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_pokmon-the-series-xyz-season-19-19-hindi-episodes-master-class-is-in-session-124-chillandzeal-124.webp "Pokémon the Series XYZ (Season 19) - 19 Hindi Episodes - Master Class Is in Session! | ChillAndZeal |<br/>Background Credit :- Real Owner <br/> ______________________________________________________ <br/><br/>All video photo and clips credit goes :) Real owner<br/> ************************************************ <br/><br/> Tag - <br/><br/>anime booth,naruto shippuden hindi dub promo,black clover,anime in hindi,anime booth hindi official,black clover anime in hindi,anime in india,black clover anime hindi dubbed,naruto shippuden official promo hindi dubbed| anime booth!,naruto shippuden in hindi,official hindi dubbed anime,black clover anime,anime booth india,black clover in hindi,naruto shippuden hindi dubbed,anime booth hindi,anime hindi,anime booth channel number,anime in hindi dub<br/><br/><br/>COPYRIGHT DISCLAIMER:Under Section 107 of the Copyright Act 1976, allowance is made for \")
⏲ 21:30 👁 375K
_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 \")
_beautiful-relaxing-music-stop-overthinking-stress-relief-music-soothing-music-calming-music-stress-relief-music-soothin.webp "Beautiful Relaxing MusicStop Overthinking, Stress Relief Music, Soothing Music, Calming Music Stress Relief Music,<br/>Soothing Music, Calming Music, Tranquil Sounds, Peaceful Ambiance, Meditation Music, Relaxation Music,<br/>-------------------------------------------------------------<br/>Immerse yourself in the tranquil sounds of \")
_come-outside-taster-session-for-expo-sunderland.webp "Come Outside taster session for Expo Sunderland")
_lovely-dark-and-deep-2023-english-movie.webp "Lovely Dark and Deep (2023) English Movie")
_topic-of-the-day.webp "\")
_tory-candidate-describes-pm-as-tech-bro-from-another-mo39.webp "Ben Everitt, Conservative candidate for Milton Keynes North, stumbles over Rishi Sunak’s name and describes the prime minister as \")
_18-locked-up-2017-hollywood-unrated-movie.webp "Locked Up (2017) UNRATED Hollywood Movie")
_ary-news-10-pm-headlines-124-27th-may-2024-124-weather-latest-update.webp "#heatwave #rain #weatherupdates #headlines <br/><br/>IMF releases official statement after loan talks with Pakistan<br/><br/>Sindh govt to conduct random drug tests of students<br/><br/>SHC allows reporters to cover court proceedings<br/><br/>US envoy meets FinMin Aurangzeb, discusses mutual trade, investment<br/><br/>Mercury soars to 51 Celsius in Mohenjo-daro, Shaheed Benazirabad<br/><br/>Budget 2025: NA session ‘summoned’ on June 5<br/><br/>Follow the ARY News channel on WhatsApp: https://bit.ly/46e5HzY<br/><br/>Subscribe to our channel and press the bell icon for latest news updates: http://bit.ly/3e0SwKP<br/><br/>ARY News is a leading Pakistani news channel that promises to bring you factual and timely international stories and stories about Pakistan, sports, entertainment, and business, amid others.")
_dad-trains-toddler-in-adorable-92.webp "Get ready for a heartwarming overload of pure joy!This incredible video captures the adorable bond between a father and his toddler during a playful training session.Forget boring drills! This dad takes a creative approach, transforming playtime into a mini fighter workout.With padded mitts and lighthearted jabs, the toddler throws punches with infectious enthusiasm. <br/><br/>Video ID: WGA329226<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/>#heartwarmingfathersonmoment #adorabletoddlertraining #playfuldadandson #viralvideo #preciousfatherandchildbond #fatherhood #childdevelopment #playtimeactivities #positiveparenting #cantstopwontstop #toocute #familyfun #minime #futurechampion #makingmemories #daddyslittlefighter #preciousmoments #caughtoncamera #familiesofinstagram #loveyoutothemoonandback<br/>")
_20.webp "What they have done about China? On 65 patrolling points, the agreement was going well in the last 45 years. But, now at 26 points, the Chinese military is there and our Jawans can't go, : Shashi Tharoor | \")
⏲ 4:13 👁 135K
_ary-news-9-pm-headlines-124-27th-may-2024-124-prime-time-headlines.webp "#imrankhan #ciphercase #islamabadhighcourt #headlines <br/><br/>IMF releases official statement after loan talks with Pakistan<br/><br/>Sindh govt to conduct random drug tests of students<br/><br/>SHC allows reporters to cover court proceedings<br/><br/>US envoy meets FinMin Aurangzeb, discusses mutual trade, investment<br/><br/>Mercury soars to 51 Celsius in Mohenjo-daro, Shaheed Benazirabad<br/><br/>Budget 2025: NA session ‘summoned’ on June 5<br/><br/>Follow the ARY News channel on WhatsApp: https://bit.ly/46e5HzY<br/><br/>Subscribe to our channel and press the bell icon for latest news updates: http://bit.ly/3e0SwKP<br/><br/>ARY News is a leading Pakistani news channel that promises to bring you factual and timely international stories and stories about Pakistan, sports, entertainment, and business, amid others.")
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