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_new-excavator-learn-about-excavators-construction-vehicles-song-for-kids-junytony.jpg "Support me <br/>Subscribe & Like my Channel for more beautiful Videos<br/>Thank You<br/><br/>")
⏲ 2:30 👁 45K
_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
_abot-kamay-na-pangarap-weekly-marathon-124-may-27-june-1-2024.jpg "Zoey (Kazel Kinouchi) will find out that Carlos (Allen Dizon) losing his sanity is just a big ruse by the latter as part of his plan to get Lyneth back. #GMANetwork #GMADrama #Kapuso<br/>")
⏲ 2:24:54 👁 1.2M
_faitar-and-jet.jpg "subscribe my channel I have subscribed yours. visit my channel<br/>,............... Like and follow me")
⏲ 12:25 👁 40K
_my-guardian-alien-the-cutie-farmer-has-gone-viral-episode-47.jpg "Aired (June 4 2024): Dahil sa mga litratong kuha ni Halley (Caitlyn Stave) ay nag-viral ngayon si Aries (Josh Ford). #GMANetwork #GMADrama #Kapuso<br/><br/>Watch the latest episodes of 'My Guardian Alien’ weekdays, 8:50 PM on GMA Primetime, starring Marian Rivera, Gabby Concepcion, Raphael Landicho, Max Collins, Gabby Eigenmann, Kiray Celis, Arnold Reyes, Caitlyn Stave, Josh Ford, Sean Lucas, Christian Antolin, Marissa Delgado.<br/>")
⏲ 4:34 👁 2M
_black-rider-weekly-marathon-124-may-27-may-31-2024.jpg "Paeng (Matteo Guidicelli) and Joan (Arra San Agustin) have no idea that as they were preparing for their wedding, Calvin (Jon Lucas), Antonio (Jestoni Alarcon), and William (Roi Vinzon) were plotting to ruin the big day. #GMANetwork #GMADrama #Kapuso")
⏲ 2:4:55 👁 955K
_here39s-your-travel-outlook-for-june-4.jpg "Several areas of the country could endure weather-related travel delays on June 4.")
⏲ 0:35 👁 725K
_it-feels-too-early-for-network-tv-to-start-canceling-shows-but-nbc-just-got-the-ball-rolling.jpg "The TV season looks a bit different this year, given that the since-resolved SAG-AFTRA and WGA strikes had an impact on programming this year. With most shows returning in February this year, we’re truly still in the thick of 2024 network programming. Delays or not though, it’s a bit early to be thinking about cancellations at this point. However, such decisions have already been made over at NBC, it seems. The company got the ball rolling by dropping the ax on two series that fell under the umbrella of unscripted content. <br/><br/>NBC has officially canceled both \")
⏲ 1:15 👁 30K
_plogging-song-picking-up-litter-while-jogging-clean-up-trash-song-kids-songs-junytony.jpg "Support me <br/>Subscribe & Like my Channel for more beautiful Videos<br/>Thank You<br/><br/>")
⏲ 3:12 👁 30K
_kapuso-showbiz-news-boy-abunda-isa-na-ring-songwriter.jpg "Ngayong Pride Month, ilalabas ni Boy Abunda ang kauna-unahan niyang LGBT-themed album na 'Say It Clear. Say It Loud.'<br/>Video producer and editor: Nherz Almo<br/><br/>Kapuso Showbiz News is on top of the hottest entertainment news. We break down the latest stories and give it to you fresh and piping hot because we are where the buzz is.<br/><br/>Be up-to-date with your favorite celebrities with just a click! Check out Kapuso Showbiz News for your regular dose of relevant celebrity scoop: www.gmanetwork.com/kapusoshowbiznews<br/><br/>Subscribe to GMA Network's official YouTube channel to watch the latest episodes of your favorite Kapuso shows and click the bell button to catch the latest videos: www.youtube.com/GMANETWORK<br/><br/>For our Kapuso abroad, you can watch the latest episodes on GMA Pinoy TV! For more information, visit http://www.gmapinoytv.com<br/><br/>For our Kapuso abroad, you can watch the latest episodes on GMA Pinoy TV! For more information, visit http://www.gmapinoytv.com<br/><br/>Connect with us on:<br/>Facebook: http://www.facebook.com/GMANetwork<br/>Twitter: https://twitter.com/GMANetwork<br/>Instagram: http://instagram.com/GMANetwork")
⏲ 4:5 👁 30K
_us-deputy-foreign-minister-met-with-the-ceo-of-ary-network-salman-iqbal.jpg "#salmaniqbal #arynetwork #breakingnews <br/><br/>US Deputy Foreign Minister met with the CEO of ARY Network, Salman Iqbal<br/>")
⏲ 1:9 👁 30K
_the-call-boy-i-met-in-paris-full-movie.jpg "The Call Boy I Met in Paris - Full Movie")
⏲ 1:22:37 👁 85K
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_new-excavator-learn-about-excavators-construction-vehicles-song-for-kids-junytony.webp "Support me <br/>Subscribe & Like my Channel for more beautiful Videos<br/>Thank You<br/><br/>")
_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 \")
_abot-kamay-na-pangarap-weekly-marathon-124-may-27-june-1-2024.webp "Zoey (Kazel Kinouchi) will find out that Carlos (Allen Dizon) losing his sanity is just a big ruse by the latter as part of his plan to get Lyneth back. #GMANetwork #GMADrama #Kapuso<br/>")
_faitar-and-jet.webp "subscribe my channel I have subscribed yours. visit my channel<br/>,............... Like and follow me")
_my-guardian-alien-the-cutie-farmer-has-gone-viral-episode-47.webp "Aired (June 4 2024): Dahil sa mga litratong kuha ni Halley (Caitlyn Stave) ay nag-viral ngayon si Aries (Josh Ford). #GMANetwork #GMADrama #Kapuso<br/><br/>Watch the latest episodes of 'My Guardian Alien’ weekdays, 8:50 PM on GMA Primetime, starring Marian Rivera, Gabby Concepcion, Raphael Landicho, Max Collins, Gabby Eigenmann, Kiray Celis, Arnold Reyes, Caitlyn Stave, Josh Ford, Sean Lucas, Christian Antolin, Marissa Delgado.<br/>")
_black-rider-weekly-marathon-124-may-27-may-31-2024.webp "Paeng (Matteo Guidicelli) and Joan (Arra San Agustin) have no idea that as they were preparing for their wedding, Calvin (Jon Lucas), Antonio (Jestoni Alarcon), and William (Roi Vinzon) were plotting to ruin the big day. #GMANetwork #GMADrama #Kapuso")
_here39s-your-travel-outlook-for-june-4.webp "Several areas of the country could endure weather-related travel delays on June 4.")
_it-feels-too-early-for-network-tv-to-start-canceling-shows-but-nbc-just-got-the-ball-rolling.webp "The TV season looks a bit different this year, given that the since-resolved SAG-AFTRA and WGA strikes had an impact on programming this year. With most shows returning in February this year, we’re truly still in the thick of 2024 network programming. Delays or not though, it’s a bit early to be thinking about cancellations at this point. However, such decisions have already been made over at NBC, it seems. The company got the ball rolling by dropping the ax on two series that fell under the umbrella of unscripted content. <br/><br/>NBC has officially canceled both \")
_plogging-song-picking-up-litter-while-jogging-clean-up-trash-song-kids-songs-junytony.webp "Support me <br/>Subscribe & Like my Channel for more beautiful Videos<br/>Thank You<br/><br/>")
_kapuso-showbiz-news-boy-abunda-isa-na-ring-songwriter.webp "Ngayong Pride Month, ilalabas ni Boy Abunda ang kauna-unahan niyang LGBT-themed album na 'Say It Clear. Say It Loud.'<br/>Video producer and editor: Nherz Almo<br/><br/>Kapuso Showbiz News is on top of the hottest entertainment news. We break down the latest stories and give it to you fresh and piping hot because we are where the buzz is.<br/><br/>Be up-to-date with your favorite celebrities with just a click! Check out Kapuso Showbiz News for your regular dose of relevant celebrity scoop: www.gmanetwork.com/kapusoshowbiznews<br/><br/>Subscribe to GMA Network's official YouTube channel to watch the latest episodes of your favorite Kapuso shows and click the bell button to catch the latest videos: www.youtube.com/GMANETWORK<br/><br/>For our Kapuso abroad, you can watch the latest episodes on GMA Pinoy TV! For more information, visit http://www.gmapinoytv.com<br/><br/>For our Kapuso abroad, you can watch the latest episodes on GMA Pinoy TV! For more information, visit http://www.gmapinoytv.com<br/><br/>Connect with us on:<br/>Facebook: http://www.facebook.com/GMANetwork<br/>Twitter: https://twitter.com/GMANetwork<br/>Instagram: http://instagram.com/GMANetwork")
_us-deputy-foreign-minister-met-with-the-ceo-of-ary-network-salman-iqbal.webp "#salmaniqbal #arynetwork #breakingnews <br/><br/>US Deputy Foreign Minister met with the CEO of ARY Network, Salman Iqbal<br/>")
_the-call-boy-i-met-in-paris-full-movie.webp "The Call Boy I Met in Paris - Full Movie")
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