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Google AI

Google’s TensorFlow Lite Model Maker adapts state-of-the-art models for on-device AI

Source: venturebeat.com Google today announced TensorFlow Lite Model Maker, a tool that adapts state-of-the-art machine learning models to custom data sets using a technique known as transfer learning. It wraps machine learning concepts with an API that enables developers to train models in Google’s TensorFlow AI framework with only a few lines of code, and to deploy those Read More

Microservices

E-Commerce Monoliths Or Microservices? The Answer May Be In The Middle

Source: forbes.com A decade ago, when everyone was still wrapping their heads around the idea of cloud computing, one ongoing point of concern was the fear of vendor lock-in. The idea was that if you relied on a single company to provide all of your cloud services from top to bottom, you would be locked Read More

Artificial Intelligence

Artificial Intelligence and Bias Removal: A Herculean Task

Source: dqindia.com Google’s algorithm for detecting hate speech tended to punish tweets written by African Americans, classifying 46% of non-offensive messages as hate language, even if they were not, according to a report by MIT Technology Review. How did it happen? Algorithms that are focused on classifying text messages usually operate with keywords, which are included Read More

Reinforcement Learning

Researchers Develop New Way to Increase Energy Efficiency of Smart Computers

Source: unite.ai Researchers from the Cockrell School of Engineering at The University of Texas at Austin have discovered a new way to increase the energy efficiency of smart computers. This comes during a time when there is an increased need for energy in order to process massive amounts of data, a result of newly developed Read More

Artificial Intelligence

Artificial intelligence is evolving all by itself

Source: sciencemag.org Artificial intelligence (AI) is evolving—literally. Researchers have created software that borrows concepts from Darwinian evolution, including “survival of the fittest,” to build AI programs that improve generation after generation without human input. The program replicated decades of AI research in a matter of days, and its designers think that one day, it could Read More

Data Robot

Facebook’s AI teaches robots to navigate environments using less data

Source: venturebeat.com In a recent paper published on the preprint server Arxiv.org, researchers at Carnegie Mellon, Facebook, and the University of Illinois Urbana-Champaign propose Active Neural Simultaneous Localization and Mapping (Active Neural SLAM), a hierarchical approach for teaching AI agents to explore environments. They say that it leverages the strength of both classical and AI-based path- and Read More

Big Data

APP-based big data help solve enforcement difficulties

Source: vantageasia.com According to article 484 of the Interpretations of the Supreme People’s Court on the Application of the Civil Procedure Law, after the enforcement process begins, the person subject to enforcement shall appear before the court to accept investigation and questioning after being lawfully summoned by the court. In reality, however, there are a Read More

Data Science

Data Analytics Shortcuts Reduce the Need for Roomfuls of Data Scientists

Source: rtinsights.com Every company aspires to be data-driven, but it takes expertise and investment over long periods of time to attain this. In an era of change and disruption, the months — or perhaps years — it takes to build and deploy data analytics solutions may be too late for a struggling company. It also Read More

Machine Learning

How machine learning is changing financial services

Source: fintechmagazine.com How is artificial intelligence and machine learning changing the financial services industry? Imperva’s Grainne McKeever explains Artificial intelligence (AI) has become integrated into our everyday lives. It powers what we see in our social media newsfeeds, activates facial recognition (to unlock our smartphones), and even suggests music for us to listen to. Machine learning, a subset of Read More

Machine Learning

Object storage vendors turn to analytics, AI, machine learning

Source: searchstorage.techtarget.com Nvidia’s recent acquisition of SwiftStack to bolster its artificial intelligence stack underscored the ways that object storage is expanding beyond backing up and archiving cold data. High-performance object stores are taking on artificial intelligence (AI), machine learning, analytics and container-based workloads, as enterprises try to gain insight into their unstructured data. Some use fast Read More

Deep Learning

Deep Learning Helps Robots Control Their Limbs

Source: asianscientist.com In a study published in IEEE Robotics and Automation Letters, researchers have shown that walking robots spontaneously developed coordinated limb control when trained using deep learning. Human motor control can execute complex movements naturally, efficiently and without much thought involved. This is because of motor synergy in the central nervous system (CNS), which Read More

Data Science

CCM Receives NSF Grant to Launch Data Science Certificate Program

Source: parsippanyfocus.com MORRIS COUNTY — County College of Morris (CCM) has received a $235,000 grant from the National Science Foundation (NSF) to support the launch of a Data Science Certificate program. According to the U.S. Bureau of Labor Statistics (BLS), there is a high demand for data scientists, whose work involves managing, analyzing and interpreting Read More

Machine Learning

Overcoming AI and Machine Learning barriers in manufacturing

Source: manufacturingglobal.com There has been a considerable amount of hype around Artificial Intelligence (AI) and Machine Learning (ML) technologies in the last five or so years. So much so that AI has become somewhat of a buzzword – full of ideas and promise, but something that is quite tricky to execute in practice. At present, Read More

Data Science

OmniSci and Z by HP Accelerate Data-Driven Workflows

Source: aithority.com OmniSci, the pioneer in accelerated analytics, and Z by HP announced a collaboration to bring the power of advanced data analytics to the HP Z8, the world’s most powerful workstation. As a preloaded component in the Z8 Workstation Evaluation Program, OmniSci’s accelerated analytics platform gives data scientists and analysts the ability to directly interrogate massive Read More

Microsoft Azure Machine Learning

Zscaler Buys Cloud Security Startup Cloudneeti

Source: sdxcentral.com Zscaler will acquire Cloudneeti for an undisclosed amount in a deal that adds cloud security posture management (CSPM) to its platform. CSPM companies provide security processes and tools to prevent and fix cloud misconfigurations. This is important because these misconfigurations are the leading cause of data breaches and compliance violations in cloud applications — the Capital One data Read More

Artificial Intelligence

NEUROMORPHIC CHIPS: THE THIRD WAVE OF ARTIFICIAL INTELLIGENCE

Source: analyticsinsight.net The age of traditional computers is reaching its limit. Without innovations taking place, it is difficult to move past the technology threshold. Hence it is necessary to bring major design transformation with improved performance that can change the way we view computers. The Moore’s law (named after Gordon Moore, in 1965) states that Read More

Reinforcement Learning

Scientists’ next AI agenda: Making machines learn ‘common sense’ and ‘teach’ themselves

Source: ibtimes.sg Artificial intelligence (AI) seems to be taking over the world and is even helping us combat the ongoing coronavirus pandemic, but so far it has been a product of human supervision – we teach computers to see patterns, just like we teach children to read. However, researchers believe the future of AI depends on systems Read More

Microservices

5 core components of microservices architecture

Source: A microservices architecture — as the name implies — is a complex coalition of code, databases, application functions and programming logic spread across servers and platforms. Certain fundamental components of a microservices architecture bring all these entities together cohesively across a distributed system. In this article, we review five key components of microservices architecture Read More

Google AI

Google AI calling service DUPLEX reaches new destinations (Australia, Canada and UK)

Source: digitalinformationworld.com In the world of technology and devices, nothing remain constant, everything changes with time. It was a time when Facebook was a social media platform where people could express their opinion but now it is hub of marketing, business and journalism. Similarly Google is also expanding. It has started producing phones and started Read More

AI-ONE

4 Ways AI Is Making the World a Safer Place

Source: entrepreneur.com In only a few weeks, the COVID-19 pandemic has completely disrupted our normal way of life. With many businesses shutting their doors or transitioning to a work-from-home system, adaptability to a constantly changing situation will prove key for the survival of organizations large and small. Despite everything that is going on, however, the pandemic is Read More

Python

Python is a tool you need in your developer skillset, and this 6-course package can be your introduction.

Source: thenextweb.com TLDR: Python is one of the coding languages any programmer needs to know, so the Coding with Python Ultimate Training can be the guidebook for anyone to help pick it up quickly. Working from home is great for convenience, but with so many potential distractions, it isn’t always the best for productivity. So if Read More

Microsoft Azure Machine Learning

BlackRock to host Aladdin platform on Microsoft cloud

Source: thetradenews.com BlackRock has confirmed that its flagship investment operations platform Aladdin will be hosted on the Microsoft Azure cloud platform. As part of a strategic partnership, BlackRock said the move to Microsoft Azure will both accelerate innovation on Aladdin with more computing scale, and bring new capabilities to users to improve client experience. BlackRock Read More

Reinforcement Learning

WHAT’S NEXT IN AI? SELF-SUPERVISED LEARNING

Source: analyticsinsight.net Self-supervised learning is one of those recent ML methods that have caused a ripple effect in the data science network, yet have so far been flying under the radar to the extent Entrepreneurs and Fortunes of the world go; the overall population is yet to find out about the idea yet lots of AI society Read More

AI-ONE

Amid COVID-19, CIOs Prioritize Cybersecurity, Cloud, AI

Source: virtualizationreview.com The COVID-19 pandemic has shifted the top concerns of enterprise CIOs, who are now prioritizing their spending on areas such as cybersecurity, public cloud, infrastructure and AI/ML. That’s according to a new survey from Adobe, who teamed up with Fortune to measure “How A Remote Workforce Is Shifting CIO Priorities.” “Amid the uncertainty of COVID-19, Read More

Data Science

Introducing Neo4j for Graph Data Science, the First Enterprise Graph Framework for Data Scientists

Source: aithority.com Neo4j, the leader in graph technology, announced the availability of Neo4j for Graph Data Science, the first data science environment built to harness the predictive power of relationships for enterprise deployments. The unpredictability of the current economic climate underscores the need for organizations to get more value out of existing datasets, continually improve predictive Read More

Machine Learning

Machine learning reveals new candidate materials for biocompatible electronics

Source: phys.org Scientists and engineers are on a quest to develop electronic devices that are compatible with our bodies: think of materials that can help wire neurons back together after brain injuries, or diagnostic tools that can easily be absorbed within the body. A family of self-assembling peptides, called π-conjugated oligopeptides, has shown promise for becoming Read More

Deep Learning

Fintech Startup Uses AI And Deep Learning To Provide Platform Solutions To Businesses

Source: expresscomputer.in Zaggle had a turnover of INR 1800 Cr in FY 2018-19 and aims to target INR 3500 Cr in FY 2019-2020. The company has successfully provided innovative and disruptive fintech solutions to over 3500+ Corporates Clients and has Merchant Partner Relationship with over 8500 + merchants and has 3.5 million users. Their eminent list of clients includes Microsoft, Vodafone, Read More

Python

Become a Python Pro in No Time with this Bundle

Source: interestingengineering.com Ever wanted to learn Python? The complex coding language can be hard to master but not with this bundle: Coding with Python: The Ultimate Training for Aspiring Developers Bundle. The bundle offers over 91 hours of instruction on basic to advanced Python programming from top-rated instructors such as Jose Salvatierra and Rob Percival. The Read More

Google AI

Google releases SimCLR, an AI framework that can classify images with limited labeled data

Source: venturebeat.com A team of Google researchers recently detailed a framework called SimCLR, which improves previous approaches to self-supervised learning, a family of techniques for converting an unsupervised learning problem (i.e., a problem in which AI models train on unlabeled data) into a supervised one by creating labels from unlabeled data sets. In a preprint Read More

Microservices

Analyst Watch: 3 steps to becoming cloud native

Source: sdtimes.com What is a cloud-native enterprise and how does an enterprise achieve that designation? A cloud-native enterprise is one that specializes in cloud-native development, or development that is optimized for distributed infrastructures.  Examples of distributed infrastructures include hybrid clouds — on-premises applications that use products and services from a multitude of sources and applications Read More