June 02, 2021
Do Not Affect The Outputs Significantly
They focused on finding the right measurements from the data.Shrivastava earned an integrated MS and BS in mathematics and computing from the Indian Institute of Technology, Kharagpur in 2008 and a PhD in computer science from Cornell University in 2015, the same year he joined the Rice faculty."I design hashing and sketching algorithms, a class of randomised algorithms that can process humongous data sets in seconds. With big data, were realising that standard techniques fail to address new constraints of computations, energy, memory and other resources," he said."Can we redesign current machine-learning processes that rely only on operations that are efficient and do not affect the outputs significantly? That is the central question in my research," he said. Most of the machine-learning algorithms still in use were developed from the 1960s through the 1980s," he said.Anshumali Shrivastava was one of high speed knitting machine the recipients of the CAREER awards given to about 400 scholars each year across all disciplines to support the research and educational development of young scholars likely to become leaders in their fields.
Indian-American computer scientist Anshumali Shrivastava.An Indian-American computer scientist has won National Science Foundations prestigious CAREER award for his research on redesigning current machine-learning processes.Shrivastava hopes to come up with clever algorithmic strategies to enable faster, more scalable computations required by big data and machine-learning technologies.The award is given to about 400 young scholars each year across all disciplines to support their research and educational development.."My research leverages the existing algorithmic advances for pushing machine learning to the extreme scale," said Shrivastava, an assistant professor of computer science at Rice university.CAREER awards are the National Science Foundations most prestigious awards exemplifying the role of teacher-scholars through research, education and the integration of education and research."They were not designed with computational complexity in mind. Most of the measurements are now quite expensive to compute. The award comes with a federal grant for research and education activities for five consecutive years.
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May 19, 2021
Removed In The Second Quarter
Roughly 1,00,000 videos propagating hate speech, 17,000 channels and 500 million comments have been removed during the time period Youtube has informed stakeholders, media and its users that due to the implementation of its hate speech policy it has removed 5 times more hateful videos, channels and twice the problematic comments.Youtube has informed stakeholders, media and its users that due to the implementation of its hate speech policy it has removed 5 times more hateful videos, channels and twice the problematic comments. The time period for this was between April and June of this year however, the company attributed the spike to removals of older comments and videos in a blog post.
Roughly, a total of 1,00,000 videos propagating hate speech, 17,000 channels and 500 million comments have been removed during the time period for violating its hate speech policy it added.Like other social media platforms, Youtube is also dealing with the problem of curbing fake news, racist slurs, anti-semitic content,etc. from propagating on its website. For this, it said that the company has instituted an ‘intelligence desk’. This shall be a team that ‘monitors the news, social media and user reports in order to detect new trends surrounding inappropriate content, and works to make sure our teams are prepared to address them before they can become a larger issue’.
While this is going on, on the frontiers of the battle Youtube has put up its workforce as well as technology, to filter out content needing review. In fact, using and improving machine learning since 2017, the company said that 87% of the 9 million videos it removed in the second quarter of 2019 were already flagged by its automated systems.The company is also working on reducing exposure to such hate speech beforehand. Through this, it has removed a number of videos even before they were published like those Sock Flat Knitting Machine on child abuse and terrorist recruitment. This it did, it said in its blog, using digital fingerprints. Nearly 30,000 of the videos it removed last month generated just 3% of the views that knitting videos did over the same time period. 81.5% of its videos are deleted before any views come in.
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May 12, 2021
Stages Of The Customer Lifecycle
"The survey results underscore that there is still a tremendous opportunity for telcos to utilize analytics throughout the customer journey,†said Shawna Morgan, senior director for telecommunications, media, entertainment, and technology, FICO.â€Other data points of note:-A large majority - 81 per cent - are using or plan to use analytics in marketing and advertising campaigns.-70 per cent are still using a reactive and rules-based approach to fraud, with just over a quarter using machine learning and predictive models. However, communications service providers (CSPs) are increasingly recognizing the need to become more data-driven in order to improve their decision-making and profitability. The majority (81 per cent) use analytics in advertising and marketing, but do not use it in the later stages of the customer journey.
The research surveyed 64 professionals from CSPs around the world who are applying, leveraging and/or planning to deploy advanced analytics in some capacity at various points across the customer lifecycle. "Providers need to look beyond marketing, and Sock Knitting Machine expand their focus to how machine learning and AI can improve customers’ experiences and reduce churn. The survey shows that telecommunications providers worldwide are lagging in their use of predictive models, machine learning and artificial intelligence."Advanced analytics including AI and Machine Learning can enable CSPs to gain a greater understanding of customer expectations and experiences across the customer lifecycle, but few have yet to implement technology solutions.. Data points to consider:Few CSPs use prescriptive analytics later in the customer journey - Only 35 per cent are using advanced analytics or machine learning for renewals, and only 36 per cent are using artificial intelligence for collections and recovery.
Text is the dominant channel of communication - 94 per cent communicate with their customers via text, however only 20% use personalized text for late payment communications. "As they start to explore artificial intelligence and machine learning, CSPs need to take a holistic approach and find opportunities and use cases across the customer lifecycle.Personalization is an opportunity yet to be fully realized - While operators view personalization as very important, only 41 per cent said they are using advanced analytics for it when they onboard a new customer."With CSPs under pressure to increase profitability, they are turning to data-driven, predictive models in all stages of the customer lifecycle," said Mark Newman, chief analyst at TM Forum. This is how the battle for customer loyalty will be waged.Analytics company FICO announced results of a global survey with TM Forum, the global not-for-profit association focused on digital transformation.Only 41 per cent of telcos use prescriptive analytics to personalize customer interactions during onboarding. Improved customer experience is central to both, and it was cited as the number one driver for analytic investment in the survey. Only about half are proactively working to match offer packages to customer needs.
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April 28, 2021
A Platform To Showcase Creations
I feel this innovation has huge market and will be a great help,†Ahmedar said. A foot-operated page-turning machine and a walnut cracker designed to help local manufacturers are some of the interesting finds at this year’s Festival of Innovation held at Rashtrapati Bhavan.The 19-year-old first year B-Tech student from Assam said his laziness led to the innovation but he is now confident that the device will be of great help to the differently-abled people.Dreaming of becoming an entrepreneur, Swapnanil is also working on other projects with his young team in Assam.A foot-operated page-turning machine and a walnut cracker designed to help local manufacturers are some of the interesting finds at this year’s Festival of Innovation held at Rashtrapati Bhavan.."I first started working on this project when I was in Class 11."There is no such machine of Knotter Device for sale this kind anywhere in the world. I am not into books and very lazy by nature.The young innovator says he is lucky to be a part of the programme and now aims to reach out to libraries, schools and colleges with the help of the government.
One of the most interesting products was the page-turning device, created by young Swapnanil Talukdar.He took three years to design the electrically-operated machine, which he hopes will help the local manufacturers and reduce the time and effort they put in. After displaying here we have already received four orders.Another striking creation was the walnut peeler and cracker, created by Mushtaq Ahmedar of Kashmir.The festival aims at encouraging innovators of all ages by providing them a platform to showcase their creations. So as my project I thought of creating something which can make the task of turning book pages effortless.Bamboo splint making machine by Lalbiakzuala Ralte and Lalpiangliana Sailo of Mizoram, N. The festival was also attended by writers from across the country. Akthimainthan’s hand operated water lifting pump, natural water cooler by Arvindbhai Patel, Vinod Mahadeviah’s coconut breaker were other exciting innovations at the festival. The machine was electrically operated initially, but to make it easier and convenient I developed a manual version of it and decided to give it a new look, suitable for differently abled people,†Swapnanil told PTI. We have researched a lot and it is the first of its league. The in-resident programme organised in collaboration with the National Innovation Foundation also had writers and artistes as part of it
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April 14, 2021
Providing Written Text In Various Types Of Documents
"Active discussion is underway in Samsung to adopt the ConZNet AI algorithm for products, services, customer response and technological development.Samsung Research, the advanced R&D hub of Samsung Electronics’ SET (end-products) business, has ranked first in two of the world’s top global artificial intelligence (AI) machine reading comprehension competitions. MS MARCO and TriviaQA are among the actively researched and used machine reading comprehension competitions along with SQuAD of Stanford University and NarrativeQA of DeepMind. This is a test designed to apply an AI algorithm to solve real-world problems.Machine reading comprehension is where an AI algorithm is tasked with analyzing data and finding an optimum answer to a query on its own accord.
With the recent acceleration in global competition to develop AI technologies, contests are widespread in areas of computer vision (technologies to analyze characters and images) and visual Q&A to solve problems using recognized images of characters as well as machine reading comprehension."We are developing an AI algorithm to provide answers to user queries in a simpler and more convenient manner, for real-life purposes,†said Jihie Kim, Head of Language Understanding Lab at Samsung Research.With intense competition in developing AI technologies globally, machine reading comprehension competitions such as MS MARCO are booming around the world. For MS MARCO and TriviaQA, AI algorithms are tested in their capabilities of processing natural language in human Q&As and also providing written text in various types of documents such as news articles and blog posts. The ICDAR is the most influential competition in Optical Character Recognition (OCR) technologies.Samsung Research recently placed first in the MAchine Reading COmprehension (MS MARCO) Competition held by Microsoft (MS), as well as showing the best performance in TriviaQA hosted by the Socks Machine University of Washington, proving the excellence of its AI algorithm.For example in MS MARCO, ten web documents are presented for a certain query to let an AI algorithm create an optimum answer. Answers are evaluated statistically by estimating how close they are with human answers.â€Queries are randomly selected from a million queries from Bing (MS search engine) users.
Samsung Research took part in the competitions with ConZNet, an AI algorithm developed by the company’s AI Center. ConZNet features skillful capabilities through adopting the Reinforcement Learning technique, which advances machine intelligence by giving reasonable feedback for outcomes, similar to a stick-and-carrot strategy in a learning process. Distinguished universities around the world and global AI firms including Samsung are competing in these challenges.MS MARCO and TriviaQA are among the actively researched and used machine reading comprehension competitions. The Beijing branch of Samsung Research won the International Conference on Document Analysis and Recognition (ICDAR) hosted by the International Association of Pattern Recognition (IAPR) in March, putting them in a top-tier group for global computer vision tests. Machine reading comprehension is where an AI algorithm is tasked with analyzing data and finding an optimum answer to a query
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March 24, 2021
Traditional Handmade Goods With Automated Production
As reported by the industry experts, there is a need to emphasize on fulfilling skill shortage and rise in rate of unemployed youth in the country.AnchorAnchor. The NGO works for the upliftment of Underprivileged and specially-abled individuals by providing them vocational training in the field of sewing, embroidery and computer repairing. In this sector, government is already facilitating demand-driven skilling and upskilling programs through Samarth (Scheme for Capacity Building in the Textile Sector) for sustainable employment.e 13th June, Narayan Seva Sansthan inaugurated Narayan Sewing Training Center for differently abled in partnership with Skill India Team, where they will be undergoing 30 to 45 days hands-on training on sewing machines backed up by training team from Narayan Seva Sansthan.
The NGO Skilled over 8,750 specially enabled individuals since 2011. These training provided by Narayan Seva Sansthan will help specially-abled individuals to earn a livelihood and nurture their children’s with a good education.NGOs unique initiative will impart skill training to women of Rural India, which will help them to be a part of mainstream society.3 per cent in 2017-18. On National Sewing Machine Day, i. According to India’s female Labor Force Participation Rate (LFPR), which includes working-age women employed and the ones who are looking for jobs, the rate has fallen to a short of 23. We are working for women empowerment for more than 2 decades where we are offering different vocational trainings to the rural women, students, and differently abled individuals. Now these machines are categorized in two types: Industrial Sewing Machines and Domestic Sewing Machines where domestic sewing machines include the following: Mechanical Sewing Machine, Electronic Sewing Machine, Computerized or Automated Sewing Machine, Embroidery Machine, and Overlock Sewing Machine. Currently, with technology integration with Sewing machines, these machines are capable of doing myriad of sewing styles, quilting, and embroidery.
Government is already facilitating demand-driven skilling and upskilling programs through Samarth.Post-Independence, sewing machine played a prominent role in providing clothing and textile production units with stable employment and also monetary independence for women in rural Computerized Flat Knitting Machine India. After getting skilled enough in tailoring art and being economically stable, their accountability towards the household doubled up as these women started paying their children’s fees and other household expenses.It is also part of Industrial Revolution where traditional handmade goods with automated production had started across the globe. The NGO Skilled over 8,750 specially enabled individuals since 2011. To address this issue, Central government has launched SAMARTH Scheme to provide demand-driven, placement-oriented skilling program, and integrated industry to amplify jobs and promote skill up-gradation in the traditional sectors.
Courses like Hand Embroidery, Garment Packing and basic training with the latest technology Sewing machine will be given by Skill India Team for free of cost. The foremost reason behind this decline is because of having household responsibilities like taking care of their children, etc.Mr Prashant Agrawal, President, Narayan Seva Sansthan said, "We are glad to inaugurate dedicated Sewing Centre for Women in Rural India. Industry requires skill upgradation in the traditional sectors like handlooms, handicrafts, sericulture, and jute.â€Post this training, Certificates and Placement opportunities will be provided to the candidate to make them self employed
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March 11, 2021
All Fell On The Ground Laughing
"We also emphasise the value of off-site research in veterinary areas, behavioural studies, reproductive physiology and other fields in collaboration with national and international universities and organisations,†says Sandilya."Caring for elephants is always a financial challenge — whether it’s buying fruits or medicines for them, or getting them warm covering or securing land for their future, as the size, areas and volumes are jumbo sized,†adds Sandilya. Additionally, they run a leopard rescue centre in Maharashtra, a wildlife hotline in New Delhi and an anti-poaching wildlife crime enforcement unit.. Today, the organisation has evolved to actively work towards protecting Indian wildlife, conserving habitat, studying biodiversity, conducting research and creating alternative and sustainable livelihood for erstwhile poacher communities or communities that depend on wildlife for sustenance.
We aim to provide them with a safe habitat where they can live like elephants. "It is important to keep our elephants protected from the cold during extreme winter, as they are weak and vulnerable having suffered so much abuse, making them susceptible to ailments such as pneumonia. In 2002, Wildlife SOS launched a tribal rehabilitation project that aimed to create alternative livelihood for poachers.Local women team up with an ngo to knit sweaters to help elephants stay warm in winter."The idea slowly evolved after we started making blankets for our elephants. She also shook like a dog in a bid to rid herself of this new appendage! We found it so funny that we all fell on the ground laughing,†Sandilya shares. To help elephants fight the bitter cold in north India, Wildlife SOS Elephant Conservation and Care Center in Mathura thought of knitting sweaters. It took about four weeks to make the jumpers, shares the NGO.Geeta Seshamani, Secretary and co-founder Wildlife SOS says, "The rescued elephants under rehabilitation at Wildlife SOS have been rescued from shocking circumstances.
The centre hosts around 20 elephants who are either blind, lame or recovering in different ways.To keep the elephants warm and get the right fit came as a challenge for the organisation during this project. "As we fitted the elephants with their warm clothing, Chanchal, one of our younger elephants, started pulling at one end and kept undoing the bits as we would complete one end.Their upcoming Computerized Flat Knitting Machine projects include establishment of an international elephant hospital, expansion of elephant conservation centers and forest restoration projects. An elephant in a vibrant jumper knitted by Wildlife SOS."We encourage volunteers to help in various ways. It is one of the most interesting ways to learn about the role of conservation as well,†Sandilya explains. These elephants have been rescued from illegal activities, trafficking mafia, circuses and street begging, where they were being abused.
Our co-founders, Kartick Satyanarayan and Geeta Sheshamani, thought it would be great to have jumpers to keep the elephants warm, so we decided to try it as a pilot project,†says Arinita Sandilya from Wildlife SOS.With the holistic belief that providing sustainable alternative livelihood and education to communities dependent on wildlife and natural resources would lead to sustainable wildlife protection, Wildlife SOS was established by Kartick Satyanarayan and Geeta Seshamani in 1995.â€Wildlife SOS is also responsible for resolving man-animal conflicts while promoting and educating the public about the need for habitat protection. Local women, with the guidance of their volunteer Kamini, made this project possible. The cold also aggravates their arthritis which is a common issue our rescued elephants deal with,†says Kartick.They operate several wildlife rehabilitation facilities, including the world’s largest sloth bear rescue center in Agra and two elephant care centers
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February 20, 2021
The Ministry Will Also Provide A Financial
Financial assistance will also be provided for increasing IT awareness, publicity and market development. These centres will come up in knitwear clusters on PPP model with the participation of industry and industry bodies. The financial assistance is provided in the form of margin money subsidy at 25 per cent basic cost of new machinery with a ceiling of Rs 25 lakh. (Representational image) Chennai: In order to promote the knitwear industry, government has come up with a few initiatives that will provide financial assistance for service centres, yarn banks, solar energy production and market development..
Further, group worksheds with modern knitting machines will be established to provide required scale of economy for business operations and to improve working conditions. The government is providing interest free corpus fund up to Rs 2 crore per yarn bank. The government is providing subsidy of maximum Rs 4 crore for this. The new initiatives are part of a comprehensive scheme announced for the sector on Thursday.Government will provide financial assistance of maximum Rs 2 crore for setting up new service centres that offer facilities including testing, trading, sample development, consultancy and trouble shooting. The government will also launch Yarn Bank Scheme providing interest free corpus fund to Special Purpose Vehicles or consortium of knitting units.
The ministry will also provide a financial assistance of up to Rs 20 lakh for the modernisation and upgradation of existing PSCs. Financial assistance of up to 50 per cent is provided for installation of on-grid solar photo voltaic (without battery) and off-grid solar photo voltaic (with battery).The ministry will also provide a financial assistance of up to Rs 20 lakh for the modernisation and upgradation of existing PSCs.Common facility Centres will be set up to provide facilities like processing, dyeing, printing, design development, testing facilities, ETP, etc.Pradhan Mantri Credit Scheme will provide adequate and timely financial assistance to new entrepreneurs belonging to SC/ST and women categories in order to meet the credit requirements for investment needs. SC/ST entrepreneurs will China Gloves Dotting Machine Suppliers get enhanced benefits of 75 per cent and 90 per cent of the cost of solar panels. This will enable them to purchase yarn at wholesale rate and give the yarn to the small knitting units to avoid middleman/ local suppliers. The financial assistance is provided in the form of margin money subsidy at 25 per cent basic cost of new machinery with a ceiling of Rs 25 lakh.Under the Solar Energy Scheme, financial assistance/ capital subsidy will be offered to small units for installation of solar photo voltaic plants
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February 05, 2021
The Illegal Computer Intrusions And Cyberattacks
Washington: Five Chinese nationals who have been charged by the US justice Department for hacking more than 100 companies and institutions worldwide are said to have compromised several Indian government networks.Deputy US Attorney General Jeffrey Rosen on Wednesday announced three indictments have been unsealed in the matter that collectively charge five Chinese nationals with computer hacking and charge two Malaysian nationals for helping some of those hackers target victims and sell the fruits of their crime."
In about 2019, the conspirators compromised Government of lndia websites, as well as virtual private networks and database servers supporting the Government of India. The conspirators used VPS PROVIDER servers to connect to an Open VPN network owned by the Government of India," the indictment said.In the attacks, the conspirators installed 'Cobalt Strike' malware on Indian government-protected computers, it added.According to the charges, the computer intrusions affected over 100 companies worldwide. The Malaysian nationals were arrested on Sunday and the Chinese nationals have been declared fugitive, according to the US Justice Department statement.Rosen severely criticised the Chinese government. "The Department of Justice has used every tool available to disrupt the illegal computer intrusions and cyberattacks by these Chinese citizens. Regrettably, the Chinese Communist Party has chosen a different path - of making China safe for cyber-criminals so long as they attack computers outside China and steal intellectual property helpful to China," the deputy attorney general said.
The victims ranged from software development, computer hardware, telecommunication, social media and video game companies. Non-profit organisations, universities, think-tanks, foreign governments, pro-democracy politicians and activists in Hong Kong were also targeted.Security researchers have tracked the intrusions using labels "APT41, Barium, Winnti, Wicked Panda, and Wicked Spider."These intrusions facilitated the theft of source code, software code signing certificates, customer account data, and valuable business information, the researchers said.These intrusions also facilitated the defendants' other criminal schemes, including ransomware and "crypto-jacking" schemes, the latter refers to the group's unauthorised use of victim computers to mine cryptocurrency.The Chinese hackers also targeted government computers and networks of Vietnam and the United Kingdom. The hackers, however, were not successful in compromising the government computer networks in the United Kingdom.
The racketeering conspiracy pertained to the three defendants' conducting the affairs of Chengdu 404 Network Technology (Chengdu 404), a Chinese Government company, through a pattern of racketeering activity involving computer intrusion offenses affecting over 100 victim companies, organisations, and individuals in the United States and around the world, including in Australia, Brazil, Chile, Hong Kong, India, Indonesia, Japan, Malaysia, Pakistan, Singapore, South Korea, Taiwan, Thailand, and Vietnam, the Justice Department said."Today's announcement demonstrates the ramifications faced by the hackers in China but it is also a reminder to those who continue to deploy malicious cyber tactics that we will utilise every tool we have to administer justice," said FBI Deputy Director David Bowdich.Noting that the scope and sophistication of the crimes are unprecedented, Acting US Attorney for the District of Columbia Michael R Sherwin said some of these criminal actors believed their association with the Peoples Republic of China provided them free licence to hack and steal across the globe."This scheme also contained a new and troubling cyber-criminal component -- the targeting and utilisation of gaming platforms to both defraud video game companies and launder illicit proceeds," Sherwin said.Rosen told reporters that as an additional method of making-money, several of the Chinese defendants compromised the networks of video game companies worldwide -- a billion-dollar industry -- and defrauded them of in-game resources."
Two of the Chinese defendants stand accused, with two Malaysian defendants, of selling those resources in the black market, through their illicit website," he said.Asserting that the Chinese government has the power to help stop crimes like these, Rosen alleged that the Chinese Government has made a deliberate choice to allow its citizens to commit computer intrusions and attacks around the world because these actors will also help them.
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