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Deep Learning for NLP: Creating a Chatbot with Keras! - KDnuggets

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In the previous post, we learned what Artificial Neural Networks and Deep Learning are. Also, some neural network structures for exploiting sequential data like text or audio were introduced. If you haven't read that post, you should sit back, grab a coffee, and slowly enjoy it. It can be found here. This new post will cover how to use Keras, a very popular library for neural networks to build a Chatbot. The main concepts of this library will be explained, and then we will go through a step-by-step guide on how to use it to create a yes/no answering bot in Python.


Canon Medical Introduces Aquilion ONE / PRISM Edition Combining Deep Learning Reconstruction and Wide-Area Spectral CT

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Combining the power of Canon Medical's Advanced intelligent Clear IQ Engine (AiCE) with Deep Learning Spectral Reconstruction imaging capabilities, Canon Medical Systems USA, Inc. introduces the Aquilion ONE / PRISM Edition, a spectral CT system designed for deep intelligence. The advanced system integrates artificial intelligence (AI) technology to maximize conventional and spectral CT capabilities and automated workflows while providing intelligent clinical insights to assist physicians in making more informed decisions across the patient's care cycle. The Aquilion ONE / PRISM Edition offers opportunity for innovation within medical imaging with the power to illuminate clinical insights and initiate business opportunities designed to improve patient outcomes. "The intelligent technologies that make up the Aquilion ONE / PRISM Edition give healthcare providers the clinical confidence they need to reach new heights – from both a clinical and business perspective," said Erin Angel, managing director, CT Business Unit, Canon Medical Systems USA, Inc. "Canon Medical's deep learning reconstruction technology is pushing routine diagnostic imaging into the age of AI assisted imaging, revolutionizing patient care by enabling improved diagnostic confidence. We are committed to delivering products that aren't just a glimpse into the future of imaging - they are the future of imaging."


AI Takes on Popular Minecraft Game in Machine-Learning Contest

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To see the divide between the best artificial intelligence and the mental capabilities of a seven-year-old child, look no further than the popular video game Minecraft. A young human can learn how to find a rare diamond in the game after watching a 10-minute demonstration on YouTube. Artificial intelligence (AI) is nowhere close. But in a unique computing competition ending this month, researchers hope to shrink the gap between machine and child--and in doing so, help to reduce the computing power needed to train AIs. Competitors may take up to four days and use no more than eight million steps to train their AIs to find a diamond.


Fujitsu Develops New "Actlyzer" AI Technology for Video-Based Behavioral Analysis - Fujitsu Global

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Fujitsu Laboratories Ltd. and Fujitsu Research and Development Center Co., Ltd. have innovated an AI technology for video-based behavioral analysis. Dubbed "Actlyzer", the tech can recognize a variety of subtle and complex human activities without relying on large amounts of training data. Deep learning technologies conventionally demand large amounts of video data for training systems to recognize individual behaviors, and video data must be collected from scratch in order to add each new behavior. This time-consuming process means that it can often take several months to introduce functional AI into the field. Taking advantage of the fact that human behaviors generally consist of a combination of basic movements and actions, (e.g.


AI Use Case Manager – Model Methodology ai-jobs.net

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Do you have the know-how to apply business analysis techniques to deliver innovative solutions? Are you able to challenge the status quo? Are you able to understand business drivers and developments, and explain in a succinct and understandable manner? We're looking for a Use Case Manager who will: • interact and closely engage with all relevant stakeholders to establish risk identification, control and supervision to support AI and machine learning solutions • define requirements and functional specifications for the model developers • manage the development process through production and solution transfer to the stakeholders Methodologies and Models within Group Compliance, Regulatory and Governance is a newly established unit which uses state of the art AI/Machine Learning based solutions, covering the entire non-financial risk control and compliance space. Our mandate is to design and build the next-generation methodology set and AI development pipeline & tooling in an end-to-end responsibility.


How we deal with Big Data could determine how our descendants live

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It is striking when you find yourself living at major inflection points of history. After all, there is no such thing as quiet times. The 1990s, for instance, seem like a distant quiet time. But in that period, ethnic cleansing in Bosnia and Rwanda were happening. O.J. Simpson's "trial of the century" has faded into the mist of history.


Estonia is Using AI To Help Clear Legal Backlog

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Artificial Intelligence is currently playing a significant role in our everyday life. Whether we're trying to classify plant species, Netflix viewing preferences or mortgage suitability, we depend on AI to handle it all for us. While having AI make everyday decisions for us is somewhat acceptable, using machines to determine guilt or innocence in court may seem a step too far. But the Estonian government doesn't think so. According to Wired, the Estonian Ministry of Justice has officially asked the country's chief data officer, Ott Velsberg, to design a robot judge.


Blend of creativity and technological skills gives women an edge in AI - SiliconANGLE

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Because these differences in thought are the things that create new ideas that really innovate, that drive those business transformations, that drive the changes in the way that we do things."


Career Opportunities: Internal Research Fellow (PostDoc) in Advanced Software Technologies (8261)

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ESA is an equal opportunity employer, committed to achieving diversity within the workforce and creating an inclusive working environment. Applications from women are encouraged. This post is classified F2 on the Coordinated Organisations' salary scale. This covers all life-cycle aspects from requirements specification to development, verification, validation and maintenance. Within this division, the Software Technology Section is aiming at exploring the use of new technologies in the different areas. Planning techniques to increase the on-board autonomy, e.g.


Need for degree courses, professional training programmes in Artificial Intelligence: Experts

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New Delhi, Nov 30 (PTI) There is a need for degree courses and professional training programmes in Artificial Intelligence (AI) with the changing technology landscape, according to industry and academic experts. While the Central Board of Secondary Education (CBSE) has already introduced AI as an optional subject in schools, no full fledged degree courses are available in the area in the country besides few short term courses. 'In the digital era and rapidly-evolving business landscape, AI is influencing a range of industries and altering the job roles. The world is looking at AI for its widespread applications in almost every industry and is considered to be the next big technological shift in industrial and smartphone revolution. The need of the hour is to make AI education more focused and easily available,' said Varun Dhamija, Vice President, Pearson Professional Programs (PPP). 'According to our recent survey, 60 pc Indians believe that the world is shifting to a model where people participate in education over a lifetime which makes it age agnostic.