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_lovely-dark-and-deep-2023-english-movie.jpg "Lovely Dark and Deep (2023) English Movie")
⏲ 1:27:14 👁 135K
_fictap-inalmahan-ang-penalty-sa-draft-memorandum-circular-ng-ntc-124-24-oras-weekend.jpg "Napakamahal umano ng multang nais ipataw ng National Telecommunications Commission sa mga kompanyang lalabag sa kanilang mga kautusan. Kaya umalma ang Federation of International Cable TV and Telecommunications Association of the Philippines lalo't magiging dehado ang mga maliliit na operators.<br/><br/><br/>24 Oras Weekend is GMA Network’s flagship newscast, anchored by Ivan Mayrina and Pia Arcangel. It airs on GMA-7, Saturdays and Sundays at 5:30 PM (PHL Time). For more videos from 24 Oras Weekend, visit http://www.gmanews.tv/24orasweekend.<br/><br/>#GMAIntegratedNews #KapusoStream<br/><br/>Breaking news and stories from the Philippines and abroad:<br/>GMA Integrated News Portal: http://www.gmanews.tv<br/>Facebook: http://www.facebook.com/gmanews<br/>TikTok: https://www.tiktok.com/@gmanews<br/>Twitter: http://www.twitter.com/gmanews<br/>Instagram: http://www.instagram.com/gmanews<br/><br/>GMA Network Kapuso programs on GMA Pinoy TV: https://gmapinoytv.com/subscribe")
⏲ 3:37 👁 100K
_ibilib-submarines-vs-ultrasound-machines.jpg "Aired (June 2, 2024): What do submarines and ultrasound machines have in common? Join us as we unravel the connections and unveil the secrets behind these seemingly disparate innovations.<br/>")
⏲ 3:27 👁 95K
_sinclair-and-diamond-sports39-bankruptcy-impact-on-broadcasts.jpg "Sinclair and Diamond Sports' Bankruptcy Impact on Broadcasts from hs2 machine operators")
⏲ 2:25 👁 90K
_lucid-dreams-by-tape-machines-best-song-collections.jpg "Best Song Collections<br/>Track Title: Lucid Dreams<br/>Artist:Tape Machines<br/>Thanks to Epidemic Sound for this wonderful song collections<br/>Credit to Canva, Capcut, Pixabay, Pexels and mixkit for the video clip.")
⏲ 3:13 👁 85K
_michigan-sports-betting-sees-boost-in-april-revenue.jpg "Michigan Sports Betting Sees Boost in April Revenue from hs2 machine operators")
⏲ 2:16 👁 230K
_session-17-deployment-of-machine-learning-models-in-open-ran-networks.jpg "Welcome back to our journey through the world of Open RAN and machine learning. In this session, In this session, we'll explore the deployment of machine learning models in Open RAN networks, focusing on practical examples and deployment strategies.<br/><br/>Deployment Example:<br/>Consider a scenario where an Open RAN operator wants to optimize resource allocation by predicting network congestion. They decide to deploy a machine learning model to predict congestion based on historical traffic data and network conditions.<br/><br/>Deployment Steps:<br/><br/>1. Data Collection and Preprocessing:<br/>The operator collects historical traffic data, including throughput, latency, and user traffic patterns.<br/>They preprocess the data to remove outliers and normalize features.<br/><br/>2. Model Development:<br/>Data scientists develop a machine learning model, such as a regression model, to predict congestion based on the collected data.<br/>They use a development environment with libraries like TensorFlow or scikit-learn for model development.<br/><br/>3. Offline Model Training and Validation (Loop 1):<br/>The model is trained on historical data using algorithms like linear regression or decision trees.<br/>Validation is done using a separate dataset to ensure the model's accuracy.<br/><br/>4. Online Model Deployment and Monitoring (Loop 2):<br/>Once validated, the model is deployed in the network's edge servers or cloud infrastructure.<br/>Real-time network data, such as current traffic conditions, is fed into the model for predictions.<br/>Model performance is monitored using metrics like prediction accuracy and latency.<br/><br/>5. Closed-Loop Automation (Loop 3):<br/>The model's predictions are used by the network's orchestration and automation tools to dynamically allocate resources.<br/>For example, if congestion is predicted in a certain area, the network can allocate additional resources or reroute traffic to avoid congestion.<br/><br/>Subscribe to \")
⏲ 4:9 👁 75K
_pythagora-switch-mini-10-stick-anime-handkerchief-theater.jpg "Bad 10 Stick Anime and ending with Synchronized Trigger Machine (Patranger)")
⏲ 4:59 👁 510K
_cattle-monitoring-goes-next-level-with-artificial-intelligence-124-may-29-2024-124-queensland-country-life.jpg "The Department of Agriculture and Fisheries and Goondiwindi-based company Infarm have collaborated to create a prototype automated camera system to detect cattle and monitor their condition using advances in machine vision and AI.")
⏲ 0:36 👁 750K
_prince-harrys-statement-slamming-abuse-wife-duchess-meghan-faced-removed-from-royal-family-site.jpg "After admitting his declaration left his father King Charles and older brother Prince William “furious”, Prince Harry’s raging statement slamming the “abuse and harassment” he says his wife Meghan, Duchess of Sussex experienced when they started dating has been quietly stripped from the royal family’s website.")
⏲ 1:35 👁 70K
_unicorn-sausage-holder-unicorn-testing-cooking-hacks-and-crafts.jpg "Do you like to cook? Our unicorn loves to get to work in the kitchen! And cool crafts and gadgets will help her do it. Watch it and write in the comments what you like more - kitchen gadgets or crafts?<br/><br/>0:00 Unicorn Egg In Toilet<br/>0:39 Crocodile Chopper / Jaw<br/>1:52 Snack & Drink Cup / Plastic container<br/>2:35 Dumpling Maker / Ice mold<br/>3:40 Popcorn Machine / Corn cob<br/>4:49 Egg Poacher / Ladle<br/>5:34 Butter Cutter / Strainer <br/>6:34 Corn shucker / Toothpick<br/>7:42 Strawberry stem remover / Straw<br/>8:45 Sausage sharpener / Soda Can <br/><br/>#unicorn #hacks #gadgets")
⏲ 34:45 👁 215K
_this-hilarious-chicken-won39t-stop-clucking-about-his-burgers.jpg "Get ready for a laugh-out-loud encounter you won't believe! This hilarious video features a one-man clucking machine who's also a burger-slinging genius.Witness the incredible (and slightly insane) salesmanship of a laid-back guy who's channeling his inner chicken to sell his delicious chicken burgers. <br/><br/>Video ID: WGA525278<br/><br/>All the content on Heartsome is managed by WooGlobe<br/><br/>For licensing and to use this video, please email licensing(at)Wooglobe(dot)com.<br/><br/>►SUBSCRIBE for more Heartsome Videos: <br/><br/>-----------------------<br/>Copyright - #wooglobe #heartsome <br/>#funnychickenburgervendor #hilarioussalespitch #incrediblemarketingstrategy #viralvideo #deliciouschickenburgers #streetfood #fastfoodmarketing #funnyfoodvideos #chickenburgerrecipe #cantstopwontstop #toofunny #cluckinggood #marketinggenius #wheredidhegetthatoutfit #sogood #ilovechicken #musttry #foodie #comedygold #caughtoncamera #foodphotography<br/>")
⏲ 0:19 👁 150K
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_lovely-dark-and-deep-2023-english-movie.webp "Lovely Dark and Deep (2023) English Movie")
_fictap-inalmahan-ang-penalty-sa-draft-memorandum-circular-ng-ntc-124-24-oras-weekend.webp "Napakamahal umano ng multang nais ipataw ng National Telecommunications Commission sa mga kompanyang lalabag sa kanilang mga kautusan. Kaya umalma ang Federation of International Cable TV and Telecommunications Association of the Philippines lalo't magiging dehado ang mga maliliit na operators.<br/><br/><br/>24 Oras Weekend is GMA Network’s flagship newscast, anchored by Ivan Mayrina and Pia Arcangel. It airs on GMA-7, Saturdays and Sundays at 5:30 PM (PHL Time). For more videos from 24 Oras Weekend, visit http://www.gmanews.tv/24orasweekend.<br/><br/>#GMAIntegratedNews #KapusoStream<br/><br/>Breaking news and stories from the Philippines and abroad:<br/>GMA Integrated News Portal: http://www.gmanews.tv<br/>Facebook: http://www.facebook.com/gmanews<br/>TikTok: https://www.tiktok.com/@gmanews<br/>Twitter: http://www.twitter.com/gmanews<br/>Instagram: http://www.instagram.com/gmanews<br/><br/>GMA Network Kapuso programs on GMA Pinoy TV: https://gmapinoytv.com/subscribe")
_ibilib-submarines-vs-ultrasound-machines.webp "Aired (June 2, 2024): What do submarines and ultrasound machines have in common? Join us as we unravel the connections and unveil the secrets behind these seemingly disparate innovations.<br/>")
_sinclair-and-diamond-sports39-bankruptcy-impact-on-broadcasts.webp "Sinclair and Diamond Sports' Bankruptcy Impact on Broadcasts from hs2 machine operators")
_lucid-dreams-by-tape-machines-best-song-collections.webp "Best Song Collections<br/>Track Title: Lucid Dreams<br/>Artist:Tape Machines<br/>Thanks to Epidemic Sound for this wonderful song collections<br/>Credit to Canva, Capcut, Pixabay, Pexels and mixkit for the video clip.")
_michigan-sports-betting-sees-boost-in-april-revenue.webp "Michigan Sports Betting Sees Boost in April Revenue from hs2 machine operators")
_session-17-deployment-of-machine-learning-models-in-open-ran-networks.webp "Welcome back to our journey through the world of Open RAN and machine learning. In this session, In this session, we'll explore the deployment of machine learning models in Open RAN networks, focusing on practical examples and deployment strategies.<br/><br/>Deployment Example:<br/>Consider a scenario where an Open RAN operator wants to optimize resource allocation by predicting network congestion. They decide to deploy a machine learning model to predict congestion based on historical traffic data and network conditions.<br/><br/>Deployment Steps:<br/><br/>1. Data Collection and Preprocessing:<br/>The operator collects historical traffic data, including throughput, latency, and user traffic patterns.<br/>They preprocess the data to remove outliers and normalize features.<br/><br/>2. Model Development:<br/>Data scientists develop a machine learning model, such as a regression model, to predict congestion based on the collected data.<br/>They use a development environment with libraries like TensorFlow or scikit-learn for model development.<br/><br/>3. Offline Model Training and Validation (Loop 1):<br/>The model is trained on historical data using algorithms like linear regression or decision trees.<br/>Validation is done using a separate dataset to ensure the model's accuracy.<br/><br/>4. Online Model Deployment and Monitoring (Loop 2):<br/>Once validated, the model is deployed in the network's edge servers or cloud infrastructure.<br/>Real-time network data, such as current traffic conditions, is fed into the model for predictions.<br/>Model performance is monitored using metrics like prediction accuracy and latency.<br/><br/>5. Closed-Loop Automation (Loop 3):<br/>The model's predictions are used by the network's orchestration and automation tools to dynamically allocate resources.<br/>For example, if congestion is predicted in a certain area, the network can allocate additional resources or reroute traffic to avoid congestion.<br/><br/>Subscribe to \")
_pythagora-switch-mini-10-stick-anime-handkerchief-theater.webp "Bad 10 Stick Anime and ending with Synchronized Trigger Machine (Patranger)")
_cattle-monitoring-goes-next-level-with-artificial-intelligence-124-may-29-2024-124-queensland-country-life.webp "The Department of Agriculture and Fisheries and Goondiwindi-based company Infarm have collaborated to create a prototype automated camera system to detect cattle and monitor their condition using advances in machine vision and AI.")
_prince-harrys-statement-slamming-abuse-wife-duchess-meghan-faced-removed-from-royal-family-site.webp "After admitting his declaration left his father King Charles and older brother Prince William “furious”, Prince Harry’s raging statement slamming the “abuse and harassment” he says his wife Meghan, Duchess of Sussex experienced when they started dating has been quietly stripped from the royal family’s website.")
_unicorn-sausage-holder-unicorn-testing-cooking-hacks-and-crafts.webp "Do you like to cook? Our unicorn loves to get to work in the kitchen! And cool crafts and gadgets will help her do it. Watch it and write in the comments what you like more - kitchen gadgets or crafts?<br/><br/>0:00 Unicorn Egg In Toilet<br/>0:39 Crocodile Chopper / Jaw<br/>1:52 Snack & Drink Cup / Plastic container<br/>2:35 Dumpling Maker / Ice mold<br/>3:40 Popcorn Machine / Corn cob<br/>4:49 Egg Poacher / Ladle<br/>5:34 Butter Cutter / Strainer <br/>6:34 Corn shucker / Toothpick<br/>7:42 Strawberry stem remover / Straw<br/>8:45 Sausage sharpener / Soda Can <br/><br/>#unicorn #hacks #gadgets")
_this-hilarious-chicken-won39t-stop-clucking-about-his-burgers.webp "Get ready for a laugh-out-loud encounter you won't believe! This hilarious video features a one-man clucking machine who's also a burger-slinging genius.Witness the incredible (and slightly insane) salesmanship of a laid-back guy who's channeling his inner chicken to sell his delicious chicken burgers. <br/><br/>Video ID: WGA525278<br/><br/>All the content on Heartsome is managed by WooGlobe<br/><br/>For licensing and to use this video, please email licensing(at)Wooglobe(dot)com.<br/><br/>►SUBSCRIBE for more Heartsome Videos: <br/><br/>-----------------------<br/>Copyright - #wooglobe #heartsome <br/>#funnychickenburgervendor #hilarioussalespitch #incrediblemarketingstrategy #viralvideo #deliciouschickenburgers #streetfood #fastfoodmarketing #funnyfoodvideos #chickenburgerrecipe #cantstopwontstop #toofunny #cluckinggood #marketinggenius #wheredidhegetthatoutfit #sogood #ilovechicken #musttry #foodie #comedygold #caughtoncamera #foodphotography<br/>")
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