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_new-indian-movies-2024-124-south-indian-movies-in-hindi-dubbed-124-hindi-blockbuster-movies-124.jpg "New indian movies 2024 | south indian movies in hindi dubbed | Hindi blockbuster movie")
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_manchester-announces-scholarship-for-indian-students.jpg "Caption- Secure University of Manchester's Scholarships with Admissify!Our experts will guide you through every step to secure prestigious merit-based awards for international students. From scholarship essays to interview prep, we help boost your chances. So, don't miss out and book a FREE counselling session now!. The link is in the profile.")
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_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
_the-great-indian-kapil-show-kaushal-brothers-124-bacha-hua-content-124-vicky-kaushal-kapil-sharma.jpg "The Great Indian Kapil Show - Kaushal Brothers | Bacha Hua Content | Vicky Kaushal, Kapil Sharma from indian vegiana closed")
⏲ 10:17 👁 350K
_outlook-talks-prof-tanvir-aeijaz-on-muslims-in-indianpolitics.jpg "'Outlook Talks’ in conversation with Tanvir Aeijaz, Professor, Department of Political Science from Delhi University discussing Muslim representation in Indian politics. <br/><br/>The conversation addresses historical underrepresentation, the impact of socio-economic backwardness, Islamophobia, and the strategic use of religious polarisation in elections. The dialogue highlights the political challenges and systemic issues faced by the Muslim community.<br/><br/>Follow us:<br/>Website: https://www.outlookindia.com/<br/>Facebook: https://www.facebook.com/Outlookindia<br/>Instagram: https://www.instagram.com/outlookindia/<br/>X: https://twitter.com/Outlookindia<br/>Whatsapp: https://whatsapp.com/channel/0029VaNrF3v0AgWLA6OnJH0R<br/>Youtube: https://www.youtube.com/@OutlookMagazine<br/>Dailymotion: https://www.dailymotion.com/outlookindia<br/><br/>#MuslimRepresentation #IndianPolitics #Islamophobia #ElectoralChallenges")
⏲ 39:32 👁 4.9M
_new-lancia-ypsilon-edizione-limitata-cassina-design-preview.jpg "The New Lancia Ypsilon is a smart city car that stands out in the urban environment for its ease of driving and handling: agile in the city but also lots of fun on the twists and turns on a hill. To pass this test, Lancia based its work on the multienergy Common Modular Platform (CMP), a segment-leading modular facility perfect for both full-electric motors and hybrid engines. The design and production team has worked to obtain a car that is agile, dynamic, can maintain remarkable grip and stability on the road, and is at the same time equipped with great comfort, guaranteeing a level of absolute premiumness.<br/>Work has focused on four main areas: onboard well-being, sound quality, production quality, and driving pleasure. In terms of onboard well-being, a specific soundproofing package has been developed to create a relaxing and soundproof environment, regardless of road surface conditions and the car’s speed. A specific set of gaskets has also been developed for the doors, to improve the sound quality when they are closed, as well as a new design for the handles to convey a tangible and extensive feeling of robustness. As for production quality, investment has been made in staff training, dedicated equipment and processes, to achieve a level of competition typical of a premium brand and to guarantee the end customer the best quality currently available on the market.<br/>In addition to these interventions, attention has been paid to driving pleasure: the team has widened the wheel track by 24 mm, to ensure better weight distribution and handling for the new model. The steering system has also been calibrated for the utmost driving precision; last but not least, work has been done to obtain a specific setup for the suspension, more dynamic but never too stiff.")
⏲ 1:48 👁 255K
_superstar-2024-south-indian-action-blockbuster-movie-dubbed-in-hindi-sreeram-elsa-ghosh.jpg "SUPERSTAR (2024) - South Indian Action Blockbuster Movie Dubbed In Hindi - Sreeram , Elsa Ghosh")
⏲ 1:25:27 👁 75K
_dianas-bike-indian-scout-rogue-in-storm-blue.jpg "https://www.youtube.com/channel/UCL_LHLGKkd4UMb9GwIWEmIw")
⏲ 1:8 👁 235K
_eci-hails-39miracle39-of-indian-elections-with-record-642-million-voters-gives-standing-ovation.jpg "Join us as we dive into the monumental achievement of the Indian Lok Sabha elections, where a historic 642 million voters participated. During a press conference on Monday, Chief Election Commissioner Rajiv Kumar commended the incredible turnout, giving all voters a well-deserved standing ovation. Discover the significance of this record-breaking election and its impact on Indian democracy. Don't miss out on this celebration of electoral participation!<br/> <br/>#IndianElections #LokSabha2024 #DemocracyInAction #HistoricTurnout #642MillionVoters #ElectionCommission #RajivKumar #VotingMiracle #IndiaVotes #DemocraticMilestone #OneindiaNews<br/>~PR.274~ED.101~GR.125~HT.96~")
⏲ 5:27 👁 1M
_gamestop-rally-continues-following-return-of-39roaring-kitty39.jpg "GameStop Rally , Continues Following Return of, 'Roaring Kitty' .<br/>On June 3, meme stock GameStop rallied on rumors that <br/>Keith Gill, the inspiration for the stock's 2021 short squeeze, <br/>may be holding a significant share of the company..<br/>NBC reports that Gill, otherwise known as Roaring Kitty on YouTube <br/>and X, posted a screenshot of what is believed to be his <br/>extensive GameStop portfolio of common shares and call options. .<br/>NBC reports that Gill, otherwise known as Roaring Kitty on YouTube <br/>and X, posted a screenshot of what is believed to be his <br/>extensive GameStop portfolio of common shares and call options. .<br/>According to the image shared on Reddit's <br/>r/SuperStonk forum, Gill is holding 5 million shares <br/>of GameStop with an estimated worth of $115.7 million. .<br/>According to the image shared on Reddit's <br/>r/SuperStonk forum, Gill is holding 5 million shares <br/>of GameStop with an estimated worth of $115.7 million. .<br/>The post also showed 120,000 call <br/>options with a strike price of $20. .<br/>On May 31, GameStop <br/>shares closed at $23.14.<br/>As a result of Roaring Kitty's post, <br/>shares in GameStop were up almost 84%,<br/>reaching $42.55 in premarket trading.<br/>NBC reports that around the same time as <br/>the Reddit post, Gill also made a cryptic post <br/>on X of a 'Reverse' card from the game 'Uno.'.<br/>NBC reports that around the same time as <br/>the Reddit post, Gill also made a cryptic post <br/>on X of a 'Reverse' card from the game 'Uno.'.<br/>Three weeks ago, Gill's first return to social media <br/>led to an initial rally for GameStop that saw <br/>shares more than double for the month of May.<br/>Three weeks ago, Gill's first return to social media <br/>led to an initial rally for GameStop that saw <br/>shares more than double for the month of May.<br/>In response to the May rally, <br/>GameStop capitalized by raising <br/>over $900 million in a stock sale.<br/>The rally comes as GameStop continues to struggle <br/>amid the transition away from brick-and-mortar <br/>video game stores and towards online gaming. .<br/>The rally comes as GameStop continues to struggle <br/>amid the transition away from brick-and-mortar <br/>video game stores and towards online gaming.")
⏲ 1:31 👁 350K
_my-indian-chief-bobber-dark-horse.jpg "https://www.youtube.com/channel/UCL_LHLGKkd4UMb9GwIWEmIw")
⏲ 1:14 👁 240K
_funny-indian-family.jpg "Funny indian family from indian vegiana closed")
⏲ 0:18 👁 60K
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_new-indian-movies-2024-124-south-indian-movies-in-hindi-dubbed-124-hindi-blockbuster-movies-124.webp "New indian movies 2024 | south indian movies in hindi dubbed | Hindi blockbuster movie")
_manchester-announces-scholarship-for-indian-students.webp "Caption- Secure University of Manchester's Scholarships with Admissify!Our experts will guide you through every step to secure prestigious merit-based awards for international students. From scholarship essays to interview prep, we help boost your chances. So, don't miss out and book a FREE counselling session now!. The link is in the profile.")
_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 \")
_the-great-indian-kapil-show-kaushal-brothers-124-bacha-hua-content-124-vicky-kaushal-kapil-sharma.webp "The Great Indian Kapil Show - Kaushal Brothers | Bacha Hua Content | Vicky Kaushal, Kapil Sharma from indian vegiana closed")
_outlook-talks-prof-tanvir-aeijaz-on-muslims-in-indianpolitics.webp "'Outlook Talks’ in conversation with Tanvir Aeijaz, Professor, Department of Political Science from Delhi University discussing Muslim representation in Indian politics. <br/><br/>The conversation addresses historical underrepresentation, the impact of socio-economic backwardness, Islamophobia, and the strategic use of religious polarisation in elections. The dialogue highlights the political challenges and systemic issues faced by the Muslim community.<br/><br/>Follow us:<br/>Website: https://www.outlookindia.com/<br/>Facebook: https://www.facebook.com/Outlookindia<br/>Instagram: https://www.instagram.com/outlookindia/<br/>X: https://twitter.com/Outlookindia<br/>Whatsapp: https://whatsapp.com/channel/0029VaNrF3v0AgWLA6OnJH0R<br/>Youtube: https://www.youtube.com/@OutlookMagazine<br/>Dailymotion: https://www.dailymotion.com/outlookindia<br/><br/>#MuslimRepresentation #IndianPolitics #Islamophobia #ElectoralChallenges")
_new-lancia-ypsilon-edizione-limitata-cassina-design-preview.webp "The New Lancia Ypsilon is a smart city car that stands out in the urban environment for its ease of driving and handling: agile in the city but also lots of fun on the twists and turns on a hill. To pass this test, Lancia based its work on the multienergy Common Modular Platform (CMP), a segment-leading modular facility perfect for both full-electric motors and hybrid engines. The design and production team has worked to obtain a car that is agile, dynamic, can maintain remarkable grip and stability on the road, and is at the same time equipped with great comfort, guaranteeing a level of absolute premiumness.<br/>Work has focused on four main areas: onboard well-being, sound quality, production quality, and driving pleasure. In terms of onboard well-being, a specific soundproofing package has been developed to create a relaxing and soundproof environment, regardless of road surface conditions and the car’s speed. A specific set of gaskets has also been developed for the doors, to improve the sound quality when they are closed, as well as a new design for the handles to convey a tangible and extensive feeling of robustness. As for production quality, investment has been made in staff training, dedicated equipment and processes, to achieve a level of competition typical of a premium brand and to guarantee the end customer the best quality currently available on the market.<br/>In addition to these interventions, attention has been paid to driving pleasure: the team has widened the wheel track by 24 mm, to ensure better weight distribution and handling for the new model. The steering system has also been calibrated for the utmost driving precision; last but not least, work has been done to obtain a specific setup for the suspension, more dynamic but never too stiff.")
_superstar-2024-south-indian-action-blockbuster-movie-dubbed-in-hindi-sreeram-elsa-ghosh.webp "SUPERSTAR (2024) - South Indian Action Blockbuster Movie Dubbed In Hindi - Sreeram , Elsa Ghosh")
_dianas-bike-indian-scout-rogue-in-storm-blue.webp "https://www.youtube.com/channel/UCL_LHLGKkd4UMb9GwIWEmIw")
_eci-hails-39miracle39-of-indian-elections-with-record-642-million-voters-gives-standing-ovation.webp "Join us as we dive into the monumental achievement of the Indian Lok Sabha elections, where a historic 642 million voters participated. During a press conference on Monday, Chief Election Commissioner Rajiv Kumar commended the incredible turnout, giving all voters a well-deserved standing ovation. Discover the significance of this record-breaking election and its impact on Indian democracy. Don't miss out on this celebration of electoral participation!<br/> <br/>#IndianElections #LokSabha2024 #DemocracyInAction #HistoricTurnout #642MillionVoters #ElectionCommission #RajivKumar #VotingMiracle #IndiaVotes #DemocraticMilestone #OneindiaNews<br/>~PR.274~ED.101~GR.125~HT.96~")
_gamestop-rally-continues-following-return-of-39roaring-kitty39.webp "GameStop Rally , Continues Following Return of, 'Roaring Kitty' .<br/>On June 3, meme stock GameStop rallied on rumors that <br/>Keith Gill, the inspiration for the stock's 2021 short squeeze, <br/>may be holding a significant share of the company..<br/>NBC reports that Gill, otherwise known as Roaring Kitty on YouTube <br/>and X, posted a screenshot of what is believed to be his <br/>extensive GameStop portfolio of common shares and call options. .<br/>NBC reports that Gill, otherwise known as Roaring Kitty on YouTube <br/>and X, posted a screenshot of what is believed to be his <br/>extensive GameStop portfolio of common shares and call options. .<br/>According to the image shared on Reddit's <br/>r/SuperStonk forum, Gill is holding 5 million shares <br/>of GameStop with an estimated worth of $115.7 million. .<br/>According to the image shared on Reddit's <br/>r/SuperStonk forum, Gill is holding 5 million shares <br/>of GameStop with an estimated worth of $115.7 million. .<br/>The post also showed 120,000 call <br/>options with a strike price of $20. .<br/>On May 31, GameStop <br/>shares closed at $23.14.<br/>As a result of Roaring Kitty's post, <br/>shares in GameStop were up almost 84%,<br/>reaching $42.55 in premarket trading.<br/>NBC reports that around the same time as <br/>the Reddit post, Gill also made a cryptic post <br/>on X of a 'Reverse' card from the game 'Uno.'.<br/>NBC reports that around the same time as <br/>the Reddit post, Gill also made a cryptic post <br/>on X of a 'Reverse' card from the game 'Uno.'.<br/>Three weeks ago, Gill's first return to social media <br/>led to an initial rally for GameStop that saw <br/>shares more than double for the month of May.<br/>Three weeks ago, Gill's first return to social media <br/>led to an initial rally for GameStop that saw <br/>shares more than double for the month of May.<br/>In response to the May rally, <br/>GameStop capitalized by raising <br/>over $900 million in a stock sale.<br/>The rally comes as GameStop continues to struggle <br/>amid the transition away from brick-and-mortar <br/>video game stores and towards online gaming. .<br/>The rally comes as GameStop continues to struggle <br/>amid the transition away from brick-and-mortar <br/>video game stores and towards online gaming.")
_my-indian-chief-bobber-dark-horse.webp "https://www.youtube.com/channel/UCL_LHLGKkd4UMb9GwIWEmIw")
_funny-indian-family.webp "Funny indian family from indian vegiana closed")
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