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_session-14-introduction-to-supervised-machine-learning-in-open-ran.jpg "Welcome to Session 14 of our Open RAN series! In this session, we'll introduce supervised machine learning and its application in designing intelligent systems for Open RAN.<br/><br/><br/>Understanding Supervised Machine Learning:<br/>Supervised machine learning is a type of machine learning where the algorithm learns from labeled data. It involves training a model on a dataset that contains input-output pairs, where the input is the data and the output is the corresponding label or target variable. The algorithm learns to map inputs to outputs by finding patterns in the data. In Open RAN, supervised learning can be used for tasks such as predicting network performance based on historical data.<br/><br/>Types of Supervised Machine Learning:<br/>There are two main types of supervised machine learning: classification and regression. In classification, the algorithm learns to categorize data into predefined classes or categories. For example, it can classify network traffic into different application types (e.g., video streaming, web browsing). Regression, on the other hand, involves predicting continuous values or quantities. It is used when the output variable is a real or continuous value, such as predicting the signal strength of a network connection.<br/><br/>Binary and Multi-Class Classification:<br/>Binary classification involves categorizing data into two classes or categories. For example, it can be used to classify network traffic as either malicious or benign. Multi-class classification, on the other hand, involves categorizing data into more than two classes. It can be used to classify network traffic into multiple application types (e.g., video streaming, social media, email).<br/><br/>Regression in Machine Learning:<br/>Regression is a supervised learning technique used for predicting continuous values or quantities. It involves fitting a mathematical model to the data, which can then be used to make predictions. In Open RAN, regression can be used for tasks such as predicting network latency, throughput, or coverage based on various input variables such as network parameters, traffic patterns, and environmental conditions.<br/><br/>Subscribe to \")
⏲ 4:28 👁 40K
_wind-breaker-episode-5-english-sub.jpg "Anime <br/><br/>Wind Breaker <br/><br/>Full Episode Link <br/>https://shrinkme.vip/u9JzUxUN<br/><br/>Genres <br/>Action - School - Delinquents<br/><br/><br/>Story <br/>From an early age, Haruka Sakura was made an outcast due to his unconventional appearance and lack of social skills. However, the rough treatment turned him into a proficient fighter, which is now the only thing he prides himself on. Starting at Furin High School, where it is rumored that strength is valued over academics, Sakura has only one goal—taking the top spot.<br/><br/>Involved in a street brawl the day before his enrollment, Sakura happens to meet a group of his future schoolmates. Instead of the usual rejection, they fight alongside him, demonstrating that what the school actually cares about is protecting the town of Makochi from any harm—hence why the students call themselves \")
⏲ 2:6 👁 90K
_demonstration-of-the-nux-mg-400.jpg "“Since releasing the MG-300, people have been blown away by the sound and playability, not to mention the ease-of-use tone tweaking and intuitive interface,” says Guitar World Tech Editor Paul Riario. “And now, the MG-400 builds upon the MG-300 features, becoming arguably the best value modeler for your money.”")
⏲ 13:43 👁 40K
_daniel-sturridge-humiliating-everyone.jpg "Daniel Sturridge Liverpool Highlights Goals Goal Skills Skills Assists Best Top Most vs 2022 2022/23<br/><br/>--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------<br/><br/>Music: METRO BOOMIN X LIL BABY TYPE BEAT - LOWKEY (prod. llouis)<br/><br/>--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------<br/><br/>I must state that in NO way, shape or form am I intending to infringe rights of the copyright holder. Content used is strictly for research/reviewing purposes and to help educate. All under the Fair Use law.<br/><br/>Content is both TRANSFORMATIVE and EDUCATIONAL in nature.<br/>Content is in compliance with Content Quality section of YPP Policies as the editing adds creative value which makes content unique. <br/><br/>\")
⏲ 10:18 👁 35K
_the-amazing-digital-circus-ep-1-part-16.jpg "Pomni is the newest human to enter the Amazing Digital Circus, where she's trapped in the body of a jester. While she desperately searches for an exit, the others set out to handle a pest infestation started by their ringmaster, Caine.")
⏲ 1:6 👁 35K
_tesla-stands-firm-on-ceo-elon-musk39s-3656-billion-pay-package-says-a-new-pay-package-would-be-more-expensive-to-shareho.jpg "Tesla is defending a proposal to ratify CEO Elon Musk's $56 billion pay package, which was originally set and approved by shareholders in 2018. The company argues that the compensation motivated Musk to create significant shareholder value. Tesla maintains that ISS's recommendation is based on a \")
⏲ 0:38 👁 430K
_the-amazing-digital-circus-ep-1-part-15.jpg "Pomni is the newest human to enter the Amazing Digital Circus, where she's trapped in the body of a jester. While she desperately searches for an exit, the others set out to handle a pest infestation started by their ringmaster, Caine.")
⏲ 1:10 👁 35K
_introduction-to-quran-124-part-292-2-124-in-english-by-dr-israr-ahmed-listentheislam.jpg "<br/>\")
⏲ 20:30 👁 30K
_allah-knows-viral-trending-viralshorts-listentheislam.jpg "<br/>\")
⏲ 0:14 👁 45K
_how-allah-created-the-universe-124-quranic-tales.jpg "Welcome to 'Quranic Tales', a vibrant and engaging YouTube channel dedicated to bringing the timeless stories of the Quran to life for children. Our channel is a wonderful place for young minds to explore and learn about the teachings of Islam through captivating and age-appropriate storytelling. Each video on 'Quranic Tales' is carefully crafted to not only tell a story from the Quran but also to impart valuable life lessons and Islamic morals in a fun and understandable way.<br/><br/>Our content is designed to be both educational and entertaining, making learning about Islam an enjoyable experience for kids. From the adventures of the prophets to the miracles mentioned in the Quran, our stories are animated with colorful illustrations and narrated in a way that is easy for children to understand and relate to.<br/><br/>'Quranic Tales' is more than just a channel; it's a community for young Muslims and others interested in learning about Islam. We believe in nurturing curiosity, moral values, and a love for learning in a respectful and inclusive environment. Join us on this journey of discovery and inspiration, and help your children build a strong foundation in their Islamic faith and values. Subscribe to 'Quranic Tales' and be a part of our family of learners and storytellers!")
⏲ 2:20 👁 155K
_best-floor-planed-homes.jpg "Thanks to Prestige Raintree Park in Whitefield Bangalore, ready-to-move-in apartments in East Bangalore have never looked better. With its well thought-out 2, 3, and 4 BHK apartments, first-rate facilities, and ideal location, it provides inhabitants with an unmatched lifestyle. A sense of community is fostered by the thoughtful arrangement, which also offers plenty of privacy and security. Prestige Raintree Park in Whitefield, Bangalore, sticks out as the best option for individuals looking for a combination of contemporary convenience and tranquil living. Prestige Raintree Park invites you to embrace a future of elegant living, with each detail expertly designed and ready for your move-in.<br/><br/>https://www.electronicsforu.com/author/prestigeparkhome<br/>https://en.wikialpha.org/wiki/User:Raintreeparkreview<br/>https://raintreereview.picturepush.com/album/3302075/p-Prestige-Raintree-Park-Whitefield.html<br/>https://butik.copiny.com/question/details/id/843350<br/>https://nitrostrengthbuy.copiny.com/question/details/id/843352<br/>https://www.tripline.net/raintreeprestige/<br/>https://filmow.com/usuario/prestigeplan<br/>https://praktik.copiny.com/question/details/id/843359<br/>https://git.skewed.de/prestigebangalore<br/>https://forums.bagisto.com/user/raintreeprestige<br/>https://www.projectnoah.org/users/prestigeraintreehome<br/>http://mu88samcom.crowdfundhq.com/users/prestige-raintree-park<br/>https://www.horseracingnation.com/user/raintreewhitefield<br/>https://www.thesimsresource.com/members/prestigeraintreeprice<br/>https://tatoeba.org/en/user/profile/raintreeprestigehome<br/>https://medibang.com/author/26479519/<br/>https://dev.funkwhale.audio/prestigeongoing<br/>https://gitlab.com/centuryliva<br/>https://form.jotform.com/241552108186050<br/>https://leetcode.com/u/centurylivamaster/<br/>https://www.mangago.me/home/people/3845423/home/<br/>http://psicolinguistica.letras.ufmg.br/wiki/index.php/Usu%C3%A1rio:Malasuganthi<br/>https://videa.hu/videok/kreativ/century-liva-bangalore-new-homes-XZQ6E9UIJ8MvuIhJ<br/>https://community.developer.visa.com/t5/user/viewprofilepage/user-id/32450<br/>https://www.donationcoder.com/forum/index.php?action=profile;u=577142<br/>https://www.dakota-durango.com/members/centurylivaprice.161975/<br/>https://freelance.habr.com/freelancers/centuryliva")
⏲ 0:14 👁 35K
_nvidia39s-ai-chips-are-39new-gold-new-oil39-analyst.jpg "Nvidia's AI chips are 'new gold, new oil' – analyst<br/><br/>Nvidia rallies to record highs on June 5, 2024 with the artificial intelligence chipmaker's valuation breaching the $3 trillion mark and overtaking Apple to become the world's second most valuable company. Nvidia is preparing to split its stock ten-for-one, effective on June 7, a move that could increase its appeal to individual investors. The surge in Nvidia's market value above Apple's marks a shift in Silicon Valley, which the company co-founded by Steve Jobs has dominated since it launched the iPhone in 2007.<br/><br/>Video by REUTERS<br/><br/>Subscribe to The Manila Times Channel - https://tmt.ph/YTSubscribe <br/><br/>Visit our website at https://www.manilatimes.net <br/><br/>Follow us: <br/>Facebook - https://tmt.ph/facebook <br/>Instagram - https://tmt.ph/instagram <br/>Twitter - https://tmt.ph/twitter <br/>DailyMotion - https://tmt.ph/dailymotion <br/><br/>Subscribe to our Digital Edition - https://tmt.ph/digital <br/><br/>Check out our Podcasts: <br/>Spotify - https://tmt.ph/spotify <br/>Apple Podcasts - https://tmt.ph/applepodcasts <br/>Amazon Music - https://tmt.ph/amazonmusic <br/>Deezer: https://tmt.ph/deezer <br/>Tune In: https://tmt.ph/tunein<br/><br/>#TheManilaTimes<br/>#tmtnews<br/>#nvidia<br/>#artificialintelligence")
⏲ 4:39 👁 610K
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_session-14-introduction-to-supervised-machine-learning-in-open-ran.webp "Welcome to Session 14 of our Open RAN series! In this session, we'll introduce supervised machine learning and its application in designing intelligent systems for Open RAN.<br/><br/><br/>Understanding Supervised Machine Learning:<br/>Supervised machine learning is a type of machine learning where the algorithm learns from labeled data. It involves training a model on a dataset that contains input-output pairs, where the input is the data and the output is the corresponding label or target variable. The algorithm learns to map inputs to outputs by finding patterns in the data. In Open RAN, supervised learning can be used for tasks such as predicting network performance based on historical data.<br/><br/>Types of Supervised Machine Learning:<br/>There are two main types of supervised machine learning: classification and regression. In classification, the algorithm learns to categorize data into predefined classes or categories. For example, it can classify network traffic into different application types (e.g., video streaming, web browsing). Regression, on the other hand, involves predicting continuous values or quantities. It is used when the output variable is a real or continuous value, such as predicting the signal strength of a network connection.<br/><br/>Binary and Multi-Class Classification:<br/>Binary classification involves categorizing data into two classes or categories. For example, it can be used to classify network traffic as either malicious or benign. Multi-class classification, on the other hand, involves categorizing data into more than two classes. It can be used to classify network traffic into multiple application types (e.g., video streaming, social media, email).<br/><br/>Regression in Machine Learning:<br/>Regression is a supervised learning technique used for predicting continuous values or quantities. It involves fitting a mathematical model to the data, which can then be used to make predictions. In Open RAN, regression can be used for tasks such as predicting network latency, throughput, or coverage based on various input variables such as network parameters, traffic patterns, and environmental conditions.<br/><br/>Subscribe to \")
_wind-breaker-episode-5-english-sub.webp "Anime <br/><br/>Wind Breaker <br/><br/>Full Episode Link <br/>https://shrinkme.vip/u9JzUxUN<br/><br/>Genres <br/>Action - School - Delinquents<br/><br/><br/>Story <br/>From an early age, Haruka Sakura was made an outcast due to his unconventional appearance and lack of social skills. However, the rough treatment turned him into a proficient fighter, which is now the only thing he prides himself on. Starting at Furin High School, where it is rumored that strength is valued over academics, Sakura has only one goal—taking the top spot.<br/><br/>Involved in a street brawl the day before his enrollment, Sakura happens to meet a group of his future schoolmates. Instead of the usual rejection, they fight alongside him, demonstrating that what the school actually cares about is protecting the town of Makochi from any harm—hence why the students call themselves \")
_demonstration-of-the-nux-mg-400.webp "“Since releasing the MG-300, people have been blown away by the sound and playability, not to mention the ease-of-use tone tweaking and intuitive interface,” says Guitar World Tech Editor Paul Riario. “And now, the MG-400 builds upon the MG-300 features, becoming arguably the best value modeler for your money.”")
_daniel-sturridge-humiliating-everyone.webp "Daniel Sturridge Liverpool Highlights Goals Goal Skills Skills Assists Best Top Most vs 2022 2022/23<br/><br/>--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------<br/><br/>Music: METRO BOOMIN X LIL BABY TYPE BEAT - LOWKEY (prod. llouis)<br/><br/>--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------<br/><br/>I must state that in NO way, shape or form am I intending to infringe rights of the copyright holder. Content used is strictly for research/reviewing purposes and to help educate. All under the Fair Use law.<br/><br/>Content is both TRANSFORMATIVE and EDUCATIONAL in nature.<br/>Content is in compliance with Content Quality section of YPP Policies as the editing adds creative value which makes content unique. <br/><br/>\")
_the-amazing-digital-circus-ep-1-part-16.webp "Pomni is the newest human to enter the Amazing Digital Circus, where she's trapped in the body of a jester. While she desperately searches for an exit, the others set out to handle a pest infestation started by their ringmaster, Caine.")
_tesla-stands-firm-on-ceo-elon-musk39s-3656-billion-pay-package-says-a-new-pay-package-would-be-more-expensive-to-shareho.webp "Tesla is defending a proposal to ratify CEO Elon Musk's $56 billion pay package, which was originally set and approved by shareholders in 2018. The company argues that the compensation motivated Musk to create significant shareholder value. Tesla maintains that ISS's recommendation is based on a \")
_the-amazing-digital-circus-ep-1-part-15.webp "Pomni is the newest human to enter the Amazing Digital Circus, where she's trapped in the body of a jester. While she desperately searches for an exit, the others set out to handle a pest infestation started by their ringmaster, Caine.")
_introduction-to-quran-124-part-292-2-124-in-english-by-dr-israr-ahmed-listentheislam.webp "<br/>\")
_allah-knows-viral-trending-viralshorts-listentheislam.webp "<br/>\")
_how-allah-created-the-universe-124-quranic-tales.webp "Welcome to 'Quranic Tales', a vibrant and engaging YouTube channel dedicated to bringing the timeless stories of the Quran to life for children. Our channel is a wonderful place for young minds to explore and learn about the teachings of Islam through captivating and age-appropriate storytelling. Each video on 'Quranic Tales' is carefully crafted to not only tell a story from the Quran but also to impart valuable life lessons and Islamic morals in a fun and understandable way.<br/><br/>Our content is designed to be both educational and entertaining, making learning about Islam an enjoyable experience for kids. From the adventures of the prophets to the miracles mentioned in the Quran, our stories are animated with colorful illustrations and narrated in a way that is easy for children to understand and relate to.<br/><br/>'Quranic Tales' is more than just a channel; it's a community for young Muslims and others interested in learning about Islam. We believe in nurturing curiosity, moral values, and a love for learning in a respectful and inclusive environment. Join us on this journey of discovery and inspiration, and help your children build a strong foundation in their Islamic faith and values. Subscribe to 'Quranic Tales' and be a part of our family of learners and storytellers!")
_best-floor-planed-homes.webp "Thanks to Prestige Raintree Park in Whitefield Bangalore, ready-to-move-in apartments in East Bangalore have never looked better. With its well thought-out 2, 3, and 4 BHK apartments, first-rate facilities, and ideal location, it provides inhabitants with an unmatched lifestyle. A sense of community is fostered by the thoughtful arrangement, which also offers plenty of privacy and security. Prestige Raintree Park in Whitefield, Bangalore, sticks out as the best option for individuals looking for a combination of contemporary convenience and tranquil living. Prestige Raintree Park invites you to embrace a future of elegant living, with each detail expertly designed and ready for your move-in.<br/><br/>https://www.electronicsforu.com/author/prestigeparkhome<br/>https://en.wikialpha.org/wiki/User:Raintreeparkreview<br/>https://raintreereview.picturepush.com/album/3302075/p-Prestige-Raintree-Park-Whitefield.html<br/>https://butik.copiny.com/question/details/id/843350<br/>https://nitrostrengthbuy.copiny.com/question/details/id/843352<br/>https://www.tripline.net/raintreeprestige/<br/>https://filmow.com/usuario/prestigeplan<br/>https://praktik.copiny.com/question/details/id/843359<br/>https://git.skewed.de/prestigebangalore<br/>https://forums.bagisto.com/user/raintreeprestige<br/>https://www.projectnoah.org/users/prestigeraintreehome<br/>http://mu88samcom.crowdfundhq.com/users/prestige-raintree-park<br/>https://www.horseracingnation.com/user/raintreewhitefield<br/>https://www.thesimsresource.com/members/prestigeraintreeprice<br/>https://tatoeba.org/en/user/profile/raintreeprestigehome<br/>https://medibang.com/author/26479519/<br/>https://dev.funkwhale.audio/prestigeongoing<br/>https://gitlab.com/centuryliva<br/>https://form.jotform.com/241552108186050<br/>https://leetcode.com/u/centurylivamaster/<br/>https://www.mangago.me/home/people/3845423/home/<br/>http://psicolinguistica.letras.ufmg.br/wiki/index.php/Usu%C3%A1rio:Malasuganthi<br/>https://videa.hu/videok/kreativ/century-liva-bangalore-new-homes-XZQ6E9UIJ8MvuIhJ<br/>https://community.developer.visa.com/t5/user/viewprofilepage/user-id/32450<br/>https://www.donationcoder.com/forum/index.php?action=profile;u=577142<br/>https://www.dakota-durango.com/members/centurylivaprice.161975/<br/>https://freelance.habr.com/freelancers/centuryliva")
_nvidia39s-ai-chips-are-39new-gold-new-oil39-analyst.webp "Nvidia's AI chips are 'new gold, new oil' – analyst<br/><br/>Nvidia rallies to record highs on June 5, 2024 with the artificial intelligence chipmaker's valuation breaching the $3 trillion mark and overtaking Apple to become the world's second most valuable company. Nvidia is preparing to split its stock ten-for-one, effective on June 7, a move that could increase its appeal to individual investors. The surge in Nvidia's market value above Apple's marks a shift in Silicon Valley, which the company co-founded by Steve Jobs has dominated since it launched the iPhone in 2007.<br/><br/>Video by REUTERS<br/><br/>Subscribe to The Manila Times Channel - https://tmt.ph/YTSubscribe <br/><br/>Visit our website at https://www.manilatimes.net <br/><br/>Follow us: <br/>Facebook - https://tmt.ph/facebook <br/>Instagram - https://tmt.ph/instagram <br/>Twitter - https://tmt.ph/twitter <br/>DailyMotion - https://tmt.ph/dailymotion <br/><br/>Subscribe to our Digital Edition - https://tmt.ph/digital <br/><br/>Check out our Podcasts: <br/>Spotify - https://tmt.ph/spotify <br/>Apple Podcasts - https://tmt.ph/applepodcasts <br/>Amazon Music - https://tmt.ph/amazonmusic <br/>Deezer: https://tmt.ph/deezer <br/>Tune In: https://tmt.ph/tunein<br/><br/>#TheManilaTimes<br/>#tmtnews<br/>#nvidia<br/>#artificialintelligence")
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