. AlertMiner shows you which customers are most likely to buy today and at what profit to car dealerships. AutoAlert is easy to use for every department. It unites teams around data to increase sales, service opportunities, and provide seamless customer experiences. AutoAlert is a leader in the field of data-mining software solutions that strengthen customer loyalty and build customer relationships.

It was never easier or more convenient to copy data from your source object into your target object, and then automatically define default values for your target objects. PostObject Pro empowers users to create a new object record from the source object and automatically copies all the values from the source object to target object as per specified mapping without need for custom code or automation from Administrators/Developers. PostObject Pro allows users to create a new record from the source object. It copies all values from the source to the target object according to the specified mapping and does not require any custom code or automation by Administrators. Define field mappings between objects. The mapping will auto-populate the values of the source object to the target object when creating the target record. Define mappings for new objects and new field on the move. To save time, auto-match fields based upon Field Type, Name, and API Name.

Invenis is a data mining and analysis platform. You can easily clean, aggregate, and analyze your data. Then scale up to improve your decision-making. Data enrichment, cleansing, harmonization, and preparation of data are all possible. Prediction, segmentation, recommendation. Invenis connects with all your data sources, MySQL and Oracle, Postgres SQL (Hadoop), HDFS (Hadoop), HDFS (Hadoop), HDFS (Hadoop), HDFS, HDFS, HDFS) and allows you to analyze all files, CSV, JSON etc. You can make predictions on all your data without having to code or need for a team. Based on your data and use cases, the best algorithms are automatically selected. Automate repetitive tasks and your recurring analysis. You can save time and fully utilize your data's potential! You can work together with other analysts in your team as well as with all other teams. This makes decision-making easier and information is easily shared with all levels of the company.

Automation, machine learning and data mining are all key components of design thinking. These are not things companies do anymore, they are how they do what they do. Vector is a digital delivery platform that accelerates digital transformation and propels innovation. It ensures that all your activities are digitally enabled. You don't need to be focused on "going digital", you can focus on being digital. The days of a standalone digital project are gone. Digital powers almost every company move. Analytics informs every high-stakes decision. Companies that are able to identify emerging technologies early will have a significant advantage. Vector brings together all of these capabilities, allowing us to integrate a variety of digital capabilities into every project we work on. Bain has experts in digital marketing, smart automation, prototyping and enterprise technology. This allows us to adopt a digital-first approach for every engagement.

eccenca Corporate Memory is a multi-disciplinary integrative platform that allows you to manage rules, constraints and capabilities in one application. Its semantic knowledge graph overcomes the limitations of traditional, application-centric (meta), data management models. It is highly extensible, integrative, and interpretable by both machines and business users. The enterprise knowledge graph platform restores global data transparency for enterprises and line-of-business ownership in complex and dynamic data environments. It allows you to drive agility and autonomy without disrupting existing IT infrastructures. Corporate Memory links data from all sources into a single knowledge graph. To explore your global data landscape, you can use user-friendly SPARQL or JSON-LD frames. HTTP identifiers, metadata and data management are the key components of the enterprise knowledge graph platform.

Sentient's data mining software product, DataDetective, is DataDetective. DataDetective allows organizations to perform deep analyses on all their data. This helps them become more efficient. Advanced analysis technologies make it easy to find patterns, relationships, and trends. This provides more insight and allows users to make better forecasts. DataDetective's most important functions include: clustering, finding relationships and profiling, profile, network analysis, fuzzy match, creating graphs, creating map, defining selections, and creating cross tables. DataDetective is easy to use and quick. This allows organizations to start using data mining technology quickly and with minimal effort. The software eliminates the need to hire a data mining specialist or statistician. Data mining can be used during meetings to avoid costly delays in decision-making. High quality forecasts and analyses ensure a high return on investment.

Over the past 20 years, many organizations have developed SAS-language programs that are essential to their operations. Altair SLC can run programs written in SAS syntax without translation or needing third-party licenses. Altair SLC's ability to handle high throughput reduces capital costs and operating expenditures for users. Altair SLC has a built-in SAS compiler that runs SAS and SQL code. It also uses Python and R compilers for Python and R code. It can also exchange SAS datasets, Pandas and R data frames. The software runs on IBM mainframes and in the cloud as well as on servers and workstations that run a variety operating systems. It supports remote job submission as well as the ability to exchange information between mainframe, cloud and on-premises installations.

The enterprise AI suite for process automation, knowledge discovery and knowledge discovery. Expert.ai enables business and process analysts to design, develop and implement solutions that harness the power of Natural Language Understanding within the enterprise. Our intuitive and simple-to-use development environment makes it easy and faster to apply NLU and ML capabilities to maximize business value in a variety of use cases.