Did you mean?
Search Results - Showing 60 - 72 Of 80
_pappu-bikare-ki-girlfriend-gulli-bulli-cartoon-granny-short-tmkoc-mummy-shortscomedy.jpg "watch here new Pappu Bikare ki GirlfriendGulli BulliCartoongrannyshorttmkoc mummyshortscomedy, Do follow for watching next")
⏲ 0:15 👁 100K
_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
_elon-musk39s-xai-secures-366-billion-in-funding-from-major-investors-fidelity-sequoia-capital-and-andreessen-horowitz.jpg "Elon Musk's AI startup xAI has raised $6 billion in a Series B funding round valuing the company at $24 billion. Major investors in the round include Fidelity, Sequoia Capital, Andreessen Horowitz, Prince Alwaleed Bin Talal, and Kingdom Holding. The company's first major product is an AI assistant called Grok that is available to premium users of Elon Musk's social media platform X. Grok competes with AI models like GPT-4, Claude, and Llama and aims to provide an advanced language model. xAI is central to Elon Musk's turnaround plans for X after facing challenges since acquiring Twitter.")
⏲ 0:41 👁 240K
_sinclair-and-diamond-sports39-bankruptcy-impact-on-broadcasts.jpg "Sinclair and Diamond Sports' Bankruptcy Impact on Broadcasts from ternary operator in language")
⏲ 2:25 👁 90K
_adam-vs-samurai-in-free-fire-challenge-fantompro1-chotavillansks.jpg "watch here new Adam vs samurai in free fire challenge@FantomPro1 @chotavillansks.Do follow for watching next")
⏲ 0:27 👁 85K
_real-madrid-celebrate-record-extending-15th-champions-league.jpg "Real Madrid celebrate a record-extending 15th UCL title after beating Dortmund 2-0 in the final at Wembley")
⏲ 1:46 👁 80K
_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
_michigan-sports-betting-sees-boost-in-april-revenue.jpg "Michigan Sports Betting Sees Boost in April Revenue from ternary operator in language")
⏲ 2:16 👁 215K
_1979-l39amant-de-poche-hot-french-milf-movie-english-language-version.jpg "The Pocket Lover\")
⏲ 1:27:9 👁 175K
_woman-pulls-faces-as-rishi-sunak-speaks.jpg "<p>Footage of Rishi Sunak's speech has been widely circulated - thanks to one woman in the crowd.</p>")
⏲ 0:41 👁 720K
_british-backpackers-in-tears-after-cobra-and-2000-moths-swarm-hotel-room.jpg "<p>Two British backpackers were left in tears after a cobra and thousands of moths swarmed their hotel room in Thailand.</p>")
⏲ 0:20 👁 410K
_the-girl39s-skills-are-amazingcamping-survival-bushcraft-outdoors-lifehack.jpg "watch here new The GIRL's skills are AMAZING#camping #survival #bushcraft #outdoors #lifehack.Do follow for watching next")
⏲ 0:20 👁 80K
Related Searches
Search Videos
Recent Searches
_pappu-bikare-ki-girlfriend-gulli-bulli-cartoon-granny-short-tmkoc-mummy-shortscomedy.webp "watch here new Pappu Bikare ki GirlfriendGulli BulliCartoongrannyshorttmkoc mummyshortscomedy, Do follow for watching next")
_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")
_elon-musk39s-xai-secures-366-billion-in-funding-from-major-investors-fidelity-sequoia-capital-and-andreessen-horowitz.webp "Elon Musk's AI startup xAI has raised $6 billion in a Series B funding round valuing the company at $24 billion. Major investors in the round include Fidelity, Sequoia Capital, Andreessen Horowitz, Prince Alwaleed Bin Talal, and Kingdom Holding. The company's first major product is an AI assistant called Grok that is available to premium users of Elon Musk's social media platform X. Grok competes with AI models like GPT-4, Claude, and Llama and aims to provide an advanced language model. xAI is central to Elon Musk's turnaround plans for X after facing challenges since acquiring Twitter.")
_sinclair-and-diamond-sports39-bankruptcy-impact-on-broadcasts.webp "Sinclair and Diamond Sports' Bankruptcy Impact on Broadcasts from ternary operator in language")
_adam-vs-samurai-in-free-fire-challenge-fantompro1-chotavillansks.webp "watch here new Adam vs samurai in free fire challenge@FantomPro1 @chotavillansks.Do follow for watching next")
_real-madrid-celebrate-record-extending-15th-champions-league.webp "Real Madrid celebrate a record-extending 15th UCL title after beating Dortmund 2-0 in the final at Wembley")
_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 \")
_michigan-sports-betting-sees-boost-in-april-revenue.webp "Michigan Sports Betting Sees Boost in April Revenue from ternary operator in language")
_1979-l39amant-de-poche-hot-french-milf-movie-english-language-version.webp "The Pocket Lover\")
_woman-pulls-faces-as-rishi-sunak-speaks.webp "<p>Footage of Rishi Sunak's speech has been widely circulated - thanks to one woman in the crowd.</p>")
_british-backpackers-in-tears-after-cobra-and-2000-moths-swarm-hotel-room.webp "<p>Two British backpackers were left in tears after a cobra and thousands of moths swarmed their hotel room in Thailand.</p>")
_the-girl39s-skills-are-amazingcamping-survival-bushcraft-outdoors-lifehack.webp "watch here new The GIRL's skills are AMAZING#camping #survival #bushcraft #outdoors #lifehack.Do follow for watching next")
![[+]](/images/menu.gif){kind=small}