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_18-7-deadly-sins-full-movie.jpg "7 Deadly Sins - Full Movie")
⏲ 1:25:59 👁 305K
_gen-z-model-124-the-manila-times-csi-on-the-go.jpg "Gen Z Model | The Manila Times CSI On The Go!<br/><br/>Rising P-pop group Bini is named e-commerce giant Shopee’s new brand ambassador during a launch at the Bonifacio Global City in Taguig on May 28, 2024. As the new face of Shopee, the girl group embodies Gen Z’s values, reflected in its commitment to keeping real, heartfelt connections with ‘Blooms,’ and their shining individuality in every performance.<br/><br/>Video by Iza Iglesias<br/><br/>Subscribe to The Manila Times Channel - https://tmt.ph/YTSubscribe <br/><br/>Visit our website at https://www.manilatimes.net <br/><br/>Follow us: <br/>Facebook - https://tmt.ph/facebook <br/>Instagram - https://tmt.ph/instagram <br/>Twitter - https://tmt.ph/twitter <br/>DailyMotion - https://tmt.ph/dailymotion <br/><br/>Subscribe to our Digital Edition - https://tmt.ph/digital <br/><br/>Check out our Podcasts: Spotify - https://tmt.ph/spotify <br/>Apple Podcasts - https://tmt.ph/applepodcasts <br/>Amazon Music - https://tmt.ph/amazonmusic <br/>Deezer: https://tmt.ph/deezer <br/>Stitcher: https://tmt.ph/stitcher<br/>Tune In: https://tmt.ph/tunein<br/>Soundcloud: https://tmt.ph/soundcloud <br/><br/>#TheManilaTimes<br/>#TMTCSI<br/>#BINI<br/>#Pantropiko<br/>#SalaminSalamin<br/>#Shopee")
⏲ 7:30 👁 2M
_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 \")
⏲ 0:41 👁 355K
_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 👁 155K
_to-take-revenge-girl-becomes-a-maid-and-enters-the-house-of-scheming-girl-to-know-the-male-owner.jpg "To take revenge girl becomes a maid and enters the house of scheming girl to know the male owner")
⏲ 17:48 👁 1.4M
_brittany-cartwright-reflects-on-jax-taylor-marriage-as-he39s-seen-with-model.jpg "Brittany Cartwright Reflects on Jax Taylor Marriage as He's Seen With Model")
⏲ 1:23 👁 165K
_the-substitute-bride.jpg "The Substitute Bride")
⏲ 1:38:34 👁 300K
_lovely-dark-and-deep-2023-english-movie.jpg "Lovely Dark and Deep (2023) English Movie")
⏲ 1:27:14 👁 145K
_elon-musk39s-xai-secures-366-billion-in-funding-from-major-investors-fidelity-sequoia-capital-and-andreessen-horowitz.jpg "Elon Musk's AI startup xAI has raised $6 billion in a Series B funding round valuing the company at $24 billion. Major investors in the round include Fidelity, Sequoia Capital, Andreessen Horowitz, Prince Alwaleed Bin Talal, and Kingdom Holding. The company's first major product is an AI assistant called Grok that is available to premium users of Elon Musk's social media platform X. Grok competes with AI models like GPT-4, Claude, and Llama and aims to provide an advanced language model. xAI is central to Elon Musk's turnaround plans for X after facing challenges since acquiring Twitter.")
⏲ 0:41 👁 240K
_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
_termination-2019-english-full-movie.jpg "Termination 2019 English Full Movie")
⏲ 1:22:0 👁 75K
_fashion-show.jpg "This weekend its time to catch up on the latest fashion trends. You've been putting it off all week but finally its the weekend and you have the time to watch these Lingerie Fashion Shows. Here's a shuffle play of the most exciting and interesting lingerie fashion shows on this list. Enjoy!<br/><br/>Do you like music?<br/> SHIFT RADIO... TURN IT ON!<br/>https://shiftswim.com/radio<br/><br/>Tell us who your favorite model is in the comments!<br/><br/>We really want to hear from you.<br/>Love,<br/>David and Yulia<br/><br/>Don't forget to LIKEand SUBSCRIBE !<br/><br/>#shift #bikini #watchparty #swimweek #miamiswimweek #nyswimweek")
⏲ 9:22 👁 70K
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_18-7-deadly-sins-full-movie.webp "7 Deadly Sins - Full Movie")
_gen-z-model-124-the-manila-times-csi-on-the-go.webp "Gen Z Model | The Manila Times CSI On The Go!<br/><br/>Rising P-pop group Bini is named e-commerce giant Shopee’s new brand ambassador during a launch at the Bonifacio Global City in Taguig on May 28, 2024. As the new face of Shopee, the girl group embodies Gen Z’s values, reflected in its commitment to keeping real, heartfelt connections with ‘Blooms,’ and their shining individuality in every performance.<br/><br/>Video by Iza Iglesias<br/><br/>Subscribe to The Manila Times Channel - https://tmt.ph/YTSubscribe <br/><br/>Visit our website at https://www.manilatimes.net <br/><br/>Follow us: <br/>Facebook - https://tmt.ph/facebook <br/>Instagram - https://tmt.ph/instagram <br/>Twitter - https://tmt.ph/twitter <br/>DailyMotion - https://tmt.ph/dailymotion <br/><br/>Subscribe to our Digital Edition - https://tmt.ph/digital <br/><br/>Check out our Podcasts: Spotify - https://tmt.ph/spotify <br/>Apple Podcasts - https://tmt.ph/applepodcasts <br/>Amazon Music - https://tmt.ph/amazonmusic <br/>Deezer: https://tmt.ph/deezer <br/>Stitcher: https://tmt.ph/stitcher<br/>Tune In: https://tmt.ph/tunein<br/>Soundcloud: https://tmt.ph/soundcloud <br/><br/>#TheManilaTimes<br/>#TMTCSI<br/>#BINI<br/>#Pantropiko<br/>#SalaminSalamin<br/>#Shopee")
_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 \")
_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/>")
_to-take-revenge-girl-becomes-a-maid-and-enters-the-house-of-scheming-girl-to-know-the-male-owner.webp "To take revenge girl becomes a maid and enters the house of scheming girl to know the male owner")
_brittany-cartwright-reflects-on-jax-taylor-marriage-as-he39s-seen-with-model.webp "Brittany Cartwright Reflects on Jax Taylor Marriage as He's Seen With Model")
_the-substitute-bride.webp "The Substitute Bride")
_lovely-dark-and-deep-2023-english-movie.webp "Lovely Dark and Deep (2023) English Movie")
_elon-musk39s-xai-secures-366-billion-in-funding-from-major-investors-fidelity-sequoia-capital-and-andreessen-horowitz.webp "Elon Musk's AI startup xAI has raised $6 billion in a Series B funding round valuing the company at $24 billion. Major investors in the round include Fidelity, Sequoia Capital, Andreessen Horowitz, Prince Alwaleed Bin Talal, and Kingdom Holding. The company's first major product is an AI assistant called Grok that is available to premium users of Elon Musk's social media platform X. Grok competes with AI models like GPT-4, Claude, and Llama and aims to provide an advanced language model. xAI is central to Elon Musk's turnaround plans for X after facing challenges since acquiring Twitter.")
_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 \")
_termination-2019-english-full-movie.webp "Termination 2019 English Full Movie")
_fashion-show.webp "This weekend its time to catch up on the latest fashion trends. You've been putting it off all week but finally its the weekend and you have the time to watch these Lingerie Fashion Shows. Here's a shuffle play of the most exciting and interesting lingerie fashion shows on this list. Enjoy!<br/><br/>Do you like music?<br/> SHIFT RADIO... TURN IT ON!<br/>https://shiftswim.com/radio<br/><br/>Tell us who your favorite model is in the comments!<br/><br/>We really want to hear from you.<br/>Love,<br/>David and Yulia<br/><br/>Don't forget to LIKEand SUBSCRIBE !<br/><br/>#shift #bikini #watchparty #swimweek #miamiswimweek #nyswimweek")
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