Source: news.psu.edu UNIVERSITY PARK, Pa. — Researchers in Penn State’s College of Information Sciences and Technology are advancing work that utilizes machine learning methods to improve traffic signal control at urban intersections around the world. Through their work, the researchers are exploring the use of reinforcement learning — training algorithms to learn how to achieve a complex Read More
Tag: Machine learning
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Source: mashable.com From facial recognition to self-driving vehicles, machine learning is taking over modern life as we know it. It may not be the flying cars and world-dominating robots we envisioned 2020 would hold, but it’s still pretty futuristic and frightening. The good news is if you’re one of the pros making these smart systems Read More
Source: knowledge.wharton.upenn.edu Advanced analytics, artificial intelligence and machine learning are arguably the most powerful general-purpose technologies invented since the dawn of modern computing. Extracting value from these is an imperative for business and society. It requires a deeper understanding and self-reflection among leaders of human strengths and frailties in contrast to that of modern, software-based Read More
Source: cio.eletsonline.com As many as 54 tech startups have been selected under Microsoft India’s ‘Highway to a Hundred Unicorns’ programme, which was launched by the tech-giant to engage with innovators and entrepreneurs across Tier-2 cities to help them scale their businesses. “The entrepreneurial energy of startups is rising well beyond the known metropolitan hubs and is Read More
Source: zdnet.com Late last year, I complained to Richard Socher, chief scientist at Salesforce and head of its AI projects, about the term “artificial intelligence” and that we should use more accurate terms such as machine learning or smart machine systems, because “AI” creates unreasonably high expectations when the vast majority of applications are essentially extremely Read More
Source: venturebeat.com Google hopes to tap AI and machine learning to make speedy local weather predictions. In a paper and accompanying blog post, the tech giant detailed an AI system that uses satellite images to produce “nearly instantaneous” and high-resolution forecasts — on average, with a roughly one kilometer resolution and a latency of only Read More
Source: If you follow news coverage of the latest developments in Artificial Intelligence and Machine Learning, the mainstream media will have you believe that most of the innovation in this burgeoning field is restricted within the walls of the big tech players, but that’s not the case. Plenty of examples exist of start-ups delivering AI and ML breakthroughs Read More
Source: infoworld.com Amazon has created an open source toolkit for automated machine learning, called AutoGluon, designed to make it easier for software developers to take advantage of deep learning models in their applications. AutoGluon is intended for both machine learning experts and beginners, the company says. Officially launched January 9, AutoGluon lets developers harness machine learning models with image, Read More
Source: technologynetworks.com Engineers from Duke University and the Institut de Physique de Nice in France have developed a new method to identify objects using microwaves that improves accuracy while reducing the associated computing time and power requirements. The system could provide a boost to object identification and speed in fields where both are critical, such Read More
Source: devclass.com AWS has quietly open sourced an open source tool kit it claims will “democratise” machine learning by removing much of the hand tooling data scientists currently fill their time with. The cloud to everything giant’s AutoGluon slipped onto GitHub last year, under the Apache 2 license, but AWS is only now cranking up the publicity Read More
Source: aithority.com Oracle’s Data Science is helping retailers find their top future customers using data science. A new offering from Oracle Retail, Consumer Insights aids retailers in understanding the characteristics of their best customers then extends those traits to find similar potential customers among the petabytes of third-party consumer data in Oracle Data Cloud. This enables Read More
Source: healthitanalytics.com Artificial intelligence is often seen as the silver bullet to the healthcare industry’s numerous problems. Machine learning technologies have been shown to more quickly and accurately read radiology scans, identify high-risk patients, and reduce provider’s administrative burden. But recent studies have revealed the inherent bias perpetuated by using these algorithms in clinical practice, concerning many that these technologies are more harmful Read More
Source: towardsdatascience.com Machine learning is a powerful concept of finding patterns from data. However, if you have tried building a machine model from scratch, you should be aware of the challenges involved in designing a scalable machine learning workflow. Labeling, training, and fine-tuning parameters are all time-consuming activities involved in building a machine learning model Read More
Source: expresscomputer.in Researchers, including two of Indian-origin, have demonstrated that machine-learning algorithms can monitor online social media conversations as they evolve, which could one day lead to an effective and automated way to spot online trolling. Prevention of online harassment requires rapid detection of offensive, harassing, and negative social media posts, which in turn requires Read More
Source: msdynamicsworld.com The 2020s are now underway, but for the Microsoft Azure world, it’s been a slow start. As 2019 drew to a close, both of the big holidays this season fell in the middle of the week, meaning a nearly two week lull with few announcements from Microsoft or its partners and ISVs. With Read More
Source: indiatoday.in It is surprising how much can the world change in a few years. Today, machines can see (a field popularly known as Computer Vision), they can hear (Hi Alexa!) and understand our language (field called Natural Language Processing) to a good degree. And they are only going to get better from here. On Read More
Source: builtin.com Machine learning does exactly what it says on the tin. It is a method by which a computer program can “automatically learn and improve from experience without being explicitly programmed.” Now, what does that mean? Let’s breakdown a few concepts. PREDICTIVE MODELING AND LEARNING Consider how a living creature learns something. Say there’s Read More
Source: analyticsinsight.net Machine learning has become omnipresent today with applications extending from precise diagnosis of skin diseases and cardiac arrhythmia to recommendations on streaming channels and gaming. However, in the distributed machine learning scheme, imagine a scenario where one ‘laborer’ or ‘peer’ is undermined. In what capacity can the aggregation framework be strong to the Read More
Source: enterprisetalk.com As firms move towards the adoption of machine learning, Artificial Intelligence (AI) is generating substantial security risks. One of the most significant risks associated with AI remains the ML-based models operating as “black boxes.” The deep learning models composed of artificial neural networks have complicated the process of deriving automated inferences. These complications increase the risks associated Read More
Source: cnbctv18.com What’s in store for all of us in the future is that artificial intelligence (AI) in some form or other is here to stay. In all aspects of our lives. There might be robots at home to help us with chores instead of maids and of course, there will be plenty of AI Read More
Source: hrtechnologist.com “Deep-learning will transform every single industry,” said Andrew Ng, a Chinese-American scientist excelling in machine learning and AI. McKinsey’s forecast on machine learning backs up his statement claiming that by 2030, AI will have a significant impact of $13 trillion on the global economy. The Human Resource department will also witness the influence Read More
Source: dqindia.com Piyush Goyal, Commerce and Industry and Railways Minister, inaugurated the National Stock Exchange (NSE) Knowledge Hub in New Delhi, an Artificial Intelligence (AI) powered learning ecosystem that will assist the banking, financial services and insurance (BFSI) sector, according to a PIB release. “I believe the next phase of India’s growth will be knowledge-driven,” Read More
Source: healthdatamanagement.com While artificial intelligence has the potential to address the epidemic of diagnostic errors in healthcare, the industry must overcome the challenges and limitations of these new digital tools. That’s the contention of a new book on clinical decision support co-authored by John Halamka, MD, president of the Mayo Clinic Platform, and healthcare writer Read More
Source: fool.com Baidu (NASDAQ:BIDU) and Alphabet’s (NASDAQ:GOOG) (NASDAQ:GOOGL) Google both develop artificial intelligence technologies like machine learning, deep learning, and neural networks. Both companies use those AI technologies to crunch data from their similar ecosystems, which include market-leading search engines, cloud services, streaming media platforms, voice assistants, and smart speakers. Yet Baidu’s ecosystem is mostly Read More
Source: expresscomputer.in The human brain is complicated and for all the right reasons. A pathway of neurons, millions of cells, creating a response to stimuli and observation, all of this working simultaneously to help our brain give an appropriate response. Furthering its greatness, the brain is constantly observing and learning. A well-known learning method- ‘learning by Read More
Source: physicsworld.com What is the actual structure of graphene oxide nanoflakes? This question is important for optimizing the properties of the carbon material in real-world applications, and researchers at CSIRO in Australia have now tried to answer it using machine learning. Their approach uses over 20,000 possible structure candidates to find truly representative models and is Read More
Source: thenextweb.com No other technology was more important over the past decade than artificial intelligence. Stanford’s Andrew Ng called it the new electricity, and both Microsoft and Google changed their business strategies to become “AI-first” companies. In the next decade, all technology will be considered “AI technology.” And we can thank deep learning for that. Read More
Source: Realising the importance of data, Indian enterprises are leveraging it to enhance customer experience, employee productivity and business growth. According to Forrester, insights-driven companies will earn $1.8 trillion by 2021. This journey of maximising data starts with the building of a data lake. Insights drive productivity, cost efficiency, newer opportunities “A massive data lake aggregates Read More
Source: rtinsights.com Many companies are starting to embed continuous intelligence (CI) using artificial intelligence (AI) and machine learning (ML) into business processes. And the trend is expected to continue. Gartner notes that by 2022, more than half of major new business systems will incorporate CI that uses real-time context data to improve decisions. This will require new Read More
Source: infoworld.com ML (machine learning) is handy stuff. Now that public cloud computing has made it cheap, I’m seeing all types of cloud-based applications applying this technology effectively. Basically, there are three types of machine learning. Supervised learning means we have to train the knowledge base directly, providing labels for data, such as an image Read More