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Sunak edges first TV debate by a whisker - a politics expert explains
⏲ 2:0 👁 2.2M
Incredible Two-Day Surgery to Remove Organs | Surgeons: At the Edge of Life
⏲ 6 minutes 44 seconds 👁 42.4K
Surgeons - At the Edge of Life - Episode 1 - 27 3 2024
⏲ 59 minutes 4 seconds
Is Nvidia The Whole Stock Market, What Does The Data Say?
⏲ 2:17 👁 400K
9. Death, Dying, and Assisted Suicide, Part 1 [Ethics at the Edge of Life]
⏲ 1 hour 8 minutes 47 seconds 👁 5.6K
Behind The Scenes Of The Most Famous Chocolate | Inside Cadbury: Unwrapped | Documentary Central
⏲ 46 minutes 36 seconds 👁 1M
Episode 17-18 Matrial Universe -Green sandalwood cold poison attack, demon gas back to bite! Lin has gone to find the tomb! #Anime
⏲ 32:36 👁 365K
Throne of Seal Episode 111 English Sub
⏲ 0:34 👁 665K
The Boys – Season 4 Official Trailer
⏲ 2:35 👁 205K
The Outrun | movie | 2024 | Official Trailer
⏲ 2:4 👁 495K
The new BMW 330e Touring Design Preview
⏲ 2:26 👁 295K
Session 17: Deployment of Machine Learning Models in Open RAN Networks
⏲ 4:9 👁 75K
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_sunak-edges-first-tv-debate-by-a-whisker-a-politics-expert-explains.webp "Analysis from Dr Steve McCabe, Associate Professor at Birmingham City University.")
_incredible-two-day-surgery-to-remove-organs-124-surgeons-at-the-edge-of-life.webp "BBC")
_surgeons-at-the-edge-of-life-episode-1-27-3-2024.webp "DazzleOnTv")
_is-nvidia-the-whole-stock-market-what-does-the-data-say.webp "Tim Quast, Founder/CEO of ModernIR and Market Structure EDGE joined Benzinga's Premarket Prep team to look at supply and demand on Nvidia stock, NVDA.")
_9-death-dying-and-assisted-suicide-part-1-ethics-at-the-edge-of-life.webp "Biola University")
_behind-the-scenes-of-the-most-famous-chocolate-124-inside-cadbury-unwrapped-124-documentary-central.webp "Documentary Central")
_episode-17-18-matrial-universe-green-sandalwood-cold-poison-attack-demon-gas-back-to-bite-lin-has-gone-to-find-the-to.webp "#Anime<br/><br/>In Episode 17-18 of Matrial Universe, beware as danger lurks in the form of a green sandalwood cold poison attack that leaves a chilling impact! The demon gas resurfaces, ready to strike back with vengeance. Meanwhile, Lin embarks on a quest to find a mysterious tomb, leading to unforeseen consequences that will keep you at the edge of your seat. Join us in this thrilling episode packed with suspense, action, and twists that will keep you hooked from start to finish. Don't miss out on all the drama and excitement in Episode 17-18 of Matrial Universe - Green sandalwood cold poison attack, demon gas back to bite! Lin has gone to find the tomb!")
_throne-of-seal-episode-111-english-sub.webp "\")
_the-boys-season-4-official-trailer.webp "Get ready for an explosive return! Watch the official trailer for The Boys Season 4, where the boundaries between heroes and villains blur more than ever. In this new season, the stakes are higher, the action is more intense, and the shocking revelations will leave you on the edge of your seat. Follow Butcher, Hughie, and the gang as they continue their relentless pursuit of Vought International and its corrupt superheroes. New alliances form, old scores are settled, and the fight against the sinister Homelander reaches a boiling point. <br/>Don't miss the epic saga of The Boys as it unfolds in Season 4!<br/>Like, comment, and subscribe for more updates on The Boys and other exciting series. Share your thoughts on what you think will happen in Season 4 in the comments below!<br/>Your Searches:<br/>The Boys Season 4<br/>The Boys official trailer<br/>The Boys Season 4 trailer<br/>The Boys Amazon Prime<br/>The Boys series<br/>The Boys superheroes<br/>The Boys new season<br/>The Boys cast<br/>The Boys 2024<br/>The Boys teaser<br/>The Boys TV show<br/>The Boys plot<br/>Vought International<br/>The Boys Butcher<br/>The Boys Homelander<br/><br/>#TheBoysSeason4 #TheBoys #TheBoysTrailer #OfficialTrailer #Superheroes #Butcher #Homelander<br/>")
_the-outrun-124-movie-124-2024-124-official-trailer.webp "After living life on the edge in London, Rona attempts to come to terms with her troubled past. She returns to the wild| dG1fWWd6ekRRM09wT2s")
_the-new-bmw-330e-touring-design-preview.webp "For almost 50 years now, the BMW 3 Series has represented the core of the BMW brand. It epitomises sporty driving pleasure in the premium midsize class and has made significant contributions to design, driving dynamics and technological innovations in this segment time and again across what is now seven model generations. The character of the current-generation BMW 3 Series has likewise provided a case study in unwavering progress at work. The extensive revisions already introduced for model year 2022 in the areas of design, powertrain, digitalisation and equipment will now be followed up with a fresh package of updates that take the cars’ visual appeal and cutting-edge modernity to new levels. New high-voltage batteries increase the electric range of the plug-in-hybrid models to a maximum 101 kilometres (63 miles) in the WLTP cycle. New chassis tuning further enhances the balance between sporting potency and comfort. And when it comes to digitalisation in the new BMW 3 Series Sedan and new BMW 3 Series Touring, BMW Operating System 8.5 provides the basis for extremely intuitive and comfortable operation – via the upgraded BMW iDrive with QuickSelect – and for extended navigation functions including Augmented View.<br/><br/>These new technological advances are accompanied by precise design modifications for the exterior and interior. New exterior paint finishes and light-alloy wheels accentuate the aura of sporting elegance radiated by the Sedan and Touring. In the interior, the newly designed steering wheels and instrument panel, plus sophisticated equipment features such as the CraftedClarity glass applications, deliver driving pleasure in an ambience of premium modernity.<br/><br/>The new BMW 3 Series Sedan and new BMW 3 Series Touring will be launched worldwide with a production phase-in in July 2024. Both models will be built at BMW Group Plant Munich. The BMW 3 Series Sedan will also be produced at BMW Group Plant San Luis Potosí in Mexico. The new BMW 3 Series Sedan for the Chinese market will be produced at the Tiexi plant in Shenyang operated by the joint venture BMW Brilliance Automotive (BBA).")
_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 \")
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