Tag: Automated

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Machine Learning

HOW HAS AUTOMATED PREDICTIVE ANALYSIS DEVELOPED OVER THE YEARS

Posted on | by aiuniverse

Source – https://www.analyticsinsight.net/ Automated predictive analysis is making way for the greatest transformations in the industries! Automated predictive analysis, or predictive analytics, uses historical data to predict future events. Throughout history, humans are obsessed with predicting the future. The fear of the unknown has led several scientific researchers and professors to develop technologies that can determine Read More

Machine Learning

How to avoid overfitting in machine learning models

Posted on | by aiuniverse

Source: searchenterpriseai.techtarget.com Overfitting is a common modeling error all enterprises who deploy machine and deep learning will encounter. When machine learning models allow noise, random data or natural fluctuations in data to dictate target functions, the model suffers in its ability to generalize new data beyond its training set.  Data scientists must build their models Read More

Data Mining

New method enables automated protections for sensitive data

Posted on | by aiuniverse

Source: news.psu.edu UNIVERSITY PARK, Pa. — Just as people need to protect their sensitive data, such as social security numbers, manufacturing companies need to protect their sensitive corporate data. There are currently fewer protections for proprietary manufacturing information, making it a ripe environment for corporate data theft of such things as design models. A particular Read More

Deep Learning

Hypatos, deep learning based document processing startup, raises $11.8M

Posted on | by aiuniverse

Source: marktechpost.com Hypatos, a Germany and Poland based automation startup, raised around $11.8 million in a seed funding round. Many companies like Blackfin Tech, UVC Partners, Grazia Equity, and Plug Ventures participated in the round. The company will use these funds to widen its scope of documents for automated document processing. Hypatos will also focus Read More

Data Science

WILL AUTOMATION PUT AN END TO DATA SCIENCE JOBS?

Posted on | by aiuniverse

Source: analyticsinsight.net Data scientists are at present particularly popular. In any case, there is simply a question regarding whether they can automate themselves out of their positions. Can artificial intelligence replace data scientists? Assuming this is the case, how much can their tasks be automated? Gartner as of late stated that 40% of data science tasks will Read More

Artificial Intelligence

How artificial intelligence fuels revenue growth management

Posted on | by aiuniverse

Source: dqindia.com Companies operating in the Consumer Packaged Goods (CPG) segment work under a unique ecosystem. They have to strike a balance between maintaining top-line revenue growth and managing sustainable profit margins. The reason why the task becomes difficult is because they have to do so while managing a dynamic set of operations. Moreover, a Read More

Big Data

Big Data Exchange opens data centre doors in Singapore, takes over Telstra facility

Posted on | by aiuniverse

Source: sg.channelasia.tech Big Data Exchange (BDX) has officially opened a new data centre in the Paya Lebar area of Singapore, more than three months after acquiring the facility from Telstra. Branded as SIN1, the new facility houses 1,800 racks with a 7.3MW power capacity, holding certificates such as UpTime Tier 3+ Design, SS564 GreenMark Gold Plus, Read More

Machine Learning

Can automated feature engineering produce machine learning that finally lives up to its name?

Posted on | by aiuniverse

Source: itproportal.com Automated machine learning (ML) sounds like the stuff of business leaders’ dreams. Take the question, ‘which customers should we focus our marketing budget on this year?’ ML can now deliver robust answers to these types of business questions even faster than before, through greater use of automation. Data in at one end, seriously Read More

Uncategorized

Google’s deep learning outperforms general pathologists in prostate biopsies

Posted on | by aiuniverse

Source: labpulse.com A deep-learning system developed at Google outperformed general pathologists for Gleason grading of prostate cancer biopsies, company researchers reported in JAMA Oncology online July 23. The research comes from a deep-learning/artificial intelligence (AI) research team at Google Health in Palo Alto, CA. For the study, performance of the deep-learning system and general pathologists were compared Read More

Artificial Intelligence

Why are Artificial Intelligence systems biased?

Posted on | by aiuniverse

Source: thehill.com A machine-learned AI system used to assess recidivism risks in Broward County, Fla., often gave higher risk scores to African Americans than to whites, even when the latter had criminal records. The popular sentence-completion facility in Google Mail was caught assuming that an “investor” must be a male. A celebrated natural language generator called GPT, with Read More

Robotics

Robotics in research – freeing up time for socially-distanced innovation?

Posted on | by aiuniverse

Source: techhq.com The disruption caused by the coronavirus has highlighted, time and again, how our pre-pandemic obsession with ‘going automated’ across industries held water. But away from production lines and other blue-collar applications, the University of Liverpool (UoL), UK has shown how robots can carry huge benefits by working non-stop within the bounds of academia Read More

Machine Learning

6 ways to reduce different types of bias in machine learning

Posted on | by aiuniverse

Source: searchenterpriseai.techtarget.com As companies step up the use of machine learning-enabled systems in their day-to-day operations, they become increasingly reliant on those systems to help them make critical business decisions. In some cases, the machine learning systems operate autonomously, making it especially important that the automated decision-making works as intended. However, machine learning-based systems are Read More

Robotics

Dishcraft Robotics is using robots to save reopening restaurants from creating more waste

Posted on | by aiuniverse

Source: techcrunch.com Dishcraft Robotics has a simple pitch to corporate kitchens and restaurants that could potentially save tons of single use plastic, non-compostable takeout containers, dishware and cutlery from ending up landfills. Use its cleaning service that will drop off all the clean, reusable dishware and cutlery a restaurant or corporate kitchen could possibly need Read More

Data Science

The future of Data Science is here and it’s Automated Machine Learning

Posted on | by aiuniverse

Source: morningpicker.com The companies are trying to utilize most of the facilities that the Data Science programs felicitate for them. Thus, they all are adopting Automated Machine Learning broadly. This has to lead to the scientists questioning the organization about their values and about what the Automated Machine learning offers that they cannot. Well, to Read More

Deep Learning

Deploying more conversational chatbots

Posted on | by aiuniverse

Source: mit.edu The comedian Bill Burr has said he refuses to call into automated customer service lines for fear that, years later on his death bed, all he’ll be able to think about are the moments he wasted dealing with chatbots. Indeed, the frustrating experience of trying to complete even the most straightforward task through Read More

Machine Learning

MindsDB raises $3 million for open source automated machine learning

Posted on | by aiuniverse

Source: venturebeat.com MindsDB today announced it has raised $3 million to grow its automated machine learning platform made for data scientists and developers to quickly train and deploy models. The open source platform has been downloaded more than 250,000 times through Python pip installs or software with a graphic user interface and has been used by Read More

Data Robot

DataRobot Unveils Latest Version of Enterprise AI Platform, Introducing Visual AI, AI Applications, and Automated Deep Learning

Posted on | by aiuniverse

Source: DataRobot, the leader in enterprise AI, announced enhancements to its enterprise AI platform, including AI Applications, Automated Deep Learning, and Visual AI. These new introductions further unlock the value of AI by putting the power of AI into the hands of more users and making it simpler to build and deploy deep learning models. “Subject Read More

Data Mining

Moving towards automated mapping

Posted on | by aiuniverse

Source: geospatialworld.net We are witnessing the impact of evolving technology on multiple levels: data collection, analysis, storage, output representation. The cutting-edge collection techniques can gather much more data than ever before at the fastest rates possible. Not just the same data we once obtained, but data sets that now include new metrics such as color, intensity, even temperature. LIDAR data, for Read More

Machine Learning

5 Innovative Applications of Automated Machine Learning

Posted on | by aiuniverse

Source: aithority.com Machine Learning is a popular expression in the innovation world at this moment, it represents a significant step forward in how PCs can learn. The requirement for Machine Learning Engineers is high in demand and this flood is due to evolving innovation and generation of huge measures of information known as Big Data. Automated Machine Learning consolidates Read More

Machine Learning

TOP 10 AUTOMATED DATA SCIENCE AND MACHINE LEARNING PLATFORMS IN 2020

Posted on | by aiuniverse

Source: analyticsinsight.net The employment of Data Science and Machine Learning technologies is at a peak. We can see several software and tools with various innovative features in the market that serve us with the efficiency of new-age data technologies that can potentially increase a business’s efficiency and value proposition. With continuous evolution at scale such solutions too, Read More

Machine Learning

Cracking Machine Learning to speed up client service

Posted on | by aiuniverse

Source: intelligentcio.com Nedbank Insurance, part of the Nedbank Group that employs over 31,000 people across South Africa, has utilised Machine Learning and Design Thinking to help speed up how it processes emails. Challenge Today, every business has an email address. And if you’re a financial services organisation with many business sections and over a million Read More

Deep Learning

Why 2020 will be the Year of Automated Machine Learning

Posted on | by aiuniverse

Source: gigabitmagazine.com. As the fuel that powers their ongoing digital transformation efforts, businesses everywhere are looking for ways to derive as much insight as possible from their data. The accompanying increased demand for advanced predictive and prescriptive analytics has, in turn, led to a call for more data scientists proficient with the latest artificial intelligence Read More

Artificial Intelligence

Artificial intelligence: Tackling the risks for consumers

Posted on | by aiuniverse

Source: moderndiplomacy.eu Artificial intelligence and automated decision making processes can pose certain threats to consumers. Find out how the European Parliament wants to protect them. What is artificial intelligence and why can it be dangerous? As learning algorithms can process data sets with precision and speed beyond human capacity, artificial intelligence (AI) applications have become Read More

Microservices

Instana Adds Vsphere Support To Automated Microservice Application And Infrastructure Monitoring Solution

Posted on | by aiuniverse

Source: devops.com Chicago – January 29, 2020 – Instana, the leading provider of automatic Application Performance Management (APM) solutions for microservice applications, today announced new capabilities for monitoring the VMware vSphere Suite, as well as applications running on vSphere infrastructure. Known for the ability to correlate infrastructure and application performance metrics and deliver actionable information Read More

Artificial Intelligence

Artificial Intelligence: 69% of routine work currently done by managers will be completely automated by 2024, says Gartner

Posted on | by aiuniverse

Source: financialexpress.com By 2024, artificial intelligence (AI) and emerging technologies such as virtual personal assistants and chatbots will replace almost 69 per cent of the manager’s workload, predicts research and advisory firm Gartner, Inc. Such technologies are rapidly making headway into the workplace, Gartner said. “The role of manager will see a complete overhaul in Read More

Machine Learning

Will machine learning be mandatory for everyone to learn?

Posted on | by aiuniverse

Source: asianage.com Rishab Bhatt, one of the best names in the computing world, is a software and web developer based in Toronto, Canada. Over the years, he has done a lot of trials and errors, after which he established a website named ‘Simple.Savr’, a text and file-sharing website with more than 60K users per month Read More

Machine Learning

Machine Learning Helping Us Mitigate the Effects of Climate Change

Posted on | by aiuniverse

Source: earthmaven.io Throughout the last 650,000 years, there have been seven ice ages. The most recent, around 7,000 years ago, marked the beginning of the modern climate era and human civilization. This current shift in the earth’s environment is significant, as it’s more than 95 percent likely induced by human activity, such as the burning of Read More

Data Robot

DataRobot is acquiring Paxata to add data prep to machine learning platform

Posted on | by aiuniverse

Source: techcrunch.com DataRobot, a company best known for creating automated machine learning models known as AutoML, announced today that it intends to acquire Paxata, a data prep platform startup. The companies did not reveal the purchase price. Paxata  raised a total of $90 million before today’s acquisition, according to the company. Up until now, DataRobot  has concentrated mostly on Read More

Data Science

Automated tools broaden the future scope of data science

Posted on | by aiuniverse

Source: searchbusinessanalytics.techtarget.com Data science tools now automate various pieces of the analytics process, from data preparation to model selection. And automation will only broaden the future scope of data science. According to most analytics and artificial intelligence experts, trends like augmented analytics will only increase the efficiency and reach of data science within the enterprise. Even with Read More

Deep Learning

Researchers use deep learning method to delve into predicting RNA structures in world first

Posted on | by aiuniverse

Source: phys.org In a world-first, a team of Griffith University researchers has used an artificial intelligence method to better predict RNA secondary structures, with the hope it can be developed into a tool to better understand how RNAs are implicated in various diseases such as cancer. In all forms of life, ribonucleic acid (RNA) is Read More