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_french-olympic-surfer-fierro-rides-the-waves-to-victory-in-tahiti.webp "Vahine Fierro becomes the first French surfer to win the women's Tahiti Pro on the waves of Teahupo'o on 29 May, two months before the Olympics surfing events are held at the French Pacific island. Fierro, 24, was born on the neighbouring island of Huahine and, with this success, marked herself down as one of the favourites for Olympic gold.")
_baby-birthday-song-cartoon.webp "We create fun, colorful, and educational kid songs and nursery rhymes the whole family will enjoy.<br/>Give your children a head start learning their ABCs, numbers, shapes, colors, and more, all with our series of cute songs made just for kids!<br/>Each video stars Lucas and his adorable animal friends as they sing nursery rhymes and other catchy kids songs that help your little ones learn while having fun. Every single video is safe, educational, and guaranteed fun!<br/>We're glad you're interested in helping your children learn, and thrilled you found our channel! Subscribe for more nursery rhymes, kid songs, and other free educational content.<br/>")
_session-16-optimizing-open-ran-with-machine-learning-124-concept-overview.webp "Hello and welcome to Session 16 of our Open RAN series! Today, we're diving into the fascinating world of machine learning and its impact on Open RAN networks. We'll be focusing on how machine learning can boost Open RAN performance, specifically in predicting throughput based on MCS coding schemes. This is a crucial aspect for optimizing network performance and resource allocation in Open RAN environments.<br/><br/>1. Introduction to Machine Learning in Open RAN:<br/>Machine learning plays a pivotal role in enhancing Open RAN networks by enabling predictive capabilities, particularly in throughput optimization. By leveraging machine learning models, Open RAN can predict throughput based on the Modulation and Coding Scheme (MCS) coding scheme. Throughput prediction is critical for optimizing network performance and efficiently allocating resources, ensuring a seamless user experience.<br/><br/>2. Developing Machine Learning Models for Throughput Prediction:<br/>Developing a machine learning model for throughput prediction in Open RAN requires several key considerations. Firstly, the model needs to be trained on a dataset that includes throughput data and corresponding MCS values. The model should be designed to handle the complex relationships between these variables and predict throughput accurately. Mathematical functions and algorithms such as regression and neural networks are commonly used for this purpose, as they can effectively capture the underlying patterns in the data.<br/><br/>3. Deployment of Machine Learning Models in Open RAN:<br/>The deployment of machine learning models in Open RAN involves several steps. Once the model is trained and validated, it is deployed to the network where it operates in real-time. The model continuously monitors network conditions and predicts throughput based on incoming data. This information is then used to dynamically allocate network resources, optimizing performance and ensuring efficient operation.<br/><br/>4. Training Data Acquisition Process:<br/>Acquiring training data for the machine learning model involves collecting throughput data and corresponding MCS values from the network. This data is then cleaned and formatted to remove any inconsistencies or errors. The cleaned data is used to train the model, ensuring that it can accurately predict throughput in various network conditions. The training data acquisition process is crucial as it directly impacts the accuracy and reliability of the machine learning model.<br/><br/>Subscribe to \")
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_flower-stock-video-footage-flowers-stock-videos.webp "Welcome to our collection of high-quality, free stock videos! Whether you're a content creator, filmmaker, or just need some stunning visuals for your next project, you've come to the right place. Our library features a wide range of free stock footage, from beautiful landscapes and cityscapes to dynamic action shots and serene nature scenes, all in HD and 4K resolutions.<br/><br/>In this video, you'll find a curated selection of royalty-free clips that are perfect for YouTube, social media, websites, and more. No need to worry about copyright issues—everything here is completely free to use for personal and commercial projects.<br/><br/>Explore our diverse range of video clips:<br/>- Beautiful sunsets and sunrises<br/>- Bustling city life and urban landscapes<br/>- Tranquil nature scenes and wildlife<br/>- High-energy sports and action shots<br/>- Creative background visuals for intros and outros<br/><br/>Don't forget to like, comment, and subscribe for more free stock videos! If you have any requests or need specific footage, let us know in the comments. Enjoy creating with our free resources!<br/><br/>#FreeStockVideo #FreeStockFootage #NoCopyrightVideo #HDStockVideo #4KStockFootage #RoyaltyFreeFootage #FreeVideoClips #VideoBackgrounds #YouTubeContent #BrollFootage")
_relaxing-piano-music-calm-the-mind-focus-chill-music-music-for-working-relaxing-amp-studying.webp "Relaxing Piano Music： Calm The Mind, Focus, Chill Music ｜ ♫ Music For Working, Relaxing & Studying")
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_munjya-official-review124-sharvari-124-abhay-verma-124-dinesh-vijan-124-aditya-sarpotdar-124-7th-june-2024.webp "MUNJYA - Official Review| Sharvari | Abhay Verma | Dinesh Vijan | Aditya Sarpotdar | 7th June 2024<br/>movies 2023 full movie,<br/>movies 2024 full movie,<br/>movies telugu,<br/>movies 2023 full movie hindi,<br/>movies 2022 full movie,<br/>movies hindi,<br/>movies 2023 full movie telugu,<br/>movies explained in hindi,<br/>movies 2024 full movie south in hindi dubbed,<br/>movies 2024,<br/>movies bollywood,<br/>movies insight hindi,<br/>movies at glance,<br/>movies app,<br/>movies available on youtube,<br/>movies all,<br/>movies allu arjun,<br/>movies akshay kumar,<br/>movies action,<br/>movies app free,<br/>movies available on youtube in hindi,<br/>movies animal,<br/>a movies malayalam,<br/>a movies tamil,<br/>a movies malayalam new,<br/>a movies english,<br/>a movies malayalam scenes,<br/>a movies hindi,<br/>a movies hollywood,<br/>a movies kannada,<br/>a movies tamil dubbed,<br/>a movies malayalam old,<br/>movies bolt,<br/>movies based on a true story full movie,<br/>movies bollywood hindi,<br/>movies bhojpuri,<br/>movies best,<br/>movies bengali,<br/>movies bollywood 2023,<br/>movies bot telegram,<br/>movies bollywood new,<br/>b movies 2023 full movie,<br/>b movies review,<br/>b movies south indian,<br/>b movies 2023,<br/>b movie house,<br/>b movies 1940s,<br/>b movies science fiction,<br/>b movies explained,<br/>b movies 2024,<br/>b movies fabulous poodles,<br/>movie clip,<br/>movies coming out in 2024,<br/>movies comedy,<br/>movies comedy full movie,<br/>movies comedy scenes,<br/>movies cartoon,<br/>movies channel,<br/>movies comedy hindi,<br/>movies channel on telegram,<br/>movies come,<br/>c movies full eng sub,<br/>c movies gadar 2,<br/>c movies with english subtitles full,<br/>dc movies,<br/>c movies channel,<br/>c movies full episode eng sub,<br/>dc movies in hindi,<br/>c movies hindi dubbed,<br/>cmovies eng sub,<br/>c movies hd,<br/>movies download website,<br/>movies download app,<br/>movies download kaise karen,<br/>movies dubbed in hindi,<br/>movies download,<br/>movies dubbed in hindi full movie,<br/>movies download website telugu,<br/>movies download karne ki website,<br/>movies doraemon,<br/>movies download app in telugu,<br/>hd movies,<br/>hd movies 2023 full movie,<br/>hd movies 2024 full movie,<br/>d movies theorem,<br/>hd movies 2023 full movie hindi,<br/>hd movies telugu,<br/>hd movies download website,<br/>sd movies hindi full,<br/>hd movies 2024 full movie hindi,<br/>hd movies hindi,<br/>movies explanation in hindi,<br/>movies explained in telugu,<br/>movies explained,<br/>movies explained in tamil,<br/>movies english,<br/>movies explained malayalam,<br/>movies explained in kannada,<br/>movies english full movie,<br/>movies explained in hindi hollywood,<br/>e movies tamil,<br/>e movies 2016 full movie,<br/>e movies telugu,<br/>e movie hindi dubbed,<br/>e movies 2023 full movie,<br/>e movie songs,<br/>e movie trailer,<br/>e movie songs tamil,<br/>e movies extra today,<br/>e movie whatsapp status tamil,<br/>movies full movie,<br/>movies funny scenes,<br/>movies for kids,<br/>movies full movie hindi,<br/>movies funny,<br/>movies for students,<br/>movies for kids in hindi,<br/>movies for kids full movies,<br/>movies full movie south in hindi dubbed,<br/>movies full hd,<br/>fmovies,<br/>f movies action full movie,<br/>fmovies telugu,<br/>fmovies channel,<br/>fmovies full movie,<br/>fmovies website,<br/>fmovies clips,<br/>fmovies 2023,<br/>fmovies site,<br/>fmovies app,<br/>movies govinda,<br/>movies goldmines,<br/>movies ghost,<br/>movies gujarati,<br/>movie")
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_islamic-video.webp "Plz support me")
_boom-boom-baby-song-cartoon.webp "We create fun, colorful, and educational kid songs and nursery rhymes the whole family will enjoy.<br/>Give your children a head start learning their ABCs, numbers, shapes, colors, and more, all with our series of cute songs made just for kids!<br/>Each video stars Lucas and his adorable animal friends as they sing nursery rhymes and other catchy kids songs that help your little ones learn while having fun. Every single video is safe, educational, and guaranteed fun!<br/>We're glad you're interested in helping your children learn, and thrilled you found our channel! Subscribe for more nursery rhymes, kid songs, and other free educational content.<br/>")
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