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Machine Learning

ARTIFICIAL INTELLIGENCE, MACHINE LEARNING AND THE FUTURE OF GRAPHS

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

Human Intelligence

Cyber Everywhere: Expand security capabilities with AI tools

Source: cyberscoop.com Public and private sector enterprises need to consider expanding their use of AI-augmented cybersecurity tools to better defend their networks and assets, say experts in a new podcast. As the range of cyberthreats continues to expand, and organizations remain hard-pressed to hire enough talent to keep up, cyber experts recommend that executives explore Read More

Reinforcement Learning

DeepMind releases Acme, a distributed framework for reinforcement learning algorithm development

Source: venturebeat.com DeepMind this week released Acme, a framework intended to simplify the development of reinforcement learning algorithms by enabling AI-driven agents to run at various scales of execution. According to the engineers and researchers behind Acme, who coauthored a technical paper on the work, it can be used to create agents with greater parallelization than in previous approaches. Reinforcement Read More

Microservices

Remote Work Isn’t Enough: Shifting Toward a Decentralized System Architecture

Source: cointelegraph.com The ongoing global COVID-19 pandemic has upended businesses around the world, forcing companies to retool their organizations to weather one of the worst disruptions to the global economy in decades. In the face of unpredictability, both decentralization in the workplace and system architectures have taken center stage as methods to combat ever-changing circumstances. While each Read More

Data Science

Building Africa’s data science talent pool

Source: businessdailyafrica.com A Marketing Trends report by IBM in 2017 estimated that we generate 2.5 quintillion bytes of data daily. This has since gone up by several factors, taking into account the steady growth in digitisation and more users and devices coming online. Businesses, governments, and institutions are swimming in oceans of data, with a Read More

Robotics

COVID-19 ACCELERATING THE ADOPTION OF ROBOTICS IN SUPPLY CHAINS

Source: analyticsinsight.net Most of the manufacturers said COVID-19 will affect their operations, as per an ongoing study by PwC. Over 40% were worried about the consequences for their workforce and a reduction in efficiency. Many are currently looking to robotics technology to augment locked down employees, bolster health and security measures, and, now and again, Read More

Big Data

USING ARTIFICIAL INTELLIGENCE IN BIG DATA

Source: analyticsinsight.net Simply put, Artificial Intelligence (AI) is the level of intelligence exhibited by machines, in comparison to natural intelligence exhibited by human beings and animals. Therefore it is sometimes referred to as Machine Intelligence. When taught, a machine can effectively perceive its environment and take certain actions to better its chances of achieving set Read More

Machine Learning

How DevOps Powered by AI and Machine Learning Is Delivering Business Transformation

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

Data Mining

DSpark finds govt interest in Optus’ subscriber data

Source: itnews.com.au Optus mobile subscriber data was used by all levels of government to understand changes in behaviour that corresponded to the COVID-19 lockdowns. The data also proved to be a useful measure of foot traffic during the bushfire crisis last Summer, with the federal-run Tourism Research Australia using it “in preparation for discussions around Read More

Deep Learning

Israeli scientists develop deep-learning method to predict brain’s age

Source: xinhuanet.com JERUSALEM, June 3 (Xinhua) — Israeli researchers have developed a deep-learning framework to predict brain’s age, Ben-Gurion University (BGU) said Wednesday. This method may help trace the brain’s development and provide early warning of diseases, which are essential steps toward developing effective treatments. The brain’s age is not necessarily the same age as Read More

Human Intelligence

PROGRESS AND DIFFUSIONS IN DYNAMIC AI ECOSYSTEM MAPPED BY NITI AAYOG

Source: analyticsinsight.net Artificial Intelligence (AI) is poised to disrupt our world. With intelligent machines enabling high-level cognitive processes like thinking, perceiving, learning, problem-solving, and decision making, coupled with advances in data collection and aggregation, analytics, and computer processing power, AI presents opportunities to complement and supplement human intelligence and enrich the way people live and Read More

natural intelligence

Focus on gaming affiliates at CasinoBeats Malta Digital

Source: casinobeats.com CasinoBeats Malta Digital is to reflect the crucial role that affiliates continue to play in the online casino industry by making the future of igaming affiliation one of the key themes of the agenda for the three-day virtual conference and exhibition. The content will feature insights and ideas from some of the leading executives Read More

Microservices

Monitoring applications in modern software architectures

Source: sdtimes.com In today’s modern software world, applications and infrastructure are melding together in different ways. Nowhere is that more apparent than with microservices, delivered in containers that also hold infrastructure configuration code. That, combined with more complex application architectures (APIs, multiple data sources, multicloud distributions and more), and the ephemeral nature of software as Read More

Robotics

ASM Assembly Systems uses Rethink Robotics’ Sawyer robot for quality control checks

Source: roboticsandautomationnews.com Rethink, now part of the Hahn Group, says the ASM setup was simple and the operation enabled Sawyer to “quickly achieve high levels of acceptance among employees”. The task of the SMT Solutions business segment in the ASM Pacific Technology group is to support, implement and realize the SMT Smart Factory for electronics Read More

Internet of things

How is the Internet of Things (IoT) Vulnerable?

Source: sdxcentral.com Internet of Things (IoT)  vulnerabilities stem from the tendencies of the devices to have low computational power and hardware limitations that don’t allow for built-in security features. On top of that, IoT devices may sacrifice security in order to be first to market. If the vendor is a startup that fails, the needed updates of security patches won’t come, Read More

Machine Learning

The ethics of Machine Learning: Just because we ‘can’ doesn’t mean we ‘should’

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

Reinforcement Learning

TOP 10 REINFORCEMENT LEARNING PAPERS FROM ICLR 2020

Source: analyticsindiamag.com Reinforcement Learning has become the base approach in order to attain artificial general intelligence. The ICLR (International Conference on Learning Representations) is one of the major AI conferences that take place every year. With more than 600 interesting research papers, there are around 44 research papers in reinforcement learning that have been accepted in this year’s Read More

Deep Learning

AI System – Using Neural Networks With Deep Learning – Beats Stock Market in Simulation

Source: scitechdaily.com Researchers in Italy have melded the emerging science of convolutional neural networks (CNNs) with deep learning — a discipline within artificial intelligence — to achieve a system of market forecasting with the potential for greater gains and fewer losses than previous attempts to use AI methods to manage stock portfolios. The team, led Read More

Artificial Intelligence

Digital Pathology and Artificial Intelligence

Source: news-medical.net The last few years have seen digital pathology emerge as a vital technology for laboratories around the world, facilitating the sharing of data, supporting the faster and more accurate analysis of tissue samples, and enabling the faster development of new therapeutic techniques. It is being seen as facilitating the progression of medicine, as Read More

natural intelligence

USING ARTIFICIAL INTELLIGENCE IN BIG DATA

Source: analyticsinsight.net Simply put, Artificial Intelligence (AI) is the level of intelligence exhibited by machines, in comparison to natural intelligence exhibited by human beings and animals. Therefore it is sometimes referred to as Machine Intelligence. When taught, a machine can effectively perceive its environment and take certain actions to better its chances of achieving set Read More

Big Data

The Future of Big Data May Lie in Tiny Magnets

Source: eos.org The use of artificial intelligence and machine learning is now widespread with wide-ranging practical applications in many Earth science domains, including climate modeling, weather prediction, and volcanic eruption forecasting. This current revolution in computing has been driven largely by rapid improvements in computer software and algorithms. But now, we’re approaching a second computing revolution of redesigning Read More

Human Intelligence

Artificial intelligence to be a seismic technology for aviation

Source: internationalairportreview.com As hubs of intense operational activity involving thousands of inter-dependent tasks, airports are ideal candidates for new technologies that improve the smooth flow of people, planes and bags. Artificial intelligence (AI) could be a game-changer for airports. However, without some (human) intelligent forethought, it also risks being a costly disappointment. The real value of AI Read More

Artificial Intelligence

Artificial Intelligence – The future of Infertility treatments

Source: health.economictimes.indiatimes.com At its core, artificial intelligence (AI) is “a partnership between man and machine” (Ginni Rometty, IBM CEO). The embodiment of AI is a computer program that can learn to execute tasks involving forms of intelligence normally ascribed to humans. How well a computer will be able to emulate or exceed humans is the essential question Read More

Machine Learning

Why we should use today’s downtime to train ML systems

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

Uncategorized

THE POTENTIALS OF AI AND ROBOTICS IN THE MIDDLE EAST

Source: analyticsinsight.net The rapid advances of Artificial Intelligence, Robotics, and other technologies have a huge impact on economies around the world. Modern businesses realize the significance of AI for their future growth and prosperity, investing heavily in digital technologies. This is why countries in the Middle East, majorly including the UAE, Saudi Arabia, Egypt, and Qatar, Read More

Reinforcement Learning

Training agents to walk with purpose: Improving machine learning and relational data classification

Source: techxplore.com A classification algorithm for relational data that is more accurate, as well as orders of magnitude more efficient than previous schemes, has been developed through a research collaboration between KAUST and Nortonlifelock Research Group in France. The new algorithm, which uses an approach called reinforcement learning, demonstrates the power of machining learning techniques in Read More

Internet of things

This one is for the IoT naysayers

Source: businesswireindia.com This week, a tech pundit tweeted, “There’s no such thing as IoT.” It came on the heels of a friend of mine’s awesome newsletter last month, which argued that it no longer makes sense to break out IoT as a category because everything is being connected. Essentially the argument is that IoT is everywhere, so Read More

Data Science

FICO’s Scott Zoldi Talks Data Scientist Cowboys and Responsible AI

Source: rtinsights.com Explainable AI is a favorite topic of Scott Zoldi, Chief Analytics Officer at FICO. It has come up in several conversations we’ve had with him, in a previous article he penned for RTInsights, at last year’s FICO World event, and in his keynote address at the recent FICO Virtual Event webinar. However, Explainable AI is Read More

Deep Learning

Intel, Microsoft Use Deep Learning To Detect Malware

Source: rtinsights.com Microsoft and Intel are collaborating on a research project that aims to detect malware threats through the application of deep learning techniques. The project, which has been ongoing for several months, published its first paper earlier this month. In it, the researchers demonstrated a technique that converts malware binary form into grayscale images, which are Read More

Human Intelligence

Why AI isn’t nearly as smart as it looks

Source: asiatimes.com The intention of this article is not to attack artificial intelligence as a technology. Apart from the dangers inherent in every revolutionary development, AI has a vast and growing set of benefits, unleashing cascades of advances in the most varied fields of science and technology, freeing people from mental drudgery, making life more Read More