Machine Learning and DeweyDecimal Classification

September 22, 2019 | 99 views

AI is not a new technology and certainly not a new way of problem solving. Machine learning models have improved much in the last five years The concept of manual knowledge modelling in AI systems is almost gone Instead, we have introduced the data science concept into machine learning and AI; we let the system build its own knowledge model although carefully selecting the «learning material». AI methods gets widely available through open frameworks such as Tensorflow,Pytorch, gensim etc.

Spotlight

Infosys Public Services

Infosys Public Services, a U.S. based subsidiary of Infosys (NYSE: INFY), is a leader in business consulting, technology solutions, and next-generation services. We partner with public sector organizations to help them stay ahead of the innovation curve. Our solutions, combined with execution excellence and proven best practices allow clients to renew themselves while also creating new avenues to generate value. Visit www.infosyspublicservices.com to learn more.

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SOFTWARE

Top 10 Low-Code App Development Platforms for Fast Custom App Creation

Article | July 14, 2022

Explore the top low-code platforms that enable fast and cost-effective app development with a strategic approach by creating and achieving MVPs and understanding the KPIs of a good platform. Contents 1 Low-Code Development Essentials: Creating and Deploying Effective MVPs 2 KPIs of a Good Low Code Development Platform 3 Top 10 Low-Code App Development Platforms 3.1 AIRKIT 3.2 BETTY BLOCKS 3.3 CREATIO 3.4 DECISIONS 3.5 INTERFACING 3.6 KISSFLOW 3.7 SKUID 3.8 TRACKVIA, INC. 3.9 ULTIMUS 3.10 XENOSS 4 Strategic Low-Code Development: Trend Forecast Analysis Low-code platforms have transformed software development, enabling fast and cost-effective app development. This article covers vital components like creating effective minimum viable products, execution strategies, and key performance indicators to look for in a good low code platform for mobile app development. The article also lists the top 10 platforms, like Airkit, Betty Blocks, and Creatio, which offer innovative solutions to reduce time-to-market and produce exceptional results. 1. Low-Code Development Essentials: Creating and Deploying Effective MVPs Creating a software product or app from scratch doesn't have to be long and tiresome when it can be fast and fun with the help of low-code application development platforms. Before you start building your app around the no code framework, you need to create a minimum viable product (MVP) that can thrive on its own in the market. Defining the attributes of your app to meet your value proposition is essential. Having a plan of execution alongside the best lowcode development tools leads to the success of your software development projects. Effective execution strategies and product development strategies are far more critical to the success of your product than the development process itself. Thanks to low-code platforms, developing and deploying the desired features in your app is faster and easier than ever before. Cutting down on the development time leaves you more time to think strategically about product design, marketing, and perhaps sales. 2. KPIs of a Good Low Code Development Platform Low-code platforms for mobile app development allow organizations to deliver new user experiences faster. While evaluating different low-code application development platforms that meet your business needs, we highly recommend these factors, KPIs, and features to look for: Drag-and-drop interface: Enables non-technical users to create apps, reducing IT burden. It boosts productivity and lowers development time and costs. Develop once and deploy anywhere: Low code mobile app development platforms create apps for multiple platforms (cross platforms) without extra coding. It cuts down on IT workload and speeds up time-to-market. Seamless integration with enterprise systems: Simplifies the integration of enterprise systems with low code app development platforms, trims development time and costs, and enhances system efficiency. Intelligent BI and analytics: Automatically analyzes data, minimizing the time and effort required for data analysis. Leverage insights for data-driven decisions and improves business outcomes. AI-enabled data enrichment: Automatically fills in missing values or adds more data points to enrich the data. Improves data quality and accuracy and reduces IT workload. Complete visibility of data with dashboards: Provides a real-time view of app performance and user behavior. Monitors and improves app performance and user experience. Compliance with international data security policies: Ensures compliance with GDPR, HIPAA, Intertek, BSI, and AICPA SOC, reducing the risk of data breaches and ensuring data privacy. Flexibility for coding and posting: Enables developers to use preferred coding languages and frameworks, improving developer productivity. Transparency and predictability with pricing: This provides transparency and predictability regarding pricing. Allows budgeting for app development and reduces the risk of cost overruns. Low-code platforms help businesses develop applications quickly and efficiently. They offer a visual development environment, integrate with existing systems, support rapid application development, cross-platform compatibility, customization, and security. They are an excellent solution for businesses wanting to build applications quickly and cost-effectively. 3. Top 10 Low-Code App Development Platforms Today's low-code development platforms, which use the most recent low code technology, put more emphasis on innovation and optimization of business processes than just quick development and deployment. When your prime focus is fast-paced app development, there are some platforms that go above and beyond to reduce time-to-market and produce exceptional results, as listed down below. 3.1 Airkit Building complex apps with beautiful front-end experiences requires custom components, workflows, and styles. Share and iterate with the team to collaborate on application development. Airkit uses a visual builder, conversation automation, agent automation, security, and integrations. Latching on to anything with pre-built integrations helps with fast and free additional functionalities. For excellent CX, use components for purpose-built CX across all platforms. Reusable components and templates for designing personalized cross platform buyer journeys. With app debuggers, you can debug, test, and preview apps and use multi-environment deployment with a single click. Manage and control security and scalability with role-based access, versioning and environments, as well as end-user authentication. 3.2 Betty Blocks Betty Blocks is an enterprise-grade no-code development platform that lets users build collaboratively with no limitations. It lets you build apps with rapid application development technology, automate processes, and maximize efficiency. It is utilized by citizen developers to build solutions that integrate with the current tech stack. Building internal applications, customer-facing apps, and process automations is simple and easy to innovate with Betty Blocks. It offers development, testing, and production environments on its public cloud as well as on-premise and cloud providers in its standard and enterprise plans, respectively. As far as free and fast integrations are concerned, it integrates with everything from its Betty Blocks Store. It also lets you build your own integrations using the API. Its intuitive drag-and-drop user interface builder allows reusability, radically shortens the time to market, and empowers the citizen development workforce. 3.3 Creatio Creatio is a no-code development platform with a compostable architecture. Creatio Studio allows for no-code application development with an extreme degree of freedom. It lets you select the available types of apps, connectors, and OOTB functionality templates to manage instances and facilitate the collaborative development process. It is packed with intuitive no-code design automation tools to create and modify pages and views, data models, workflows, and integrations in a no-code workplace. It has a library of predefined views, widgets, and templates to accelerate the design process. Optimize and manage structured and fluid processes using workflow management capabilities with advanced analytics. Add integrations with SOAP and REST integration connectors. Use AI and ML to automate your workflows and enhanced security and safety for enterprise application platform scalability. Using the collaborative process designer, accelerate process design and standardize process management with team efforts. 3.4 Decisions Decisions is a powerful low code automation platform and business process management software that is capable of building no-code and low code applications. It helps turn siloed decisions into centralized rules. Its no-code intelligent process automation platform enables the codification of business logic and automation decisions, manages workflows, finds and fixes problems, connects systems to unify operations, and designs seamless experiences. Its visual design interface helps to design, optimize, and launch complex processes without writing code. Building software apps that solve business problems by automating functions to simplify, standardize, and streamline business operations and stay compliant is easy with Decisions. 3.5 Interfacing. Intefacing offers a business transformation suite using low-code rapid application development technology. It primarily supports business process optimization, quality control, continuous improvement, change management, SOP development, digital transformation, business excellence, and stakeholder happiness. It extensively offers eFORMS, process automation, low code database table entity designer, system integration designer, tax monitoring and delegation, custom rules and actions, text and voice messaging services, custom dashboard design, and app mobile touchscreen for better control over your low code mobile app development. Interfacing allows building simple to complex consumer-focused applications and business processes in hours, not days. 3.6 Kissflow Kissflow's enterprise-grade low code application development platform lets businesses take control with no IT background. It helps digitize operations, automate processes, and modernize apps using its components. The software offers a comprehensive suite of features such as application builder, process designer, boards, reports, and analytics, and custom UI. It also provides collaboration, developer sandbox, extensive integrations, external portals, and roles-based access control for application deployment with new builds. Using a visual builder for forms with easy drag-and-drop options, work management, intuitive dashboards, communication, and collaboration, Kissflow has emerged as an industry standard in no-code development. Bring business and IT together with a DevOps approach, streamline ad-hoc requests, manage and control with a central console, and reap returns with high productivity and a lower time-to-market with Kissflow. 3.7 Skuid With Skuid, you can build low-code mobile apps from scratch for multiple platforms that are user-friendly. It allows design interdependence, composite apps, and rapid prototyping. Custom user experience options on Skuid NLX involve design decisions about interaction, navigation, and app structure. Skuid SFX helps build modern, custom Salesforce apps. It helps with lightning customization, portals and communities, and a high-performance engine. Skuid EXP for enterprise HR app creation brings features to maximize platform value, flexible deployment, and people-centered portal creation. Components on Skuid include account dashboards, customer request forms, opportunity management, quick orders, revenue and expense dashboards, dynamic forms, retail data dashboards, and a contact directory. These features help increase app adoption and innovation by 10x. 3.8 TrackVia, Inc. TrackVia helps automate processes in a business to connect and track everything that matters. It allows for seamless integration with existing ERP, CRM, BPM, financial systems, and more. It helps keep up with product and quality, compliance, custom workflows, supply chain management, project management, and field services. Its low-code app development platform enables users to build business apps without code and without limits with the help of its toolkit and a canvas. It brings intelligent workflow automation, single to multiple sandbox environments with unlimited applications and unlimited storage, and records for 1 administrator and 5 users. Its pricing plans include mobile, quick start, business, and enterprise for citizen developers in any industry. 3.9 Ultimus Ultimus offers a highly customizable platform with integration capabilities for business process management. It has a strong focus on security and compliance and offers scalability and dedicated support. Ultimus streamlines app development with a cost-effective platform, empowering non-IT business users to create custom apps easily. Its mobile-ready technology deploys on-cloud or on-premises servers, prioritizes decision-making, and improves the customer experience by eliminating isolated apps and data. A unified inbox and high-productivity portal fuses interactions with customers, employees, and partners. Ultimus avoids high upfront costs with flexible pricing options. 3.10 Xenoss Xenoss's mar-tech, low-code platform offers up to 40% cost savings and the fastest time-to-market in the industry. It has ad-tech and mar-tech parts like a bidding cluster, mission control, campaign front end, account server, logging cluster, predictor optimization engine, aggregator, reporter, DMP profile builder, DMP segment builder, DMP real-time audience DB cluster, health monitoring system, and real-time anti-fraud. Its feature set includes campaign management, budget management, creatives, supply integrations, device targeting, geographic targeting, audience targeting, dayparting, media planning, the DMP, automatic campaign optimization, manual campaign optimization, tracking, reporting, and analysis, support tools, and the data collection web SDK. It offers a customizable and integratable user-friendly platform. With a strong focus on scalability, it offers dedicated support. Its pricing is based on a per-user basis. 4. Strategic Low-Code Development: Trend Forecast Analysis Large companies will keep using low-code platforms for digital transformation in the near future because their visual interfaces and pre-built components can speed up software development. Strategic low-code development will be a must for reducing time-to-market, speeding up digital transformation, and putting security and compliance front and center. More and more people will use industry-specific solutions, AI integration, collaboration, and process automation, which will streamline operations and make them more efficient. Some of the best low code app development platforms will meet security and compliance requirements like HIPAA and PCI, so sensitive information will be safe. AI and machine learning tools will make it easier to solve problems and improve processes. This will bring IT and business operations closer than ever before. These automation platforms will be crucial to making businesses more profitable and stable because they will let them get the most done with the least amount of work.

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LOW-CODE APP DEVELOPMENT

Empowering Industry 4.0 with Artificial Intelligence

Article | April 20, 2023

The next step in industrial technology is about robotics, computers and equipment becoming connected to the Internet of Things (IoT) and enhanced by machine learning algorithms. Industry 4.0 has the potential to be a powerful driver of economic growth, predicted to add between $500 billion- $1.5 trillion in value to the global economy between 2018 and 2022, according to a report by Capgemini.

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FUTURE TECH

How Artificial Intelligence Is Transforming Businesses

Article | July 14, 2022

Whilst there are many people that associate AI with sci-fi novels and films, its reputation as an antagonist to fictional dystopic worlds is now becoming a thing of the past, as the technology becomes more and more integrated into our everyday lives. AI technologies have become increasingly more present in our daily lives, not just with Alexa’s in the home, but also throughout businesses everywhere, disrupting a variety of different industries with often tremendous results. The technology has helped to streamline even the most mundane of tasks whilst having a breath-taking impact on a company’s efficiency and productivity

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The advances of AI in healthcare

Article | February 11, 2020

With the Government investing £250 million into the project, the Lab will consider how to use AI for the benefit of patients – whether this be the deployment of existing AI methods, the development of new technologies or the testing of their safety. Amongst other things, the initiative will aim to deliver earlier diagnoses of cancer. It is estimated that in excess of 50,000 extra patients could see their cancer being detected at an early stage, thus boosting survival rates. More specifically, a study has shown that AI is quicker in identifying brain tumour tissue than a pathologist.This would have a positive knock-on effect in other areas, such as enabling money to be saved (that otherwise would have been spent on further treatment) and reducing the workload of staff (at a time when there is a crisis in NHS workforce numbers).

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Spotlight

Infosys Public Services

Infosys Public Services, a U.S. based subsidiary of Infosys (NYSE: INFY), is a leader in business consulting, technology solutions, and next-generation services. We partner with public sector organizations to help them stay ahead of the innovation curve. Our solutions, combined with execution excellence and proven best practices allow clients to renew themselves while also creating new avenues to generate value. Visit www.infosyspublicservices.com to learn more.

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ANDROID, SOFTWARE, FUTURE TECH

New Upgrades for PDFelement 4.0 Will Revolutionize PDF Management and Improve User Experiences

Prnewswire | May 23, 2023

PDFelement, an award-winning Wondershare PDF software used mainly by business professionals, is thrilled to announce the release of its highly anticipated version 4.0. PDFelement brings simultaneous updates for both iOS and Android platforms, delivering an enhanced user experience and an improved functionality. Below are some key updates for the iOS and Android platforms. iOS Platform Updates: A 50% increase in document loading speed for quick access. An enhanced file management capabilities for better organization and navigation. An addition of multiple sharing options, including email and instant screenshot sharing, for streamlined collaboration and workflows. Android Platform Updates: Introduction of Liquid Mode for a more immersive reading experience. A new Phone Library feature providing access to a collection of 100 free books. Improvements for sharing options, including screenshot and text sharing. A brand-new support for reading and storing documents from popular cloud platforms like Google Drive. PDFelement enables businesses to efficiently handle their PDF documents and has been widely recognized and awarded for its exceptional software capabilities. Whether it's creating, editing, annotating, or converting PDF files, PDFelement offers a comprehensive suite of tools that empower professionals to work with PDF documents seamlessly. Gary, the Product Manager of PDFelement, expresses excitement about the updates, stating, "We are thrilled to bring these updates to our iOS and Android users. Our aim is to provide a seamless and efficient PDF management experience tailored to each platform's unique needs. With these updates, we are confident that our users will enjoy elevated productivity and convenience." Compatibility and Price Wondershare PDFelement is compatible with Windows, Mac, Android, and iOS, and pricing starts at $6.99 per month. For free trials and downloads, please visit our official website or follow us on YouTube, Facebook, Twitter, and Instagram to learn more about PDFelement. About Wondershare Wondershare is globally recognized as a software company that is committed to delivering innovative solutions for personal and professional use. As a leader in creativity and productivity products, Wondershare has received prestigious awards from organizations such as The Shorty Awards, G2, and GetApp. At Wondershare, the mission is to empower individuals to pursue their passions and build a more creative world. With over 100 million users across 150 countries, users can access a wide range of software solutions for video editing, PDF editing, data recovery, diagram and graphics, and more. Together, Wondershare strives to provide high-quality, user-friendly software that enables individuals and businesses to bring their creative ideas to life.

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AI TECH, INNOVATION, SOFTWARE

SnapLogic Unveils SnapLabs for Exclusive Access to Cutting Edge Integration Solutions

Businesswire | May 18, 2023

SnapLogic, a leader in intelligent integration and enterprise automation, today announced the launch of SnapLabs, a dedicated environment for the SnapLogic community to experience unreleased products and features. SnapLabs will enable users to gain early access to cutting-edge solutions and influence the company’s roadmap by providing valuable feedback on product offerings before they are publicly released. SnapLabs will host multiple new product releases and features on an ongoing basis. SnapLabs’ debut product is SnapGPT, the industry’s first Generative AI solution that allows anyone to integrate data and applications in any language. Announced earlier this year, this groundbreaking addition to the SnapLogic platform leverages AI to quickly integrate and automate business processes using natural language prompts, enabling users to streamline data integration, application integration, and API Management. Built on six years of AI and ML research, SnapGPT empowers users to create integration processes more efficiently and effectively than ever before. "SnapLogic is committed to delivering cutting edge innovation through best-in-class products, services, and technology,” said Jeremiah Stone, Chief Technology Officer, SnapLogic. “From pioneering the industry first generative AI solution to the launch of this new SnapLabs testing environment, we are dedicated to developing solutions that truly meet the needs of our customers and the industry to transform the future of integration.” Available today, users can access SnapGPT within the SnapLabs environment to build integration pipelines, test pipelines using synthetic data, and create descriptions to speed up development processes. With exclusive access to upcoming product features, users are able to test future product capabilities, view demonstrations, and provide feedback during the SnapLabs Corner monthly webinar series. “I am impressed with SnapGPT’s ability to translate natural language text to quickly build out accurate, end-to-end pipeline templates, which can even improve on the rapid pace of development that SnapLogic already provides,” said Del Hines, Expert IT Solution Architect at Acxiom. “I believe SnapGPT will be helpful to SnapLogic developers of all skill levels, and especially helpful for those with limited experience in the platform. We are excited about gaining early access to innovative products like SnapGPT on the SnapLabs environment.” For more information about SnapLabs and the upcoming release of SnapGPT, visit https://www.snaplogic.com/snaplabs. About SnapLogic SnapLogic powers the automated enterprise. The company’s self-service, AI-powered integration platform helps organizations connect applications and data sources, automate common workflows and business processes, and deliver exceptional experiences for customers, partners, and employees. Thousands of enterprises around the world rely on the SnapLogic platform to integrate, automate, and transform their business. Learn more at snaplogic.com.

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AI TECH, GENERAL AI, AI APPLICATIONS

DataRobot Unveils New AI Platform, Ushering in the Era of Value-Driven AI

DataRobot | March 17, 2023

DataRobot today announced the release of DataRobot AI Platform 9.0, along with deeper partner integrations, AI Accelerators, and redesigned service offerings, all centered on helping organizations derive measurable value from their AI investments. “AI has the potential to enhance every aspect of business transactions and human interactions to improve how we live and work,” said Debanjan Saha, CEO of DataRobot. “Since our founding, we have been 100% focused on helping enterprises realize measurable value from AI by offering an AI lifecycle platform designed to solve business problems, and the applied AI expertise to help customers envision what’s possible – and achieve it.” The DataRobot AI Platform allows customers to leverage Value-Driven AI, a unique and collaborative approach that improves how organizations run, grow and optimize their business. With the new and expanded platform capabilities announced today, DataRobot is enhancing the key features and functionalities trusted by global organizations and relied on by nearly half of the Fortune 50. “DataRobot’s rich machine learning blueprints, feature engineering methods and explainability features amongst others make it a cornerstone in BMW Group’s AI Platform to scale AI adoption,” said Marc Neumann, Head of AI Platform BMW Group. “We use DataRobot for rapid exploration and development of AI models while adhering to the code of ethics for safe and trustworthy AI.” The breakthrough innovations inside the DataRobot AI Platform include capabilities that facilitate: Rapid experimentation and value identification using Workbench, DataRobot’s brand new collaborative experimentation experience. Workbench, equipped with integrated managed Notebooks, supports users with both code-first and no-code approaches and the full spectrum of data science capabilities. Reduced enterprise risk and barriers to production through well-architected guard rails — from bias mitigation, centralized model monitoring, to automated model compliance documentation of both DataRobot and non-DataRobot models. Tremendous value, right from the outset with AI Accelerators and new AI services packages that provide customers with years of DataRobot’s AI expertise to jumpstart AI projects and results. “Before DataRobot, our process was very manual – we had success in pockets but our scale was limited,” said Luke Bunge, Data Science Project Manager at Polaris Inc. “Polaris is growing rapidly, and DataRobot is key to allowing us to scale and expand ML across business units, making our existing team much more productive and driving the most possible value with AI. The DataRobot AI Platform significantly accelerates our speed of experimentation and makes it easier for the team to consistently iterate, find insights and share them with business stakeholders, and maintain value while in production.” With the latest release, DataRobot AI Platform Single-Tenant SaaS is now available on AWS, Google Cloud, and Microsoft Azure, ensuring customers with stringent security and compliance requirements get all the benefits of a managed DataRobot service. For on-premises and private cloud customers, DataRobot now supports Red Hat OpenShift for faster installations and deployments that integrate with existing enterprise IT investments. DataRobot also unveiled a newly announced partnership with SAP, designed to help businesses make the most of their existing investments. The SAP partnership will help enterprises to leverage business data from SAP HANA Cloud and other third-party data sources to build custom machine learning models in DataRobot and embed them into SAP application stack. “To succeed with AI, enterprises need a solution that will work within their existing infrastructure and investments,” said Ritu Jyoti, group vice president, Worldwide Artificial Intelligence (AI) and Automation Research at IDC. “With its platform and integration enhancements that make it easy for customers to deploy in their preferred environment, DataRobot has demonstrated leadership within a crowded market. Their compliance and governance is also uniquely positioned to drive value for customers today.” Looking at the next generation of AI technology, DataRobot is innovating with the generative AI technology from the Microsoft Azure OpenAI Service to modernize both the code-first notebook experience for experimentation through assisted code generation, and the collaboration experience between the data scientist and business stakeholder with an automated and interactive insight interpretation. About DataRobot DataRobot is the leader in Value-Driven AI, a unique and collaborative approach to AI that combines an open platform, deep expertise and broad use-case experience to improve how organizations run, grow and optimize their business. The DataRobot AI Platform is the only complete AI lifecycle platform that interoperates with an organization’s existing investments in data, applications and business processes, and can be deployed on any cloud environment. Global organizations, including 40% of the Fortune 50, rely on DataRobot to drive greater impact and value from AI.

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ANDROID, SOFTWARE, FUTURE TECH

New Upgrades for PDFelement 4.0 Will Revolutionize PDF Management and Improve User Experiences

Prnewswire | May 23, 2023

PDFelement, an award-winning Wondershare PDF software used mainly by business professionals, is thrilled to announce the release of its highly anticipated version 4.0. PDFelement brings simultaneous updates for both iOS and Android platforms, delivering an enhanced user experience and an improved functionality. Below are some key updates for the iOS and Android platforms. iOS Platform Updates: A 50% increase in document loading speed for quick access. An enhanced file management capabilities for better organization and navigation. An addition of multiple sharing options, including email and instant screenshot sharing, for streamlined collaboration and workflows. Android Platform Updates: Introduction of Liquid Mode for a more immersive reading experience. A new Phone Library feature providing access to a collection of 100 free books. Improvements for sharing options, including screenshot and text sharing. A brand-new support for reading and storing documents from popular cloud platforms like Google Drive. PDFelement enables businesses to efficiently handle their PDF documents and has been widely recognized and awarded for its exceptional software capabilities. Whether it's creating, editing, annotating, or converting PDF files, PDFelement offers a comprehensive suite of tools that empower professionals to work with PDF documents seamlessly. Gary, the Product Manager of PDFelement, expresses excitement about the updates, stating, "We are thrilled to bring these updates to our iOS and Android users. Our aim is to provide a seamless and efficient PDF management experience tailored to each platform's unique needs. With these updates, we are confident that our users will enjoy elevated productivity and convenience." Compatibility and Price Wondershare PDFelement is compatible with Windows, Mac, Android, and iOS, and pricing starts at $6.99 per month. For free trials and downloads, please visit our official website or follow us on YouTube, Facebook, Twitter, and Instagram to learn more about PDFelement. About Wondershare Wondershare is globally recognized as a software company that is committed to delivering innovative solutions for personal and professional use. As a leader in creativity and productivity products, Wondershare has received prestigious awards from organizations such as The Shorty Awards, G2, and GetApp. At Wondershare, the mission is to empower individuals to pursue their passions and build a more creative world. With over 100 million users across 150 countries, users can access a wide range of software solutions for video editing, PDF editing, data recovery, diagram and graphics, and more. Together, Wondershare strives to provide high-quality, user-friendly software that enables individuals and businesses to bring their creative ideas to life.

Read More

AI TECH, INNOVATION, SOFTWARE

SnapLogic Unveils SnapLabs for Exclusive Access to Cutting Edge Integration Solutions

Businesswire | May 18, 2023

SnapLogic, a leader in intelligent integration and enterprise automation, today announced the launch of SnapLabs, a dedicated environment for the SnapLogic community to experience unreleased products and features. SnapLabs will enable users to gain early access to cutting-edge solutions and influence the company’s roadmap by providing valuable feedback on product offerings before they are publicly released. SnapLabs will host multiple new product releases and features on an ongoing basis. SnapLabs’ debut product is SnapGPT, the industry’s first Generative AI solution that allows anyone to integrate data and applications in any language. Announced earlier this year, this groundbreaking addition to the SnapLogic platform leverages AI to quickly integrate and automate business processes using natural language prompts, enabling users to streamline data integration, application integration, and API Management. Built on six years of AI and ML research, SnapGPT empowers users to create integration processes more efficiently and effectively than ever before. "SnapLogic is committed to delivering cutting edge innovation through best-in-class products, services, and technology,” said Jeremiah Stone, Chief Technology Officer, SnapLogic. “From pioneering the industry first generative AI solution to the launch of this new SnapLabs testing environment, we are dedicated to developing solutions that truly meet the needs of our customers and the industry to transform the future of integration.” Available today, users can access SnapGPT within the SnapLabs environment to build integration pipelines, test pipelines using synthetic data, and create descriptions to speed up development processes. With exclusive access to upcoming product features, users are able to test future product capabilities, view demonstrations, and provide feedback during the SnapLabs Corner monthly webinar series. “I am impressed with SnapGPT’s ability to translate natural language text to quickly build out accurate, end-to-end pipeline templates, which can even improve on the rapid pace of development that SnapLogic already provides,” said Del Hines, Expert IT Solution Architect at Acxiom. “I believe SnapGPT will be helpful to SnapLogic developers of all skill levels, and especially helpful for those with limited experience in the platform. We are excited about gaining early access to innovative products like SnapGPT on the SnapLabs environment.” For more information about SnapLabs and the upcoming release of SnapGPT, visit https://www.snaplogic.com/snaplabs. About SnapLogic SnapLogic powers the automated enterprise. The company’s self-service, AI-powered integration platform helps organizations connect applications and data sources, automate common workflows and business processes, and deliver exceptional experiences for customers, partners, and employees. Thousands of enterprises around the world rely on the SnapLogic platform to integrate, automate, and transform their business. Learn more at snaplogic.com.

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AI TECH, GENERAL AI, AI APPLICATIONS

DataRobot Unveils New AI Platform, Ushering in the Era of Value-Driven AI

DataRobot | March 17, 2023

DataRobot today announced the release of DataRobot AI Platform 9.0, along with deeper partner integrations, AI Accelerators, and redesigned service offerings, all centered on helping organizations derive measurable value from their AI investments. “AI has the potential to enhance every aspect of business transactions and human interactions to improve how we live and work,” said Debanjan Saha, CEO of DataRobot. “Since our founding, we have been 100% focused on helping enterprises realize measurable value from AI by offering an AI lifecycle platform designed to solve business problems, and the applied AI expertise to help customers envision what’s possible – and achieve it.” The DataRobot AI Platform allows customers to leverage Value-Driven AI, a unique and collaborative approach that improves how organizations run, grow and optimize their business. With the new and expanded platform capabilities announced today, DataRobot is enhancing the key features and functionalities trusted by global organizations and relied on by nearly half of the Fortune 50. “DataRobot’s rich machine learning blueprints, feature engineering methods and explainability features amongst others make it a cornerstone in BMW Group’s AI Platform to scale AI adoption,” said Marc Neumann, Head of AI Platform BMW Group. “We use DataRobot for rapid exploration and development of AI models while adhering to the code of ethics for safe and trustworthy AI.” The breakthrough innovations inside the DataRobot AI Platform include capabilities that facilitate: Rapid experimentation and value identification using Workbench, DataRobot’s brand new collaborative experimentation experience. Workbench, equipped with integrated managed Notebooks, supports users with both code-first and no-code approaches and the full spectrum of data science capabilities. Reduced enterprise risk and barriers to production through well-architected guard rails — from bias mitigation, centralized model monitoring, to automated model compliance documentation of both DataRobot and non-DataRobot models. Tremendous value, right from the outset with AI Accelerators and new AI services packages that provide customers with years of DataRobot’s AI expertise to jumpstart AI projects and results. “Before DataRobot, our process was very manual – we had success in pockets but our scale was limited,” said Luke Bunge, Data Science Project Manager at Polaris Inc. “Polaris is growing rapidly, and DataRobot is key to allowing us to scale and expand ML across business units, making our existing team much more productive and driving the most possible value with AI. The DataRobot AI Platform significantly accelerates our speed of experimentation and makes it easier for the team to consistently iterate, find insights and share them with business stakeholders, and maintain value while in production.” With the latest release, DataRobot AI Platform Single-Tenant SaaS is now available on AWS, Google Cloud, and Microsoft Azure, ensuring customers with stringent security and compliance requirements get all the benefits of a managed DataRobot service. For on-premises and private cloud customers, DataRobot now supports Red Hat OpenShift for faster installations and deployments that integrate with existing enterprise IT investments. DataRobot also unveiled a newly announced partnership with SAP, designed to help businesses make the most of their existing investments. The SAP partnership will help enterprises to leverage business data from SAP HANA Cloud and other third-party data sources to build custom machine learning models in DataRobot and embed them into SAP application stack. “To succeed with AI, enterprises need a solution that will work within their existing infrastructure and investments,” said Ritu Jyoti, group vice president, Worldwide Artificial Intelligence (AI) and Automation Research at IDC. “With its platform and integration enhancements that make it easy for customers to deploy in their preferred environment, DataRobot has demonstrated leadership within a crowded market. Their compliance and governance is also uniquely positioned to drive value for customers today.” Looking at the next generation of AI technology, DataRobot is innovating with the generative AI technology from the Microsoft Azure OpenAI Service to modernize both the code-first notebook experience for experimentation through assisted code generation, and the collaboration experience between the data scientist and business stakeholder with an automated and interactive insight interpretation. About DataRobot DataRobot is the leader in Value-Driven AI, a unique and collaborative approach to AI that combines an open platform, deep expertise and broad use-case experience to improve how organizations run, grow and optimize their business. The DataRobot AI Platform is the only complete AI lifecycle platform that interoperates with an organization’s existing investments in data, applications and business processes, and can be deployed on any cloud environment. Global organizations, including 40% of the Fortune 50, rely on DataRobot to drive greater impact and value from AI.

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