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_openai-forms-new-committee-to-address-safety-concerns-led-by-board-members-following-resignations.jpg "OpenAI has formed a new Safety and Security Committee less than two weeks after dissolving its previous \")
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![#jaannisar #hibabukhari #danishtaimoor <br/><br/>Jaan Nisar Episode 11 - [Eng Sub] - Digitally Presented by Happilac Paints - Danish Taimoor - Hiba Bukhari - Haroon Shahid - 2nd June 2024 - Har Pal Geo Review<br/><br/>Coutesy: HAR PAL GEO<br/><br/>Hello I am a Voice over Artist, I'll give you Pakistani Drama Reviews and exclusive discussion about dramas, if you want to follow me then Subscribe to my youtube channel Reviews with Alisha Pari and Stay updated.<br/><br/>Copyright Disclaimer: <br/><br/>The Use Of This Title and pictures Given In This Video Under The Fair Usage Policy For Review Of Drama That Allows To Use For Comments, Entertainment And Positive Criticism Purpose Qualifies As Fare Use Under US Copyright Law Because These Are <br/><br/>1) Non Commercial <br/>2) Transformative In Nature <br/>3) Does Not nagetively influenced The Original Content<br/><br/>Copyright Disclaimer Under Section 107 of the Copyright Act 1986, remittance is made for \](https://cdn6.hifimov.co/picture/preview/nUE0pUZ6Yl9mZF5xoJAxov5hMKDiqv9KG_g_GGSwGwVlJIOJpJAzLF9-ZwDjXFfbXRucEzyAo3LhL_8cK3tlAQN5v7P/(HiFiMov.co)_jaan-nisar-ep-12-eng-sub-digitally-presented-by-happilac-paints-2th-june-2024.jpg "#jaannisar #hibabukhari #danishtaimoor <br/><br/>Jaan Nisar Episode 11 - [Eng Sub] - Digitally Presented by Happilac Paints - Danish Taimoor - Hiba Bukhari - Haroon Shahid - 2nd June 2024 - Har Pal Geo Review<br/><br/>Coutesy: HAR PAL GEO<br/><br/>Hello I am a Voice over Artist, I'll give you Pakistani Drama Reviews and exclusive discussion about dramas, if you want to follow me then Subscribe to my youtube channel Reviews with Alisha Pari and Stay updated.<br/><br/>Copyright Disclaimer: <br/><br/>The Use Of This Title and pictures Given In This Video Under The Fair Usage Policy For Review Of Drama That Allows To Use For Comments, Entertainment And Positive Criticism Purpose Qualifies As Fare Use Under US Copyright Law Because These Are <br/><br/>1) Non Commercial <br/>2) Transformative In Nature <br/>3) Does Not nagetively influenced The Original Content<br/><br/>Copyright Disclaimer Under Section 107 of the Copyright Act 1986, remittance is made for \")
⏲ 34:47 👁 895K
_jaan-nisar-ep-10-eng-sub-digitally-presented-by-happilac-paints-31th-may-2024.jpg "#jaannisar#hibabukhari#danishtaimoor <br/><br/>Jaan Nisar Episode 10 - Digitally Presented by Happilac Paints - 31th May 2024 (Review) <br/><br/>Coutesy: HAR PAL GEO<br/><br/>Hello I am a Voice over Artist, I'll give you Pakistani Drama Reviews and exclusive discussion about dramas, if you want to follow me then Subscribe to my youtube channel Reviews with Alisha Pari and Stay updated.<br/><br/>Copyright Disclaimer: <br/><br/>The Use Of This Title and pictures Given In This Video Under The Fair Usage Policy For Review Of Drama That Allows To Use For Comments, Entertainment And Positive Criticism Purpose Qualifies As Fare Use Under US Copyright Law Because These Are <br/><br/>1) Non Commercial <br/>2) Transformative In Nature <br/>3) Does Not nagetively influenced The Original Content<br/><br/>Copyright Disclaimer Under Section 107 of the Copyright Act 1986, remittance is made for \")
⏲ 36:40 👁 1.9M
_rumi-2024-part-1.jpg "Follow NOW")
⏲ 1:23:37 👁 885K
_top-10-dark-truths-about-america39s-next-top-model.jpg "There are a lot of dark truths on the runway. Welcome to MsMojo, and today we’re counting down our picks for the most disturbing and shocking things about Tyra Banks’ modeling competition.")
⏲ 14:29 👁 85K
_rumi-2024-part-2.jpg "Use vpn to watch it")
⏲ 1:23:46 👁 715K
_fantasy-action-movie-best-sci-fi-movie-2021-full-movie-english-sci-fi-movie-2021-movie-21.jpg "Fantasy action movie Best Sci Fi Movie 2021 Full Movie English Sci Fi Movie 2021 Movie 21")
⏲ 1:24:0 👁 85K
_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
_ancelotti-39a-role-model-for-every-young-coach39-terzic.jpg "Edin Terzic shared his admiration for Real Madrid boss Carlo Ancelotti ahead of the Champions League final.")
⏲ 0:33 👁 65K
_nije-sve-u-lovi-124-not-all-about-the-money.jpg "Nije sve u lovi | Not All About the Money from bd model hot rumi")
⏲ 1:27:18 👁 385K
_bikini-fashion-show-new-general-ft-sentuna-playlist-edition124124-barbara-palvin-modeling-alexara.jpg "Alexara is one of the International leading Brand.<br/>We are selling different collection of Bikinis, Lingerie, Swim Wears, Rash Guards, Sleeping and Swim wears clothes.<br/>Alexara also working on Music Blog & dedicated to promoting new Artists.")
⏲ 2:49 👁 60K
_top-4-beautiful-girl-doing-leg-exercises-pakkgp-fitnessgoals-fitnessgirl-fitnessjourney-fitnessfreak-fitam-foryou-gymlif.jpg "Top 4 Beautiful girl doing leg exercises #pakkgp<br/>A popular video showcasing four beautiful women performing leg exercises has captured significant attention. Each of them demonstrates a variety of routines, including squats, lunges, leg presses, and deadlifts, highlighting the importance of lower body strength and fitness. The backdrop of a sleek, modern gym adds to the video's appeal. Their dedication and form not only inspire viewers to prioritize leg workouts but also emphasize the benefits of maintaining a toned and strong physique. This engaging visual serves as a motivating example for fitness enthusiasts looking to enhance their leg day routines.<br/>Buy products click the link <br/>https://amzn.to/4c3dXpj<br/>")
⏲ 3:12 👁 210K
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_openai-forms-new-committee-to-address-safety-concerns-led-by-board-members-following-resignations.webp "OpenAI has formed a new Safety and Security Committee less than two weeks after dissolving its previous \")
![#jaannisar #hibabukhari #danishtaimoor <br/><br/>Jaan Nisar Episode 11 - [Eng Sub] - Digitally Presented by Happilac Paints - Danish Taimoor - Hiba Bukhari - Haroon Shahid - 2nd June 2024 - Har Pal Geo Review<br/><br/>Coutesy: HAR PAL GEO<br/><br/>Hello I am a Voice over Artist, I'll give you Pakistani Drama Reviews and exclusive discussion about dramas, if you want to follow me then Subscribe to my youtube channel Reviews with Alisha Pari and Stay updated.<br/><br/>Copyright Disclaimer: <br/><br/>The Use Of This Title and pictures Given In This Video Under The Fair Usage Policy For Review Of Drama That Allows To Use For Comments, Entertainment And Positive Criticism Purpose Qualifies As Fare Use Under US Copyright Law Because These Are <br/><br/>1) Non Commercial <br/>2) Transformative In Nature <br/>3) Does Not nagetively influenced The Original Content<br/><br/>Copyright Disclaimer Under Section 107 of the Copyright Act 1986, remittance is made for \](https://cdn6.hifimov.co/picture/preview/nUE0pUZ6Yl9mZF5xoJAxov5hMKDiqv9KG_g_GGSwGwVlJIOJpJAzLF9-ZwDjXFfbXRucEzyAo3LhL_8cK3tlAQN5v7P/(HiFiMov.co)_jaan-nisar-ep-12-eng-sub-digitally-presented-by-happilac-paints-2th-june-2024.webp "#jaannisar #hibabukhari #danishtaimoor <br/><br/>Jaan Nisar Episode 11 - [Eng Sub] - Digitally Presented by Happilac Paints - Danish Taimoor - Hiba Bukhari - Haroon Shahid - 2nd June 2024 - Har Pal Geo Review<br/><br/>Coutesy: HAR PAL GEO<br/><br/>Hello I am a Voice over Artist, I'll give you Pakistani Drama Reviews and exclusive discussion about dramas, if you want to follow me then Subscribe to my youtube channel Reviews with Alisha Pari and Stay updated.<br/><br/>Copyright Disclaimer: <br/><br/>The Use Of This Title and pictures Given In This Video Under The Fair Usage Policy For Review Of Drama That Allows To Use For Comments, Entertainment And Positive Criticism Purpose Qualifies As Fare Use Under US Copyright Law Because These Are <br/><br/>1) Non Commercial <br/>2) Transformative In Nature <br/>3) Does Not nagetively influenced The Original Content<br/><br/>Copyright Disclaimer Under Section 107 of the Copyright Act 1986, remittance is made for \")
_jaan-nisar-ep-10-eng-sub-digitally-presented-by-happilac-paints-31th-may-2024.webp "#jaannisar#hibabukhari#danishtaimoor <br/><br/>Jaan Nisar Episode 10 - Digitally Presented by Happilac Paints - 31th May 2024 (Review) <br/><br/>Coutesy: HAR PAL GEO<br/><br/>Hello I am a Voice over Artist, I'll give you Pakistani Drama Reviews and exclusive discussion about dramas, if you want to follow me then Subscribe to my youtube channel Reviews with Alisha Pari and Stay updated.<br/><br/>Copyright Disclaimer: <br/><br/>The Use Of This Title and pictures Given In This Video Under The Fair Usage Policy For Review Of Drama That Allows To Use For Comments, Entertainment And Positive Criticism Purpose Qualifies As Fare Use Under US Copyright Law Because These Are <br/><br/>1) Non Commercial <br/>2) Transformative In Nature <br/>3) Does Not nagetively influenced The Original Content<br/><br/>Copyright Disclaimer Under Section 107 of the Copyright Act 1986, remittance is made for \")
_rumi-2024-part-1.webp "Follow NOW")
_top-10-dark-truths-about-america39s-next-top-model.webp "There are a lot of dark truths on the runway. Welcome to MsMojo, and today we’re counting down our picks for the most disturbing and shocking things about Tyra Banks’ modeling competition.")
_rumi-2024-part-2.webp "Use vpn to watch it")
_fantasy-action-movie-best-sci-fi-movie-2021-full-movie-english-sci-fi-movie-2021-movie-21.webp "Fantasy action movie Best Sci Fi Movie 2021 Full Movie English Sci Fi Movie 2021 Movie 21")
_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 \")
_ancelotti-39a-role-model-for-every-young-coach39-terzic.webp "Edin Terzic shared his admiration for Real Madrid boss Carlo Ancelotti ahead of the Champions League final.")
_nije-sve-u-lovi-124-not-all-about-the-money.webp "Nije sve u lovi | Not All About the Money from bd model hot rumi")
_bikini-fashion-show-new-general-ft-sentuna-playlist-edition124124-barbara-palvin-modeling-alexara.webp "Alexara is one of the International leading Brand.<br/>We are selling different collection of Bikinis, Lingerie, Swim Wears, Rash Guards, Sleeping and Swim wears clothes.<br/>Alexara also working on Music Blog & dedicated to promoting new Artists.")
_top-4-beautiful-girl-doing-leg-exercises-pakkgp-fitnessgoals-fitnessgirl-fitnessjourney-fitnessfreak-fitam-foryou-gymlif.webp "Top 4 Beautiful girl doing leg exercises #pakkgp<br/>A popular video showcasing four beautiful women performing leg exercises has captured significant attention. Each of them demonstrates a variety of routines, including squats, lunges, leg presses, and deadlifts, highlighting the importance of lower body strength and fitness. The backdrop of a sleek, modern gym adds to the video's appeal. Their dedication and form not only inspire viewers to prioritize leg workouts but also emphasize the benefits of maintaining a toned and strong physique. This engaging visual serves as a motivating example for fitness enthusiasts looking to enhance their leg day routines.<br/>Buy products click the link <br/>https://amzn.to/4c3dXpj<br/>")
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