UNSUPERVISED MACHINE LEARNING TO IMPROVE DATA QUALITY

August 3, 2020 | 265 views

When preparing data, I often go through many different approaches to reach a level of quality of data that can provide accurate results. In this article, I describe how unsupervised ML can help in data preparation for machine learning projects and how it helps to get more accurate business insights. What’s Wrong with Traditional Data Preparation Approaches? For accurate predictions, the data must not only be properly labeled, de-deputed, broad, consistent, etc. The point is that the machine learning model should process the “right” data. It is not entirely clear what are the criteria of the “right” data.

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ICSA Software

ICSA Software International is the world’s leading provider of entity management, compliance and corporate governance software. As the wholly owned software company of the Institute of Chartered Secretaries and Administrators (The ICSA), our Blueprint software has been powering the secretarial team and boardrooms for over 25 years.

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AI TECH

8 Epic App Innovations that Help Your Business Stand Out

Article | July 11, 2022

Contents 1. The Market for Mobile Application Development 2. Innovations in Mobile Application Development 2.1 In-App Paid Features: Android and iOS Development 2.2 Augmented and Virtual Reality 2.3 Beacon Technology 2.4 Al and Ml 2.5 Wearables 2.6 Predictive Analytics 2.7 Blockchain Technology 2.8 On-Demand Applications 3. Long-Term Benefits of Mobile App Development Innovations for Your Small Business: 4. Tying Everything Together Increased use of the internet and smartphones demands better mobile applications be developed. Innovation is the key driving force that can make or break the market regarding mobile app development. A fantastic team of mobile app developers and smart innovation employing the latest technology produce a huge hit app. Let us learn more about how the mobile app development market grows. 1. The Market for Mobile Application Development The mobile application development market is projected to grow at a 13.4% CAGR from 2023 to 2030, with a value of $187.58 billion recorded in 2021. This is due to the increased use of the internet and smartphone platforms, as well as artificial intelligence and machine learning. The app's algorithms learn and understand user interests to deliver refined results that generate better user engagement. As Ericsson and the Radicati Group forecasted, 6.64 billion people own a smartphone today, which is around 83.32% of the world population, and by 2025, 7.33 billion people will own a smartphone. As a result, there is a substantial rise in demand for better smartphone apps, for which creative and innovative mobile application development is the need of the hour. Innovation will give your business a competitive edge it's never had before. It will also open up new ways to grow your business. Discover the top innovations in mobile app development. 2. Innovations in Mobile Application Development Some of the technological breakthroughs in mobile app development will greatly improve the user experience in the future. These focus mainly on the implementation of the latest technological innovations to realize functionality that has never been seen or done before. Let us now delve into their specifics. 2.1 In-App Paid Features: Android and iOS Development While Android has a market share of 70%, iOS has grabbed a market share of around 28% in the mobile operating systems market as of 2022. In-app advertising and in-app purchases generate the major ROI from mobile applications on both mobile operating platforms. A great UI and UX go a long way toward boosting your app and business, and they also help you rank highly in the respective app markets, i.e., the Google Play Store and the App Store. Rolling out constant updates and adhering to the security standards of the marketplace keeps your business app ranking at the top. 2.2 Augmented and Virtual Reality With the AR kit, you can design and make 3D mobile apps for your customers that use virtual reality. AR and VR are constantly changing the business of making mobile apps. You can use these trends to give mobile users really great experiences. A few of the sectors making successful use of these technologies include gaming, e-commerce, retail, interior design, real estate, tourism and travel, education, training, healthcare, manufacturing and construction, advertising and marketing, and entertainment. Your AR and VR mobile apps are more valuable if you can meet your expectations for maximum ROI with a minimum budget. You can do this by making constant improvements to your minimum viable product. 2.3 Beacon Technology The beacon technology uses a smartphone's Bluetooth to identify any store, museum, or other business in the vicinity. As mobile devices get more powerful, IoT and edge sensors will be used more and more. Because of that, beacon technology will change the way we interact with the world. This technology sends notifications to your customer’s phone about your product when the customer passes by, sends content and descriptions about an ongoing event at your location to your customers, and more. Proximity marketing and indoor navigation notifications are the few ways retail is using this technology. With the help of beacon technology, your business can track assets, keep track of contacts, offer access to loyalty programs, gather advanced data, and send mobile tickets. 2.4 Al and ML The versatility and power of innovations in Al and ML keep them relevant. For example, they let you turn pictures into animations that look real. These animations provide real-time analytics and other valuable insights. As an AI learns from its own experience, providing a better customer experience based on the data you feed it helps create intelligent chatbots. Personalized shopping assistance, fraud prevention, task automation, smart content, voice assistants, and autonomous vehicles are a few of the examples where you will see AI implemented. An AI trains itself through machine learning, or ML. ML forecasts future data trends using available historical data. This invaluable addition to your existing apps transforms the way they interact with customers. We are one step closer to a super-personalized experience. 2.5 Wearables Wearables let you make calls, find your way to your destination, measure and analyze your vital signs in real time, and look at your own personal insights. So, app developers and businesspeople should focus on making apps that give people who use wearables a great digital experience. Getting better apps for wearable devices can greatly enhance their functionality and the user experience. From listening to your favorite music to tracking your fitness goals, taking notes, finding a parking spot, and adhering to your health and fitness regimen, a wearable device does it all. If developing your company’s wearable app delivers more value, this technology is not just a game changer but a lifesaver for many. 2.6 Predictive Analytics Predictive analytics is essential to e-commerce. When it comes to making mobile apps, predictive analysis can help improve both the process and the user experience. By putting together information from many developers, it can help predict problems and suggest solutions. Your predictive analytics will be better if you use artificial intelligence (AI), data mining, machine learning, modeling, and statistics. The data that your small and medium-scale businesses have gathered over a period of time becomes one of the most valuable sources of information that helps predict and forecast future market trends. Unexplained market rises and falls will now have an explanation, as will mobile apps that can precisely tell what, when, and where needs to be changed, replaced, or repaired. Using constants and variables that are already known, predictive analytics and data modeling can help make accurate predictions about the future. 2.7 Blockchain Technology The world of blockchain has innumerable possibilities. Applications backed by blockchain technology benefit from end-to-end encryption. This means no one but you can retain data ownership rights. Blockchain technology is used for a lot of important communication and financial transactions because it is safe and private. Blockchain holds promise for better efficiency, productivity, and performance, as well as for elevating the user experience. Blockchain is more secure and reliable, offers better transparency in financial transactions, makes you go password-free using an SSL certificate (Secure Sockets Layer), promotes simplicity, protects your identity, safeguards access to your digital data and information, and helps transmit and receive accurate data with the help of balanced data transfer using several nodes at once. 2.8 On-Demand Applications As lockdowns and quarantines went on for a long time, many delivery apps started to appear. There were apps for taxis, grocery stores, and even medicine delivery. The on-demand model is likely to grow as more service-based companies shift their focus towards on-demand apps. Technology is always changing, and every year, new versions of technology hit the market. That's why we need to keep up with the latest updates and use them to make applications that are both new and full of features. That's a must for a successful launch of a mobile app. Making the software development process easy for the developers reduces the time it takes to develop applications using the software. There are options like rapid application development software, no code, and low-code application development software. These can include mobile app development, SaaS (software as a service), cloud apps, on-premise standalone apps, desktop apps, and web-based apps for many devices, including IoT devices. Using AI to power the application development process speeds up development, testing, and deployment, which helps a lot with scaling from small to medium to large and beyond. 3. Long-Term Benefits of Mobile App Innovations for Your Small Business: Creating a winning product doesn’t have to be a long process. Improvements on the product offered by competitors and finding competitor product shortcomings, along with using innovative technologies, help add value to your mobile app as a product. Mobile app development innovations help in many ways, such as: Improve your brand's relationship with your customers Offer 24/7 access to your business Get excellent customer insights Efficiently market your product online Save on additional marketing costs Boost employee efficiency by increasing engagement Improve communication shreds down the busy work and Streamline the data Generate a new revenue stream from ads targeted at in-app purchases. As a result, you meet customer expectations efficiently, allowing you to expand your business and attract potential customers. Your customers and potential customers are always looking for something new and exciting to experience and adopt. Sooner or later, they make habits of seeing something, and then they start thinking of that mobile app as a standard benchmark to look up to. Talking about the scalability of a mobile application, there is a lot of scope to improve using innovative technologies, and all minor to major updates take you from where you are to where you want to be. Finding the right mix of technologies will help your business grow and expand. 4. Tying Everything Together Business growth for small-scale businesses starts with new inputs and strategic technological investments in mobile app development. Although they sound promising, striking the right balance to implement innovative technologies relies heavily on rigorous predictive analysis. Tools and technologies help meet customer expectations at scale and grow the business beyond imagination with the power of innovation.

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AI TECH

Empowering Industry 4.0 with Artificial Intelligence

Article | July 20, 2022

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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SOFTWARE

How Artificial Intelligence Is Transforming Businesses

Article | July 13, 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

ICSA Software

ICSA Software International is the world’s leading provider of entity management, compliance and corporate governance software. As the wholly owned software company of the Institute of Chartered Secretaries and Administrators (The ICSA), our Blueprint software has been powering the secretarial team and boardrooms for over 25 years.

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AI TECH,AI APPLICATIONS,MACHINE LEARNING

Hayden AI Completes Expansion of Program for Bus Safety and Speeds

Hayden AI | January 02, 2023

Hayden AI has completed the first phase of expansion for the Metropolitan Transportation Authority's automated bus lane enforcement (ABLE) program in New York City, with 300 mobile perception systems installed on nine additional Select Bus Service routes in Queens, the Bronx, and Staten Island. A perception system for autonomous driving helps with object detection, lane analysis, and self-positioning. The AI technology employed in the ABLE program can detect when a vehicle is driving outside of a designated bus lane, enabling traffic enforcement officials to take action more quickly. The systems, which use cameras and AI to detect vehicles illegally driving or parking in bus lanes, are the first of their kind to be deployed in New York City. The ABLE system helps get rid of traffic jams and makes sure that buses move quickly and effectively, giving customers more reliable service. Chris Carson, said, "It’s an honor to partner with the MTA to improve bus service with our mobile perception platform. Increasing transit ridership requires increasing bus speeds and improving schedule reliability. Our ABLE platform was built by transit riders for transit riders to do exactly that. We’re excited to continue our work with the MTA to keep bus lanes clear for buses." CEO and co-founder of Hayden AI The expansion is expected to increase bus speeds in all five boroughs of the city. The MTA previously announced plans to install ABLE systems on 500 buses by June 2023 and at least 600 more buses in 2023. With the deployment of the ABLE system, New York City is taking an important step to improve public transportation for its citizens and visitors alike. The ABLE system has already been shown to increase bus speeds, ridership, and decrease crashes on the M14 route in Manhattan and has been effective at changing driver behavior to keep bus lanes clear. About Hayden AI With its mobile platform, Hayden AI is pioneering smart traffic enforcement to improve the safety, efficiency, and sustainability of municipal fleet vehicles. Our platform enables government agencies to enforce traffic laws while also leveraging AIoT data to gain actionable insights that improve the quality of life in their communities. Our flagship product, Automated Bus Lane Enforcement, was developed by a team of experts in machine learning, data science, transportation, and government technology. It enforces dedicated bus lanes, delivery zones, and intersections to reduce traffic congestion, improve bus speeds, and increase transit ridership.

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FUTURE TECH

Mindtickle Partners with Tech Mahindra to Enhance Sales Effectiveness for Enterprise Customers

Mindtickle | December 07, 2022

Mindtickle, the global leader in sales enablement and training technology, today announced a strategic partnership with Tech Mahindra, a leading provider of digital transformation, consulting, and business re-engineering services & solutions. The collaboration will provide clients with a unified, tech-enabled platform to enhance sales effectiveness. Tapping the unique expertise of both companies, the strategic relationship will offer clients a solution for end-to-end sales enablement challenges such as sales onboarding, new product launches, competency benchmarking, upskilling and more. This partnership will aim to ensure increased revenue, customer satisfaction, employee productivity, and retention across every customer-facing function including contact center and support operations. “In partnership with Mindtickle, Tech Mahindra will deliver innovative sales readiness managed services to enhance sales effectiveness. We are helping customers solve problems with sales onboarding, product launches, competency gauging, upskilling, and more. All of these things will have a positive effect on call revenue, net promoter scores, and client service costs. Under Tech Mahindra’s NXT.NOW™ framework, this partnership will focus on leveraging next-generation technologies to deliver disruptive solutions today, further enable digital transformation, and meet the evolving and dynamic needs of our customers.” Birendra Sen, Head of Business Process Services at Tech Mahindra Mindtickle’s sales enablement, conversational intelligence, content management, and sales coaching solutions, coupled with Tech Mahindra’s track record of success in delivering best-in-class connected customer-centric information technology experience, will help clients achieve differentiated business outcomes. The joint solution will modernize sales enablement, leveraging conversational AI, gamification, and skills-based learning to improve efficiency and drive results for sales leaders, enablement, and revenue operations teams as well as other functions across the enterprise. The joint solution is expected to be of considerable value to companies in industries such as high tech, life sciences, financial services, communication, media, and entertainment. Gopkiran Rao, Chief Strategy Officer, Mindtickle, said, “We're pleased to partner with Tech Mahindra and are confident its formidable portfolio of integrated solutions, analytics, process consulting, and outsourced operations will be of significant value to our global customers across industry verticals. The Mindtickle team is excited to create a significant impact on front-office effectiveness in these organizations.” Together, Mindtickle and Tech Mahindra will provide organizations with industry blueprints for different functional areas and powerful capabilities that span change management, technology, and process management, business analytics, and reporting. Joint solutions will include rapid-start program templates for onboarding, training, and AI-driven field coaching. Collectively, these capabilities will accelerate the speed to competency for employees, reducing expenses and boosting the bottom line. About Tech Mahindra Tech Mahindra offers innovative and customer-centric digital experiences, enabling enterprises, associates and the society to Rise. We are a USD 6 billion organization with 163,000+ professionals across 90 countries helping 1279 global customers, including Fortune 500 companies. We are focused on leveraging next-generation technologies including 5G, Blockchain, Metaverse, Quantum Computing, Cybersecurity, Artificial Intelligence, and more, to enable end-to-end digital transformation for global customers. Tech Mahindra is the only Indian company in the world to receive the HRH The Prince of Wales’ Terra Carta Seal for its commitment to creating a sustainable future. We are the fastest growing brand in ‘brand strength’ and amongst the top 7 IT brands globally. With the NXT.NOW™ framework, Tech Mahindra aims to enhance ‘Human Centric Experience’ for our ecosystem and drive collaborative disruption with synergies arising from a robust portfolio of companies. Tech Mahindra aims at delivering tomorrow’s experiences today and believes that the ‘Future is Now’. We are part of the Mahindra Group, founded in 1945, one of the largest and most admired multinational federation of companies with 260,000 employees in over 100 countries. It enjoys a leadership position in farm equipment, utility vehicles, information technology and financial services in India and is the world’s largest tractor company by volume. It has a strong presence in renewable energy, agriculture, logistics, hospitality and real estate. The Mahindra Group has a clear focus on leading ESG globally, enabling rural prosperity and enhancing urban living, with a goal to drive positive change in the lives of communities and stakeholders to enable them to Rise. About Mindtickle Mindtickle is the market-leading sales readiness platform, helping revenue leaders at world-class companies like Johnson & Johnson, Splunk, and Wipro be ready to grow revenue by increasing knowledge, understanding ideal sales behaviors, and adapting to change. Dozens of Fortune 500 and Forbes Global 2000 companies use Mindtickle to define excellence, build knowledge, align content, analyze performance and optimize behavior throughout their sales organizations. Mindtickle is recognized as a market leader by top industry analysts and is ranked by G2 as both the #2 enterprise software product and #5 sales software product.

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AI TECH,SOFTWARE,MACHINE LEARNING

Edge Impulse to Lower Barrier to Machine Learning Application Development Through Software Integration Collaboration with Renesas

Edge Impulse | November 29, 2022

Edge Impulse, the foremost development platform for ML on edge devices, today announced a joint initiative to advance professional machine learning implementation by bringing Renesas' DRP-AI Translator software directly into Edge Impulse Studio. Edge Impulse Studio allows developers to quickly and easily create and optimize solutions with real-world data. The company's platform streamlines the entire process of collecting and structuring datasets, designing ML algorithms with ready-made building blocks, validating the models with real-time data, and deploying the fully optimized production-ready result to an edge target. The DRP-AI is Renesas' low-power, proprietary AI accelerator. The integration of DRP-AI Translator software into Edge Impulse Studio will now allow users to access its features inside the Studio environment, rather than needing to run it externally. Out-of-the-box hardware support for the integration is currently available for Renesas' new RZ/V2L Evaluation Board Kit, which offers high-precision AI inference capabilities combined with top-class power efficiency. Powered by DRP-AI and dual 1.2GHz Arm® Cortex®-A55, RZ/V2L is ideal for exploring industrial monitoring and visibility solutions. "A sound technology strategy involves coupling reliable hardware with intelligent software. "I am thrilled to connect with Renesas in making our machine learning software tools even more capable by allowing users to directly access the features that make Renesas' hardware world-class." Zach Shelby, CEO and co-founder of Edge Impulse "Edge Impulse offers our customers a state-of-the-art cloud environment that works seamlessly with Renesas' RZ/V2L MPUs," said Shigeki Kato, Vice President of Renesas' Enterprise Infrastructure Business Division. "Using the integrated development environment, engineers can easily build full-scale AI Machine Learning solutions for a wide range of applications including industrial monitoring systems, smart buildings, smart cities and other vision-based inspection systems." About Edge Impulse Edge Impulse is the leading machine learning platform, enabling all enterprises to build smarter edge products. Their technology empowers developers to bring more ML products to market faster and helps enterprise teams rapidly develop industry-specific solutions in weeks instead of years. The Edge Impulse platform provides powerful automation and low-code capabilities to make it easier to build valuable datasets and develop advanced ML with streaming data. With over 40,000 developers, and partnerships with the top silicon vendors, Edge Impulse offers a seamless integration experience to validate and deploy with confidence across the largest hardware ecosystem.

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AI TECH,AI APPLICATIONS,MACHINE LEARNING

Hayden AI Completes Expansion of Program for Bus Safety and Speeds

Hayden AI | January 02, 2023

Hayden AI has completed the first phase of expansion for the Metropolitan Transportation Authority's automated bus lane enforcement (ABLE) program in New York City, with 300 mobile perception systems installed on nine additional Select Bus Service routes in Queens, the Bronx, and Staten Island. A perception system for autonomous driving helps with object detection, lane analysis, and self-positioning. The AI technology employed in the ABLE program can detect when a vehicle is driving outside of a designated bus lane, enabling traffic enforcement officials to take action more quickly. The systems, which use cameras and AI to detect vehicles illegally driving or parking in bus lanes, are the first of their kind to be deployed in New York City. The ABLE system helps get rid of traffic jams and makes sure that buses move quickly and effectively, giving customers more reliable service. Chris Carson, said, "It’s an honor to partner with the MTA to improve bus service with our mobile perception platform. Increasing transit ridership requires increasing bus speeds and improving schedule reliability. Our ABLE platform was built by transit riders for transit riders to do exactly that. We’re excited to continue our work with the MTA to keep bus lanes clear for buses." CEO and co-founder of Hayden AI The expansion is expected to increase bus speeds in all five boroughs of the city. The MTA previously announced plans to install ABLE systems on 500 buses by June 2023 and at least 600 more buses in 2023. With the deployment of the ABLE system, New York City is taking an important step to improve public transportation for its citizens and visitors alike. The ABLE system has already been shown to increase bus speeds, ridership, and decrease crashes on the M14 route in Manhattan and has been effective at changing driver behavior to keep bus lanes clear. About Hayden AI With its mobile platform, Hayden AI is pioneering smart traffic enforcement to improve the safety, efficiency, and sustainability of municipal fleet vehicles. Our platform enables government agencies to enforce traffic laws while also leveraging AIoT data to gain actionable insights that improve the quality of life in their communities. Our flagship product, Automated Bus Lane Enforcement, was developed by a team of experts in machine learning, data science, transportation, and government technology. It enforces dedicated bus lanes, delivery zones, and intersections to reduce traffic congestion, improve bus speeds, and increase transit ridership.

Read More

FUTURE TECH

Mindtickle Partners with Tech Mahindra to Enhance Sales Effectiveness for Enterprise Customers

Mindtickle | December 07, 2022

Mindtickle, the global leader in sales enablement and training technology, today announced a strategic partnership with Tech Mahindra, a leading provider of digital transformation, consulting, and business re-engineering services & solutions. The collaboration will provide clients with a unified, tech-enabled platform to enhance sales effectiveness. Tapping the unique expertise of both companies, the strategic relationship will offer clients a solution for end-to-end sales enablement challenges such as sales onboarding, new product launches, competency benchmarking, upskilling and more. This partnership will aim to ensure increased revenue, customer satisfaction, employee productivity, and retention across every customer-facing function including contact center and support operations. “In partnership with Mindtickle, Tech Mahindra will deliver innovative sales readiness managed services to enhance sales effectiveness. We are helping customers solve problems with sales onboarding, product launches, competency gauging, upskilling, and more. All of these things will have a positive effect on call revenue, net promoter scores, and client service costs. Under Tech Mahindra’s NXT.NOW™ framework, this partnership will focus on leveraging next-generation technologies to deliver disruptive solutions today, further enable digital transformation, and meet the evolving and dynamic needs of our customers.” Birendra Sen, Head of Business Process Services at Tech Mahindra Mindtickle’s sales enablement, conversational intelligence, content management, and sales coaching solutions, coupled with Tech Mahindra’s track record of success in delivering best-in-class connected customer-centric information technology experience, will help clients achieve differentiated business outcomes. The joint solution will modernize sales enablement, leveraging conversational AI, gamification, and skills-based learning to improve efficiency and drive results for sales leaders, enablement, and revenue operations teams as well as other functions across the enterprise. The joint solution is expected to be of considerable value to companies in industries such as high tech, life sciences, financial services, communication, media, and entertainment. Gopkiran Rao, Chief Strategy Officer, Mindtickle, said, “We're pleased to partner with Tech Mahindra and are confident its formidable portfolio of integrated solutions, analytics, process consulting, and outsourced operations will be of significant value to our global customers across industry verticals. The Mindtickle team is excited to create a significant impact on front-office effectiveness in these organizations.” Together, Mindtickle and Tech Mahindra will provide organizations with industry blueprints for different functional areas and powerful capabilities that span change management, technology, and process management, business analytics, and reporting. Joint solutions will include rapid-start program templates for onboarding, training, and AI-driven field coaching. Collectively, these capabilities will accelerate the speed to competency for employees, reducing expenses and boosting the bottom line. About Tech Mahindra Tech Mahindra offers innovative and customer-centric digital experiences, enabling enterprises, associates and the society to Rise. We are a USD 6 billion organization with 163,000+ professionals across 90 countries helping 1279 global customers, including Fortune 500 companies. We are focused on leveraging next-generation technologies including 5G, Blockchain, Metaverse, Quantum Computing, Cybersecurity, Artificial Intelligence, and more, to enable end-to-end digital transformation for global customers. Tech Mahindra is the only Indian company in the world to receive the HRH The Prince of Wales’ Terra Carta Seal for its commitment to creating a sustainable future. We are the fastest growing brand in ‘brand strength’ and amongst the top 7 IT brands globally. With the NXT.NOW™ framework, Tech Mahindra aims to enhance ‘Human Centric Experience’ for our ecosystem and drive collaborative disruption with synergies arising from a robust portfolio of companies. Tech Mahindra aims at delivering tomorrow’s experiences today and believes that the ‘Future is Now’. We are part of the Mahindra Group, founded in 1945, one of the largest and most admired multinational federation of companies with 260,000 employees in over 100 countries. It enjoys a leadership position in farm equipment, utility vehicles, information technology and financial services in India and is the world’s largest tractor company by volume. It has a strong presence in renewable energy, agriculture, logistics, hospitality and real estate. The Mahindra Group has a clear focus on leading ESG globally, enabling rural prosperity and enhancing urban living, with a goal to drive positive change in the lives of communities and stakeholders to enable them to Rise. About Mindtickle Mindtickle is the market-leading sales readiness platform, helping revenue leaders at world-class companies like Johnson & Johnson, Splunk, and Wipro be ready to grow revenue by increasing knowledge, understanding ideal sales behaviors, and adapting to change. Dozens of Fortune 500 and Forbes Global 2000 companies use Mindtickle to define excellence, build knowledge, align content, analyze performance and optimize behavior throughout their sales organizations. Mindtickle is recognized as a market leader by top industry analysts and is ranked by G2 as both the #2 enterprise software product and #5 sales software product.

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AI TECH,SOFTWARE,MACHINE LEARNING

Edge Impulse to Lower Barrier to Machine Learning Application Development Through Software Integration Collaboration with Renesas

Edge Impulse | November 29, 2022

Edge Impulse, the foremost development platform for ML on edge devices, today announced a joint initiative to advance professional machine learning implementation by bringing Renesas' DRP-AI Translator software directly into Edge Impulse Studio. Edge Impulse Studio allows developers to quickly and easily create and optimize solutions with real-world data. The company's platform streamlines the entire process of collecting and structuring datasets, designing ML algorithms with ready-made building blocks, validating the models with real-time data, and deploying the fully optimized production-ready result to an edge target. The DRP-AI is Renesas' low-power, proprietary AI accelerator. The integration of DRP-AI Translator software into Edge Impulse Studio will now allow users to access its features inside the Studio environment, rather than needing to run it externally. Out-of-the-box hardware support for the integration is currently available for Renesas' new RZ/V2L Evaluation Board Kit, which offers high-precision AI inference capabilities combined with top-class power efficiency. Powered by DRP-AI and dual 1.2GHz Arm® Cortex®-A55, RZ/V2L is ideal for exploring industrial monitoring and visibility solutions. "A sound technology strategy involves coupling reliable hardware with intelligent software. "I am thrilled to connect with Renesas in making our machine learning software tools even more capable by allowing users to directly access the features that make Renesas' hardware world-class." Zach Shelby, CEO and co-founder of Edge Impulse "Edge Impulse offers our customers a state-of-the-art cloud environment that works seamlessly with Renesas' RZ/V2L MPUs," said Shigeki Kato, Vice President of Renesas' Enterprise Infrastructure Business Division. "Using the integrated development environment, engineers can easily build full-scale AI Machine Learning solutions for a wide range of applications including industrial monitoring systems, smart buildings, smart cities and other vision-based inspection systems." About Edge Impulse Edge Impulse is the leading machine learning platform, enabling all enterprises to build smarter edge products. Their technology empowers developers to bring more ML products to market faster and helps enterprise teams rapidly develop industry-specific solutions in weeks instead of years. The Edge Impulse platform provides powerful automation and low-code capabilities to make it easier to build valuable datasets and develop advanced ML with streaming data. With over 40,000 developers, and partnerships with the top silicon vendors, Edge Impulse offers a seamless integration experience to validate and deploy with confidence across the largest hardware ecosystem.

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