{"id":10192,"date":"2021-03-09T17:23:23","date_gmt":"2021-03-09T11:53:23","guid":{"rendered":"http:\/\/ivyproschool.com\/blog\/?p=10192"},"modified":"2021-06-10T11:10:02","modified_gmt":"2021-06-10T05:40:02","slug":"ivys-data-science-weekly-ai-data-science-future-breakthroughs","status":"publish","type":"post","link":"https:\/\/ivyproschool.com\/blog\/ivys-data-science-weekly-ai-data-science-future-breakthroughs\/","title":{"rendered":"Ivy’s Data Science Weekly 09032021"},"content":{"rendered":"
<\/p>\n


\n\"AI\"<\/p>\n

Welcome to our weekly news section where we discuss news, developments, and researches about data science, artificial intelligence (AI), machine learning that has happened in the past week.
\n<\/a><\/p>\n<\/h4>\n

\u00a0<\/span><\/div>\n

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Artificial Intelligence reveals current drugs may help combat Alzheimer’s<\/a><\/span><\/h2>\n<\/div>\n
Researchers have developed a method based on Artificial Intelligence<\/span> (AI)<\/span> that rapidly identifies currently available medications that may treat Alzheimer’s disease. The method could represent a rapid and inexpensive way to repurpose existing therapies. The ones that carve their way into new treatments for this progressive, debilitating neurodegenerative condition. Importantly, it could also help reveal new, unexplored targets for therapy by pointing to mechanisms of drug action.\u00a0<\/span><\/div>\n
<\/div>\n
It relies on machine learning in which systems are trained on vast amounts of data. They learn to identify telltale patterns and augment researchers’ and clinicians’ decision-making. The method then determines whether the changes induced by a drug correlate with molecular markers of disease severity. The approach also allowed the researchers to identify drugs that had protective as well as damaging effects on brain cells.\u00a0<\/span><\/div>\n
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Diversity and access will lead to many more Indians to jobs in data science<\/a><\/span><\/h2>\n<\/div>\n
India has the opportunity to significantly expand its pipeline of talent. This is possible if many more students across disciplines prepare for jobs in data science. Data scientists can come from different fields. In addition to that, data scientists solve problems across industries \u2014 from retail to education and personal finance. They come up with solutions using math, theory, with their particular choice of applied methods. It could be experimentation, causal inference, or machine learning.\u00a0<\/span><\/div>\n
<\/div>\n
The first step is about deciding what type of data scientist one wants to become. In addition to that, it is important to know if the interest lies in the analysis<\/span> (decision<\/span> science) or building<\/span> (data<\/span> products\/machine learning scientist). However, hiring managers look for a range of skills. Alongside foundational knowledge in math and statistics, preferred programming or computational skills for decision science roles include SQL, Hive, and data manipulation<\/span> (for<\/span> data access), besides scripting languages like R or Python<\/span> (for<\/span> analysis).\u00a0<\/span><\/div>\n
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Helping soft robots turn rigid on-demand<\/a><\/span><\/h2>\n<\/div>\n
The researchers have simulated a soft-bodied robot that turns rigid on demand. Such advances may help broaden robots’ range of tasks and allow for safe interactions with people, including inpatient care.<\/span> “This<\/span> is the first step in trying to see if we can get the best of both worlds,” says James Bern, the paper’s lead author and a postdoc in MIT’s Computer Science and Artificial Intelligence Laboratory<\/span> (CSAIL).<\/span><\/div>\n
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He will present the research at the IEEE International Conference on Soft Robotics next month. Bern’s advisor, Daniela Rus, who is the CSAIL director and the Andrew and Erna Viterbi Professor of Electrical Engineering and Computer Science, is the paper’s other author.<\/span><\/div>\n
\n

An AI computer predicts your thoughts, creating images based on them<\/a><\/span><\/h2>\n<\/div>\n
The researchers have succeeded in making an AI understand our subjective notions of what makes faces attractive. The device demonstrated this knowledge by its ability to create new portraits on its own that were tailored to be found personally attractive to individuals. The results can be utilized, for example, in modeling preferences and decision-making as well as potentially identifying unconscious attitudes.<\/span><\/div>\n
<\/div>\n
The technique is based on a novel brain-computer interface. Previously, similar brain-computer interfaces have been able to perform one-way communication from brain to computer, such as spell individual letters or move a cursor.<\/span><\/div>\n
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AI Robot doctors take charge<\/a><\/span><\/h2>\n<\/div>\n
In the era of social distancing, using robots for some health care interactions is a promising way to reduce in-person contact between health care workers and sick patients. However, a key question that needs to be answered is how patients will react to a robot entering the exam room. In a larger online survey conducted nationwide, the researchers also found that a majority of respondents were open to having robots. In addition to that, they were not only open about the assistance with patient triage but also perform minor procedures such as taking a nose swab.<\/span><\/div>\n
<\/div>\n
Peter Chai, an assistant professor of emergency medicine at Brigham and Women’s Hospital and a research affiliate in Traverso’s lab, is the lead author of the study.<\/span><\/div>\n
\n

Learn and grow with Ivy<\/h2>\n
Ivy Professional School will continue to bring the latest to its learners through a weekly data science news blog.\u00a0 The growth in data science and AI is huge and 2021 is becoming the turning point of the 21st century. In addition to that, the current requirement and demands outnumber the talent available in Data Science. Join our prestigious diploma<\/a> certificate program backed by NASSCOM, Government of India to propel your career. Have trouble deciding take a look at all our courses<\/a> and reach out to us here<\/a>. We always strive to provide the best learning experience to our learners. Listen to our students<\/a>.<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Welcome to our weekly news section where we discuss news, developments, and researches about data science, artificial intelligence (AI), machine learning that has happened in the past week. \u00a0 Artificial Intelligence reveals current drugs may help combat Alzheimer’s Researchers have developed a method based on Artificial Intelligence (AI) that rapidly identifies currently available medications that may treat Alzheimer’s disease. The method could represent a rapid and inexpensive way to repurpose existing therapies. The ones that carve their way into new treatments for this progressive, debilitating neurodegenerative condition. Importantly, it could also help reveal new, unexplored targets for therapy by pointing to mechanisms of drug action.\u00a0 It relies on machine learning in which systems are trained on vast amounts of data. They learn to identify telltale patterns and augment researchers’ and clinicians’ decision-making. The method then determines whether the changes induced by a drug correlate with molecular markers of disease severity. The approach also allowed the researchers to identify drugs that had protective as well as damaging effects on brain cells.\u00a0 Diversity and access will lead to many more Indians to jobs in data science India has the opportunity to significantly expand its pipeline of talent. This is possible if many […]<\/p>\n","protected":false},"author":7,"featured_media":10198,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[851,881,552],"tags":[22,467,111,511,110,343,275],"class_list":["post-10192","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-analytics","category-data-science","category-technology","tag-analytics","tag-data-science","tag-ivy","tag-ivy-professional-school","tag-ivyproschool","tag-news-from-ivy-professional-school","tag-trends-and-news"],"yoast_head":"\nData Science Weekly News | Official Blog | Ivy Pro School<\/title>\n<meta name=\"description\" content=\"AI helps in creating Images based on thought, AI robots doctors take charge in the Covid era, Helping soft robots turn rigid on demand, etc. Read more.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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