Source: bdtechtalks.com Companies across industries are exploring and implementing artificial intelligence (AI) projects, from big data to robotics, to automate business processes, improve customer experience, and innovate product development. According to McKinsey, “embracing AI promises considerable benefits for businesses and economies through its contributions to productivity and growth.” But with that promise comes challenges. Computers and machines don’t Read More
Category: Machine Learning
Machine Learning
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Source: healthcareitnews.com I am a skeptic of machine learning. There, I’ve said it. I say this not because I don’t think that machine learning is a poor technology – it’s actually quite powerful for what it does – but because machine-learning by itself is only half a solution. To explain this (and the relationship that Read More
Source: devops.com The use of artificial intelligence (AI) and machine learning (ML) is fundamentally changing the way we think about DevOps. Most notably, it is delivering a new form of DevOps that recognizes the need to have systems that are intelligent by design and underpinned by comprehensive security (DevSecOps). For many, this will be the Read More
Source: itproportal.com Richard Pilling considers the ethical responsibilities of delivering Machine Learning solutions and suggests that the immense possibilities opened up by ML should always be tempered with an understanding of potential consequences. I was lucky to grow up in the 80s as the youngest of three children – a happy time of riding around Read More
Source: techhq.com The maxim “never let a good crisis go to waste” is particularly apt right now. (Rahm Emanuel said this, although it’s often attributed to Winston Churchill). For some, especially first responders, the crisis looks like an overwhelming challenge every day. For many businesses, though, the crisis looks like downtime. Covid-19 has closed schools, Read More
Source: singularityhub.com Last year, Microsoft announced a billion-dollar investment in OpenAI, an organization whose mission is to create artificial general intelligence and make it safe for humanity. No Terminator-like dystopias here. No deranged machines making humans into paperclips. Just computers with general intelligence helping us solve our biggest problems. A year on, we have the Read More
Source: searchenterpriseai.techtarget.com Fueled by the need to expand machine learning, cloud service providers are offering machine leaning as a service, together with extensive storage and processing options, to save time, money and resources. These tools now offer services spanning across model training, data processing, model evaluation and prediction making. Companies with a cloud-based infrastructure are starting to Read More
Source: tdwi.org Turning data into insights doesn’t happen magically. You must first understand your data and use it to create reports that drive actions. If your competitors are using machine learning and artificial intelligence to automatically drive actions and you aren’t, you are at a disadvantage. Getting your data ready for ML and AI involves Read More
Source: deccanherald.com Artificial Intelligence thrives on data. In recent times AI has been instrumental in creating new teaching and learning solutions that are now undergoing testing in different contexts. The beauty of any AI application is that it becomes more accurate when there is more accurate data available. Any AI application uses massive amount of Read More
Source: healthitanalytics.com A team at Johns Hopkins University has received a $195,000 Rapid Response Research grant from the National Science Foundation to use machine learning to detect which COVID-19 patients are at high risk of heart damage. For more coronavirus updates, visit our resource page, updated twice daily by Xtelligent Healthcare Media. Evidence has shown that COVID-19 can Read More
Source: portswigger.net F-Secure says it’s achieved 90% accuracy in cracking Microsoft Outlook’s text-based CAPTCHAs using its AI-based CAPTCHA-cracking server, CAPTCHA22. For the last two years, the security firm has been using machine learning techniques to train unique models that solve a particular CAPTCHA, rather than trying to build a one-size-fits-all model. And, recently, it decided to try Read More
Source: aithority.com Gartner believes Artificial Intelligence (AI) security will be a top strategic technology trend in 2020, and that enterprises must gain awareness of AI’s impact on the security space. However, many enterprise IT leaders still lack a comprehensive understanding of the technology and what the technology can realistically achieve today. It is important for leaders to question exasperated Read More
Source: portswigger.net A group of researchers from the US, China, and Saudi Arabia, have demonstrated how artificial intelligence (AI) algorithms can help detect distributed denial-of-Service (DDoS) attacks where other methods fail. With the number of internet-connected devices growing at an exponential rate and attackers becoming more sophisticated in their methods, finding and filtering out harmful DDoS traffic Read More
Source: eletimes.com Altran, the global leader in engineering and R&D services, announced the release of a new tool available on r that predicts the likelihood of bugs in source code created by developers early in the software development process. By applying machine learning (ML) to historical data, the tool – called “Code Defect AI” – identifies areas Read More
Source: computerweekly.com In October 2019, an Amazon employee in Melbourne, Australia bumped into another person while cycling on the road. As she was assuring that person that she would help, she realised that he was deaf and mute and had no clue on what she was saying. The awkward situation could have been avoided if assistive Read More
Source: techrepublic.com Altran has released a new tool that uses artificial intelligence (AI) to help software engineers spot bugs during the coding process instead of at the end. Available on GitHub, Code Defect AI uses machine learning (ML) to analyze existing code, spot potential problems in new code, and suggest tests to diagnose and fix the errors. Walid Negm, group chief Read More
Source: govinsider.asia Our healthcare workers have pushed innovation to its edge as they battle Covid-19. From new hospitals to HR systems that manage massive amounts of overtime, every part of the public health system faces new challenges. Software giant SAP is using new cloud-based technologies and AI to monitor and streamline operations across the health Read More
Source: zdnet.com Artificial intelligence and machine learning models can work spectacularly — until they don’t. Then they tend to fail spectacularly. That’s the lesson drawn from the COVID-19 crisis, as reported in MIT Technology Review. Sudden, dramatic shifts in consumer and B2B buying behavior are, as author Will Douglas Heaven put it, “causing hiccups for the algorithms Read More
Source: industryweek.com A new wave of automation is projected to revolutionize the manufacturing industry, with organizations around the world investing in machine learning and artificial intelligence (AI) solutions aimed at improving every phase of production. Manufacturers aim to produce high-quality products at minimum cost, and many see machine learning as a way to streamline production, Read More
Source: chemeurope.com A new machine learning tool can calculate the energy required to make — or break — a molecule with higher accuracy than conventional methods. While the tool can currently only handle simple molecules, it paves the way for future insights in quantum chemistry. “Using machine learning to solve the fundamental equations governing quantum Read More
Source: techiexpert.com The impact that the software development industry has on the world is unparalleled to any other industry, because obviously software is one of the cores of modern-day society, no matter what industry or niche you’re looking at. This is only going to continue as time goes on. However, with the rise of services Read More
Source: eurekalert.org A new machine learning tool can calculate the energy required to make — or break — a molecule with higher accuracy than conventional methods. While the tool can currently only handle simple molecules, it paves the way for future insights in quantum chemistry. “Using machine learning to solve the fundamental equations governing quantum Read More
Source: communalnews.com In the era of Big Data, a data catalog is essential for organizations to give users access to the data they need. But it can be difficult to deploy this important tool if populating the catalog entails a significant amount of manual work. The key to a successful data catalog implementation is the Read More
Source: analyticsindiamag.com Udacity and AWS collaborated to offer scholarships called AWS Machine Learning Scholarship Program for data science enthusiasts who want to upskill. The scholarship has two phases and is open for aspirants above 18 years of age. The enrollment for the course will be opened from May 19 till July 31. Besides, the scholarship is divided Read More
Source: infoworld.com Spell, an end-to-end platform for machine learning and deep learning—covering data prep, training, deployment, and management—has announced Spell for Private Machines, a new version of its system that can be deployed on your own hardware as well as on cloud resources. Spell was founded by Serkan Piantino, former director of engineering at Facebook and founder of Read More
Source: solutionsreview.com DotData recently announced dotData AI-FastStart, a technology and services bundle that includes a one-year license to the full version of dotData autoML 2.0. The dotData FastTrack program is designed to help business intelligence teams add AI and machine learning models to their BI stacks and predictive analytics applications. The package is available to North American Read More
Source: informationweek.com The growth of machine learning and its ability to provide deep insights using big data continues to be a hot topic. Many C-level executives are developing deliberate ML initiatives to see how their companies can benefit, and cybersecurity is no exception. Most information security vendors have adopted some form of ML, however it’s Read More
Source: analyticsinsight.net Machine Learning has been serving several industries for the past many years. It has enabled businesses to work easily with data. Moreover, the acceleration in the adoption of ML tools has evolved with time making it even easier to use today. Using AutoML tools, the act of gathering data and turning it into Read More
Source: healthitanalytics.com Clinical decision support systems are essential for organizations aiming to advance healthcare delivery, helping physicians flag potential problems and make more informed choices. Although these tools can lead to more efficient, comprehensive patient care, clinical decision support systems have also come with significant challenges. Issues like clinician burnout and unintuitive interfaces have pushed Read More
Source: opiniojuris.org Artificial intelligence (AI) systems are computer programs that carry out tasks – often associated with human intelligence – that require cognition, planning, reasoning or learning. Machine learning systems are AI systems that are “trained” on and “learn” from data, which ultimately define the way they function. Both are complex software tools, or algorithms, Read More