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_vice-ganda-at-rayver-cruz-kabilang-sa-nag-model-sa-fashion-show-ni-bang-pineda-124-balitanghali.jpg "Balitanghali is the daily noontime newscast of GTV anchored by Raffy Tima and Connie Sison. It airs Mondays to Fridays at 10:00 AM (PHL Time). For more videos from Balitanghali, visit http://www.gmanews.tv/balitanghali.<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")
⏲ 1:34 👁 275K
_39i-didnt-go-to-prom-i-didnt-go-to-dances39-miley-cyrus-39didn39t-have-time-for-friends39-as-a-child-star.jpg "Miley Cyrus has admitted that she\")
⏲ 1:17 👁 1.5M
_dad-who-runs-driveway-cleaning-company-easyjetwash-in-hot-water-with-easyjet.jpg "A dad who runs a driveway cleaning business called EasyJetwash is being threatened with legal action by billionaire easyJet founder Sir Stelios Haji-Ioannou. <br/><br/>Jozsef Spekker, 43, charges around £100 to pressure wash people's drives, patios, garden paths and conservatories.<br/><br/>He has run his one-man business for three years but is now in hot water with easyGroup, which is owned by budget airline boss Sir Stelios.<br/><br/>The multinational venture capital conglomerate - worth billions - has written to Jozsef ordering him to rebrand his business or face a costly legal battle.<br/><br/>Jozsef, from Newcastle-under-Lyme, Staffs., said: “They explained how my branding was very harmful for their business. <br/><br/>“They wanted me to take all the branding off Facebook and social media, and close it <br/>down. <br/><br/>“If I do what they want me to do I have to close the business. I’d have to start again. <br/><br/>“The first two years I spent a lot of money on advertisements. <br/><br/>“I have hundreds of videos on YouTube, a ten minute video takes a long time to edit. I have at least 160 videos. People like to watch them. <br/><br/>“It’s mainly the word easy which is the problem. I call myself EasyJetwash. <br/><br/>“If you go through most of my social posts I higher case Easy and Jet. <br/><br/>“I try and keep it obvious that we are nothing to do with easyJet. <br/><br/>“They are hanging on to the word ‘easy’, saying that I am trying to confuse their customers into believing I am part of their group. <br/><br/>“I look very, very different. <br/><br/>“All the business I do, they don’t offer. <br/><br/>“The whole idea of calling my business EasyJetwash is that I made hard physical work very easy with the right equipment and it is really simple and easy to do.<br/><br/>“They [easyJet) don’t offer any exterior cleaning or building restoration, which I do. <br/><br/>“Which is why my trademark was accepted. They didn’t challenge my trademark. <br/><br/>“I am totally scared. Who am I compared to a multi-billion pound corporation? <br/><br/>“Just a few weeks ago I paid off £800 on my credit card and I have no savings. I can’t fight them in the court.”<br/><br/>Jozsef applied to trademark his company name and was approved in April 2022.<br/><br/>The Hungarian-born business owner, who suffers from degenerative arthritis, says the stress has left him feeling “worried I’ll lose everything”.<br/><br/>He added: \")
⏲ 4:44 👁 3M
_starmer-meets-military-veterans-ahead-of-d-day-anniversary.jpg "Labour leader Sir Keir Starmer meets military veterans after branding Labour as the “party of national security”. 10 of the 14 veterans standing for Labour at the general elections join Starmer as he vowed to make the country's safety the number one priority if he wins the election.<br/> <br/> Report by Ajagbef. Like us on Facebook at http://www.facebook.com/itn and follow us on Twitter at http://twitter.com/itn")
⏲ 1:17 👁 3.4M
_watch-key-moments-from-sunak-and-starmers-first-tv-debate.jpg "The leaders of the two main parties clashed on Tuesday night in their first debate on the General Election campaign.Rishi Sunak and Sir Keir Starmer argued over issues including tax, the NHS, immigration and the cost of living in a debate that at times seemed bad-tempered, as the two men were repeatedly told to stop talking over each other. Source: ITV")
⏲ 2:41 👁 385K
_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
_sir-ken-dodd-auditorium-at-the-city-varieties-music-hall-in-leeds.jpg "We meet Lady Anne Dodd at the City Varieties Music Hall in Leeds as the theatre renames its auditorium in tribute to Sir Ken Dodd.")
⏲ 3:0 👁 65K
_ancelotti-39a-role-model-for-every-young-coach39-terzic.jpg "Edin Terzic shared his admiration for Real Madrid boss Carlo Ancelotti ahead of the Champions League final.")
⏲ 0:33 👁 65K
_the-labour-party-launches-39battle-bus39.jpg "Sir Keir Starmer compared Tory defections to the frequency of public transport as he launched Labour’s campaign battle bus tour in west London. The Labour leader, his deputy Angela Rayner and shadow chancellor Rachel Reeves gave speeches in front of the red coach emblazoned 15 times with the party’s key slogan “Change”. Report by Covellm. Like us on Facebook at http://www.facebook.com/itn and follow us on Twitter at http://twitter.com/itn")
⏲ 1:4 👁 1.6M
_rishi-sunak-arrives-at-d-day-commemorative-ceremony.jpg "Rishi Sunak was joined by the King and Queen and Labour leader Sir Keir Starmer and French President Emmanuel Macron to pay tribute to fallen soldiers at the UK's national commemoration event at the British Normandy Memorial, in Ver-sur-Mer. <br/> <br/> Report by Kennedyl. Like us on Facebook at http://www.facebook.com/itn and follow us on Twitter at http://twitter.com/itn")
⏲ 1:29 👁 275K
_highlights2024-short-drama-collection-jarredharper-drama-miniseries-relationship-love-ceo.jpg "Highlights2024 Short Drama Collection JarredHarper drama miniseries relationship love ceo")
⏲ 5:33:43 👁 70K
_jessica-gunning-and-nicola-coughlan-added-to-the-magic-faraway-tree-cast.jpg "Jessica Gunning and Nicola Coughlan are the latest additions to the adaptation of Enid Blyton's 'The Magic Faraway Tree'.")
⏲ 1:10 👁 50K
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_vice-ganda-at-rayver-cruz-kabilang-sa-nag-model-sa-fashion-show-ni-bang-pineda-124-balitanghali.webp "Balitanghali is the daily noontime newscast of GTV anchored by Raffy Tima and Connie Sison. It airs Mondays to Fridays at 10:00 AM (PHL Time). For more videos from Balitanghali, visit http://www.gmanews.tv/balitanghali.<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")
_39i-didnt-go-to-prom-i-didnt-go-to-dances39-miley-cyrus-39didn39t-have-time-for-friends39-as-a-child-star.webp "Miley Cyrus has admitted that she\")
_dad-who-runs-driveway-cleaning-company-easyjetwash-in-hot-water-with-easyjet.webp "A dad who runs a driveway cleaning business called EasyJetwash is being threatened with legal action by billionaire easyJet founder Sir Stelios Haji-Ioannou. <br/><br/>Jozsef Spekker, 43, charges around £100 to pressure wash people's drives, patios, garden paths and conservatories.<br/><br/>He has run his one-man business for three years but is now in hot water with easyGroup, which is owned by budget airline boss Sir Stelios.<br/><br/>The multinational venture capital conglomerate - worth billions - has written to Jozsef ordering him to rebrand his business or face a costly legal battle.<br/><br/>Jozsef, from Newcastle-under-Lyme, Staffs., said: “They explained how my branding was very harmful for their business. <br/><br/>“They wanted me to take all the branding off Facebook and social media, and close it <br/>down. <br/><br/>“If I do what they want me to do I have to close the business. I’d have to start again. <br/><br/>“The first two years I spent a lot of money on advertisements. <br/><br/>“I have hundreds of videos on YouTube, a ten minute video takes a long time to edit. I have at least 160 videos. People like to watch them. <br/><br/>“It’s mainly the word easy which is the problem. I call myself EasyJetwash. <br/><br/>“If you go through most of my social posts I higher case Easy and Jet. <br/><br/>“I try and keep it obvious that we are nothing to do with easyJet. <br/><br/>“They are hanging on to the word ‘easy’, saying that I am trying to confuse their customers into believing I am part of their group. <br/><br/>“I look very, very different. <br/><br/>“All the business I do, they don’t offer. <br/><br/>“The whole idea of calling my business EasyJetwash is that I made hard physical work very easy with the right equipment and it is really simple and easy to do.<br/><br/>“They [easyJet) don’t offer any exterior cleaning or building restoration, which I do. <br/><br/>“Which is why my trademark was accepted. They didn’t challenge my trademark. <br/><br/>“I am totally scared. Who am I compared to a multi-billion pound corporation? <br/><br/>“Just a few weeks ago I paid off £800 on my credit card and I have no savings. I can’t fight them in the court.”<br/><br/>Jozsef applied to trademark his company name and was approved in April 2022.<br/><br/>The Hungarian-born business owner, who suffers from degenerative arthritis, says the stress has left him feeling “worried I’ll lose everything”.<br/><br/>He added: \")
_starmer-meets-military-veterans-ahead-of-d-day-anniversary.webp "Labour leader Sir Keir Starmer meets military veterans after branding Labour as the “party of national security”. 10 of the 14 veterans standing for Labour at the general elections join Starmer as he vowed to make the country's safety the number one priority if he wins the election.<br/> <br/> Report by Ajagbef. Like us on Facebook at http://www.facebook.com/itn and follow us on Twitter at http://twitter.com/itn")
_watch-key-moments-from-sunak-and-starmers-first-tv-debate.webp "The leaders of the two main parties clashed on Tuesday night in their first debate on the General Election campaign.Rishi Sunak and Sir Keir Starmer argued over issues including tax, the NHS, immigration and the cost of living in a debate that at times seemed bad-tempered, as the two men were repeatedly told to stop talking over each other. Source: ITV")
_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 \")
_sir-ken-dodd-auditorium-at-the-city-varieties-music-hall-in-leeds.webp "We meet Lady Anne Dodd at the City Varieties Music Hall in Leeds as the theatre renames its auditorium in tribute to Sir Ken Dodd.")
_ancelotti-39a-role-model-for-every-young-coach39-terzic.webp "Edin Terzic shared his admiration for Real Madrid boss Carlo Ancelotti ahead of the Champions League final.")
_the-labour-party-launches-39battle-bus39.webp "Sir Keir Starmer compared Tory defections to the frequency of public transport as he launched Labour’s campaign battle bus tour in west London. The Labour leader, his deputy Angela Rayner and shadow chancellor Rachel Reeves gave speeches in front of the red coach emblazoned 15 times with the party’s key slogan “Change”. Report by Covellm. Like us on Facebook at http://www.facebook.com/itn and follow us on Twitter at http://twitter.com/itn")
_rishi-sunak-arrives-at-d-day-commemorative-ceremony.webp "Rishi Sunak was joined by the King and Queen and Labour leader Sir Keir Starmer and French President Emmanuel Macron to pay tribute to fallen soldiers at the UK's national commemoration event at the British Normandy Memorial, in Ver-sur-Mer. <br/> <br/> Report by Kennedyl. Like us on Facebook at http://www.facebook.com/itn and follow us on Twitter at http://twitter.com/itn")
_highlights2024-short-drama-collection-jarredharper-drama-miniseries-relationship-love-ceo.webp "Highlights2024 Short Drama Collection JarredHarper drama miniseries relationship love ceo")
_jessica-gunning-and-nicola-coughlan-added-to-the-magic-faraway-tree-cast.webp "Jessica Gunning and Nicola Coughlan are the latest additions to the adaptation of Enid Blyton's 'The Magic Faraway Tree'.")
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