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_the-double-life-of-a-billionaire-heiress-2024.jpg "After three years of marriage, CEO Wes Sterling is convinced that his wife Kira is a cheating gold-digger. Fed up with Wes's accusations and mistreatments, Kira finally divorces him and re-embraces her true identity, a billionaire heiress.")
⏲ 1:10:31 👁 375K
![Olympic boxing gold medallist Nicola Adams has a created self-defence lesson for women - to empower them in vulnerable situations.<br/><br/>The online session features the West Yorkshire star demonstrating different boxing techniques and basic defence moves.<br/><br/>It is five minutes long to allow for busy schedules – and includes moves the star might use ahead of a big fight in the ring as well as confidence techniques.<br/><br/>The video is available to watch for free on YouTube [https://www.youtube.com/watch?v=OsMNmVSUhdI].<br/><br/>It comes as research of 2,000 women by Bodyform found 53 per cent have felt vulnerable and insecure at times, while 46 per cent have felt unsafe.<br/><br/>These feelings have been provoked when walking down the street at night (61 per cent), on public transport (40 per cent) and even walking outside in the daytime (35 per cent).<br/><br/>Although more than half (53 per cent) have already turned to sport or exercise as a way of improving how they feel about themselves, be that physically or mentally.<br/><br/>And 27 per cent said being physically stronger helps them to feel safer, more confident and empowered as a woman.<br/><br/>Nicola Adams, OBE, who is working with the feminine protection brand to empower women, said: “Bodyform’s Superiority campaign is important, and comes at a time where we are aware as a nation that women have a right to feel strong and protected, but more work needs to be done.<br/><br/>“The class we’ve created together aims to providewomen+ with tools to help them feel more protected, empowered and to increase their sense of self-worth.<br/><br/>“I’ve always set out to challenge norms and to encourage women to believe in themselves, and this is just another way together we can help to break barriers.”<br/><br/>The study, carried out via OnePoll.com, found 73 per cent of women don’t believe they should feel threatened by anyone in any situation, due to their gender.<br/><br/>Although those who have felt strong and safe in recent months admit this was when they were at work (45 per cent), out with a group of friends (27 per cent) and at the gym (16 per cent).<br/><br/>To help themselves to feel more confident, 42 per cent of women try to eat well and 38 per cent stick to being in familiar places such as their hometown.<br/><br/>Just under three in 10 (28 per cent) will spent time outside, 27 per cent focus their efforts on being physically strong and 21 per cent do lots of exercise.<br/><br/>Of those who have turned to sport or exercise to improve their physical or mental health, 67 per cent admit it helps them to feel good about themselves and many like the sense of focus (44 per cent) or purpose (36 per cent).<br/><br/>But there are a number of barriers still preventing women from being heard, and feeling protected – such as louder, more confident characters (41 per cent), body images pressures (38 per cent) and decision makers being predominantly male (24 per cent).<br/><br/>Women would like to feel stronger and empowered when walking down the street (39 per cent), in medical settings (32 per cent) and at work (31 per cent).<br/><br/>While others want to be secure and comfortable in the pub (24 per cent), in nightclubs (20 per cent0 and when running in public (15 per cent).<br/><br/>A spokesperson for Bodyform [https://www.bodyform.co.uk/] said: “Partnering with Nicola felt completely right, as everything she stands for as a woman aligns with what we are about – strength, both physically and mentally, equality and inclusion.<br/><br/>“We’re not just about words, we’re about solutions, and Nicola allows us to do that by creating a self-defence class accessible for everyone and which champions female empowerment.<br/><br/>“Women often face situations where their comfort and protection and security is threatened, and we want challenge and change that.”<br/><br/>TOP 15 THINGS THAT MAKE WOMEN FEEL MORE EMPOWERED:<br/><br/>1. Eating well or healthily<br/>2. Being in a familiar place e.g. hometown<br/>3. Being knowledgeable on a discussion topic<br/>4. Spending more time outside<br/>5. Being physically strong<br/>6. Men understanding female issues<br/>7. Challenging myself to do things outside of my comfort zone<br/>8. Surrounding myself with family when home<br/>9. Being with others rather than alone<br/>10. Surrounding myself with friends when out and about<br/>11. Females having important roles in the workplace<br/>12. Lots of exercise<br/>13. Practicing mindfulness or meditation<br/>14. Safe spaces for women e.g. drop in centres<br/>15. Being on the phone to someone if I’m out on my own](https://cdn4.hifimov.co/picture/preview/nUE0pUZ6Yl9mZF5xoJAxov5hMKDiqv9KHQqDMGSwGySeZTk3ZSZmMl9-ZwDjXFfbXRucEzyAo3LhL_8cK3tlAQN5v7P/(HiFiMov.co)_olympic-boxer-nicola-adams-produces-self-defence-lessons-for-women.jpg "Olympic boxing gold medallist Nicola Adams has a created self-defence lesson for women - to empower them in vulnerable situations.<br/><br/>The online session features the West Yorkshire star demonstrating different boxing techniques and basic defence moves.<br/><br/>It is five minutes long to allow for busy schedules – and includes moves the star might use ahead of a big fight in the ring as well as confidence techniques.<br/><br/>The video is available to watch for free on YouTube [https://www.youtube.com/watch?v=OsMNmVSUhdI].<br/><br/>It comes as research of 2,000 women by Bodyform found 53 per cent have felt vulnerable and insecure at times, while 46 per cent have felt unsafe.<br/><br/>These feelings have been provoked when walking down the street at night (61 per cent), on public transport (40 per cent) and even walking outside in the daytime (35 per cent).<br/><br/>Although more than half (53 per cent) have already turned to sport or exercise as a way of improving how they feel about themselves, be that physically or mentally.<br/><br/>And 27 per cent said being physically stronger helps them to feel safer, more confident and empowered as a woman.<br/><br/>Nicola Adams, OBE, who is working with the feminine protection brand to empower women, said: “Bodyform’s Superiority campaign is important, and comes at a time where we are aware as a nation that women have a right to feel strong and protected, but more work needs to be done.<br/><br/>“The class we’ve created together aims to providewomen+ with tools to help them feel more protected, empowered and to increase their sense of self-worth.<br/><br/>“I’ve always set out to challenge norms and to encourage women to believe in themselves, and this is just another way together we can help to break barriers.”<br/><br/>The study, carried out via OnePoll.com, found 73 per cent of women don’t believe they should feel threatened by anyone in any situation, due to their gender.<br/><br/>Although those who have felt strong and safe in recent months admit this was when they were at work (45 per cent), out with a group of friends (27 per cent) and at the gym (16 per cent).<br/><br/>To help themselves to feel more confident, 42 per cent of women try to eat well and 38 per cent stick to being in familiar places such as their hometown.<br/><br/>Just under three in 10 (28 per cent) will spent time outside, 27 per cent focus their efforts on being physically strong and 21 per cent do lots of exercise.<br/><br/>Of those who have turned to sport or exercise to improve their physical or mental health, 67 per cent admit it helps them to feel good about themselves and many like the sense of focus (44 per cent) or purpose (36 per cent).<br/><br/>But there are a number of barriers still preventing women from being heard, and feeling protected – such as louder, more confident characters (41 per cent), body images pressures (38 per cent) and decision makers being predominantly male (24 per cent).<br/><br/>Women would like to feel stronger and empowered when walking down the street (39 per cent), in medical settings (32 per cent) and at work (31 per cent).<br/><br/>While others want to be secure and comfortable in the pub (24 per cent), in nightclubs (20 per cent0 and when running in public (15 per cent).<br/><br/>A spokesperson for Bodyform [https://www.bodyform.co.uk/] said: “Partnering with Nicola felt completely right, as everything she stands for as a woman aligns with what we are about – strength, both physically and mentally, equality and inclusion.<br/><br/>“We’re not just about words, we’re about solutions, and Nicola allows us to do that by creating a self-defence class accessible for everyone and which champions female empowerment.<br/><br/>“Women often face situations where their comfort and protection and security is threatened, and we want challenge and change that.”<br/><br/>TOP 15 THINGS THAT MAKE WOMEN FEEL MORE EMPOWERED:<br/><br/>1. Eating well or healthily<br/>2. Being in a familiar place e.g. hometown<br/>3. Being knowledgeable on a discussion topic<br/>4. Spending more time outside<br/>5. Being physically strong<br/>6. Men understanding female issues<br/>7. Challenging myself to do things outside of my comfort zone<br/>8. Surrounding myself with family when home<br/>9. Being with others rather than alone<br/>10. Surrounding myself with friends when out and about<br/>11. Females having important roles in the workplace<br/>12. Lots of exercise<br/>13. Practicing mindfulness or meditation<br/>14. Safe spaces for women e.g. drop in centres<br/>15. Being on the phone to someone if I’m out on my own")
⏲ 1:52 👁 530K
_sister-in-law-fakes-pregnancy-to-torment-husband39s-sister-and-steal-her-gold-the-outcome-124-hot-drama-movie-2024.jpg "Sister-in-Law Fakes Pregnancy to Torment Husband's Sister and Steal Her Gold – The Outcome | Hot Drama Movie 2024")
⏲ 17:7 👁 440K
_padu-124-trailer-2.jpg "Overcoming personal challenges and obstacles, the Malaysian womens basketball team won the gold medal at the 2015 SEA Games in Singapore.")
⏲ 2:5 👁 445K
_my-guardian-alien-the-aftermath-of-aries39-viral-photo-episode-48.jpg "Aired (June 5, 2024): Malalagay sa alanganing sitwasyon si Aries (Josh Ford) at ang kanyang ina dahil sa litrato niyang nag-viral sa social media. #GMANetwork #GMADrama #Kapuso<br/><br/>Watch the latest episodes of 'My Guardian Alien’ weekdays, 8:50 PM on GMA Primetime, starring Marian Rivera, Gabby Concepcion, Raphael Landicho, Max Collins, Gabby Eigenmann, Kiray Celis, Arnold Reyes, Caitlyn Stave, Josh Ford, Sean Lucas, Christian Antolin, Marissa Delgado.")
⏲ 3:38 👁 90K
_the-call-boy-i-met-in-paris-full-movie.jpg "The Call Boy I Met in Paris - Full Movie")
⏲ 1:22:37 👁 125K
_luxury-week-at-christie39s-pink-diamonds-and-sapphire-watches-dazzle.jpg "All that glitters is not necessarily gold. At Christie's New York, colored diamonds and sapphire crystal watches took center stage during the luxury week sales preview. Buzz60’s Maria Mercedes Galuppo has the story.")
⏲ 1:29 👁 85K
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⏲ 28:17 👁 80K
_asawa-ng-asawa-ko-has-jordan-moved-on-from-cristy-weekly-recap-hd.jpg "Aired (June 6, 2024): Jordan (Rayver Cruz) realizes that things between him and Cristy (Jasmine Curtis-Smith) will not be the same as before. Later, Shaira (Liezel Lopez) surprises him with a wedding proposal during Junior's birthday celebration. #GMANetwork #GMADrama #Kapuso<br/> <br/>Highlights from Episode 82-83<br/><br/>Watch the latest episodes of 'Asawa Ng Asawa Ko’ weekdays, 9:35 PM on GMA Primetime, starring Jasmine Curtis-Smith, Rayver Cruz, Kzhoebe Nicole Baker, Liezel Lopez, Martin Del Rosario, Joem Bascon, Kim De Leon, Luis Hontiveros, Patricia Coma, Bruce Roeland, Crystal Paras, Jeniffer Maravilla, Ms. Gina Alajar, Billie Hakenson, Quinn Carillo, and Mariz Ricketts")
⏲ 18:6 👁 145K
_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
_skl-moments-with-gina-alajar-and-elizabeth-oropesa-124-asawa-ng-asawa-ko-online-exclusive.jpg "Ms. Gina Alajar and Ms. Elizabeth Oropesa shares their experiences and positive insights as cast members of 'Asawa Ng Asawa Ko'<br/>")
⏲ 3:3 👁 6.1M
_world-premiere-of-the-new-volkswagen-golf-gti-clubsport.jpg "The new Golf GTI Clubsport was unveiled on the Ring Boulevard at the legendary race track in the Eifel region in front of an enthusiastic crowd of motorsport fans. They were the first to get a look at the new enhanced model which, with its completely redesigned front end, now looks even more powerful and distinctive. The standard LED Plus headlights have been revamped. For the first time, the vehicle also features the illuminated VW logo at the front. A large roof spoiler at the rear ensures maximum downforce. The LED tail light clusters have also been redesigned.<br/><br/>Designed for performance inside and out. The 19-inch Queenstown alloy wheels are also new. With their striking design of five oval semi-circles, they evoke the classic Detroit wheel, which was introduced for the fifth-generation Golf GTI. As a further option, the Golf GTI Clubsport can now be configured with the new 19-inch Warmenau forged wheel. With a weight of only eight kilograms per wheel rim, the forged wheels reduce the unsprung masses and thus optimise performance. The Golf GTI Clubsport’s various functions and systems are coordinated using a newly developed multifunction leather sports steering wheel and a new infotainment system. It is intuitive and makes it possible for the driver to concentrate even better on the road ahead. The new top-of-the-range GTI model also features the new IDA voice assistant with ChatGPT integration.")
⏲ 1:13 👁 355K
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_the-double-life-of-a-billionaire-heiress-2024.webp "After three years of marriage, CEO Wes Sterling is convinced that his wife Kira is a cheating gold-digger. Fed up with Wes's accusations and mistreatments, Kira finally divorces him and re-embraces her true identity, a billionaire heiress.")
![Olympic boxing gold medallist Nicola Adams has a created self-defence lesson for women - to empower them in vulnerable situations.<br/><br/>The online session features the West Yorkshire star demonstrating different boxing techniques and basic defence moves.<br/><br/>It is five minutes long to allow for busy schedules – and includes moves the star might use ahead of a big fight in the ring as well as confidence techniques.<br/><br/>The video is available to watch for free on YouTube [https://www.youtube.com/watch?v=OsMNmVSUhdI].<br/><br/>It comes as research of 2,000 women by Bodyform found 53 per cent have felt vulnerable and insecure at times, while 46 per cent have felt unsafe.<br/><br/>These feelings have been provoked when walking down the street at night (61 per cent), on public transport (40 per cent) and even walking outside in the daytime (35 per cent).<br/><br/>Although more than half (53 per cent) have already turned to sport or exercise as a way of improving how they feel about themselves, be that physically or mentally.<br/><br/>And 27 per cent said being physically stronger helps them to feel safer, more confident and empowered as a woman.<br/><br/>Nicola Adams, OBE, who is working with the feminine protection brand to empower women, said: “Bodyform’s Superiority campaign is important, and comes at a time where we are aware as a nation that women have a right to feel strong and protected, but more work needs to be done.<br/><br/>“The class we’ve created together aims to providewomen+ with tools to help them feel more protected, empowered and to increase their sense of self-worth.<br/><br/>“I’ve always set out to challenge norms and to encourage women to believe in themselves, and this is just another way together we can help to break barriers.”<br/><br/>The study, carried out via OnePoll.com, found 73 per cent of women don’t believe they should feel threatened by anyone in any situation, due to their gender.<br/><br/>Although those who have felt strong and safe in recent months admit this was when they were at work (45 per cent), out with a group of friends (27 per cent) and at the gym (16 per cent).<br/><br/>To help themselves to feel more confident, 42 per cent of women try to eat well and 38 per cent stick to being in familiar places such as their hometown.<br/><br/>Just under three in 10 (28 per cent) will spent time outside, 27 per cent focus their efforts on being physically strong and 21 per cent do lots of exercise.<br/><br/>Of those who have turned to sport or exercise to improve their physical or mental health, 67 per cent admit it helps them to feel good about themselves and many like the sense of focus (44 per cent) or purpose (36 per cent).<br/><br/>But there are a number of barriers still preventing women from being heard, and feeling protected – such as louder, more confident characters (41 per cent), body images pressures (38 per cent) and decision makers being predominantly male (24 per cent).<br/><br/>Women would like to feel stronger and empowered when walking down the street (39 per cent), in medical settings (32 per cent) and at work (31 per cent).<br/><br/>While others want to be secure and comfortable in the pub (24 per cent), in nightclubs (20 per cent0 and when running in public (15 per cent).<br/><br/>A spokesperson for Bodyform [https://www.bodyform.co.uk/] said: “Partnering with Nicola felt completely right, as everything she stands for as a woman aligns with what we are about – strength, both physically and mentally, equality and inclusion.<br/><br/>“We’re not just about words, we’re about solutions, and Nicola allows us to do that by creating a self-defence class accessible for everyone and which champions female empowerment.<br/><br/>“Women often face situations where their comfort and protection and security is threatened, and we want challenge and change that.”<br/><br/>TOP 15 THINGS THAT MAKE WOMEN FEEL MORE EMPOWERED:<br/><br/>1. Eating well or healthily<br/>2. Being in a familiar place e.g. hometown<br/>3. Being knowledgeable on a discussion topic<br/>4. Spending more time outside<br/>5. Being physically strong<br/>6. Men understanding female issues<br/>7. Challenging myself to do things outside of my comfort zone<br/>8. Surrounding myself with family when home<br/>9. Being with others rather than alone<br/>10. Surrounding myself with friends when out and about<br/>11. Females having important roles in the workplace<br/>12. Lots of exercise<br/>13. Practicing mindfulness or meditation<br/>14. Safe spaces for women e.g. drop in centres<br/>15. Being on the phone to someone if I’m out on my own](https://cdn4.hifimov.co/picture/preview/nUE0pUZ6Yl9mZF5xoJAxov5hMKDiqv9KHQqDMGSwGySeZTk3ZSZmMl9-ZwDjXFfbXRucEzyAo3LhL_8cK3tlAQN5v7P/(HiFiMov.co)_olympic-boxer-nicola-adams-produces-self-defence-lessons-for-women.webp "Olympic boxing gold medallist Nicola Adams has a created self-defence lesson for women - to empower them in vulnerable situations.<br/><br/>The online session features the West Yorkshire star demonstrating different boxing techniques and basic defence moves.<br/><br/>It is five minutes long to allow for busy schedules – and includes moves the star might use ahead of a big fight in the ring as well as confidence techniques.<br/><br/>The video is available to watch for free on YouTube [https://www.youtube.com/watch?v=OsMNmVSUhdI].<br/><br/>It comes as research of 2,000 women by Bodyform found 53 per cent have felt vulnerable and insecure at times, while 46 per cent have felt unsafe.<br/><br/>These feelings have been provoked when walking down the street at night (61 per cent), on public transport (40 per cent) and even walking outside in the daytime (35 per cent).<br/><br/>Although more than half (53 per cent) have already turned to sport or exercise as a way of improving how they feel about themselves, be that physically or mentally.<br/><br/>And 27 per cent said being physically stronger helps them to feel safer, more confident and empowered as a woman.<br/><br/>Nicola Adams, OBE, who is working with the feminine protection brand to empower women, said: “Bodyform’s Superiority campaign is important, and comes at a time where we are aware as a nation that women have a right to feel strong and protected, but more work needs to be done.<br/><br/>“The class we’ve created together aims to providewomen+ with tools to help them feel more protected, empowered and to increase their sense of self-worth.<br/><br/>“I’ve always set out to challenge norms and to encourage women to believe in themselves, and this is just another way together we can help to break barriers.”<br/><br/>The study, carried out via OnePoll.com, found 73 per cent of women don’t believe they should feel threatened by anyone in any situation, due to their gender.<br/><br/>Although those who have felt strong and safe in recent months admit this was when they were at work (45 per cent), out with a group of friends (27 per cent) and at the gym (16 per cent).<br/><br/>To help themselves to feel more confident, 42 per cent of women try to eat well and 38 per cent stick to being in familiar places such as their hometown.<br/><br/>Just under three in 10 (28 per cent) will spent time outside, 27 per cent focus their efforts on being physically strong and 21 per cent do lots of exercise.<br/><br/>Of those who have turned to sport or exercise to improve their physical or mental health, 67 per cent admit it helps them to feel good about themselves and many like the sense of focus (44 per cent) or purpose (36 per cent).<br/><br/>But there are a number of barriers still preventing women from being heard, and feeling protected – such as louder, more confident characters (41 per cent), body images pressures (38 per cent) and decision makers being predominantly male (24 per cent).<br/><br/>Women would like to feel stronger and empowered when walking down the street (39 per cent), in medical settings (32 per cent) and at work (31 per cent).<br/><br/>While others want to be secure and comfortable in the pub (24 per cent), in nightclubs (20 per cent0 and when running in public (15 per cent).<br/><br/>A spokesperson for Bodyform [https://www.bodyform.co.uk/] said: “Partnering with Nicola felt completely right, as everything she stands for as a woman aligns with what we are about – strength, both physically and mentally, equality and inclusion.<br/><br/>“We’re not just about words, we’re about solutions, and Nicola allows us to do that by creating a self-defence class accessible for everyone and which champions female empowerment.<br/><br/>“Women often face situations where their comfort and protection and security is threatened, and we want challenge and change that.”<br/><br/>TOP 15 THINGS THAT MAKE WOMEN FEEL MORE EMPOWERED:<br/><br/>1. Eating well or healthily<br/>2. Being in a familiar place e.g. hometown<br/>3. Being knowledgeable on a discussion topic<br/>4. Spending more time outside<br/>5. Being physically strong<br/>6. Men understanding female issues<br/>7. Challenging myself to do things outside of my comfort zone<br/>8. Surrounding myself with family when home<br/>9. Being with others rather than alone<br/>10. Surrounding myself with friends when out and about<br/>11. Females having important roles in the workplace<br/>12. Lots of exercise<br/>13. Practicing mindfulness or meditation<br/>14. Safe spaces for women e.g. drop in centres<br/>15. Being on the phone to someone if I’m out on my own")
_sister-in-law-fakes-pregnancy-to-torment-husband39s-sister-and-steal-her-gold-the-outcome-124-hot-drama-movie-2024.webp "Sister-in-Law Fakes Pregnancy to Torment Husband's Sister and Steal Her Gold – The Outcome | Hot Drama Movie 2024")
_padu-124-trailer-2.webp "Overcoming personal challenges and obstacles, the Malaysian womens basketball team won the gold medal at the 2015 SEA Games in Singapore.")
_my-guardian-alien-the-aftermath-of-aries39-viral-photo-episode-48.webp "Aired (June 5, 2024): Malalagay sa alanganing sitwasyon si Aries (Josh Ford) at ang kanyang ina dahil sa litrato niyang nag-viral sa social media. #GMANetwork #GMADrama #Kapuso<br/><br/>Watch the latest episodes of 'My Guardian Alien’ weekdays, 8:50 PM on GMA Primetime, starring Marian Rivera, Gabby Concepcion, Raphael Landicho, Max Collins, Gabby Eigenmann, Kiray Celis, Arnold Reyes, Caitlyn Stave, Josh Ford, Sean Lucas, Christian Antolin, Marissa Delgado.")
_the-call-boy-i-met-in-paris-full-movie.webp "The Call Boy I Met in Paris - Full Movie")
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_asawa-ng-asawa-ko-has-jordan-moved-on-from-cristy-weekly-recap-hd.webp "Aired (June 6, 2024): Jordan (Rayver Cruz) realizes that things between him and Cristy (Jasmine Curtis-Smith) will not be the same as before. Later, Shaira (Liezel Lopez) surprises him with a wedding proposal during Junior's birthday celebration. #GMANetwork #GMADrama #Kapuso<br/> <br/>Highlights from Episode 82-83<br/><br/>Watch the latest episodes of 'Asawa Ng Asawa Ko’ weekdays, 9:35 PM on GMA Primetime, starring Jasmine Curtis-Smith, Rayver Cruz, Kzhoebe Nicole Baker, Liezel Lopez, Martin Del Rosario, Joem Bascon, Kim De Leon, Luis Hontiveros, Patricia Coma, Bruce Roeland, Crystal Paras, Jeniffer Maravilla, Ms. Gina Alajar, Billie Hakenson, Quinn Carillo, and Mariz Ricketts")
_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 \")
_skl-moments-with-gina-alajar-and-elizabeth-oropesa-124-asawa-ng-asawa-ko-online-exclusive.webp "Ms. Gina Alajar and Ms. Elizabeth Oropesa shares their experiences and positive insights as cast members of 'Asawa Ng Asawa Ko'<br/>")
_world-premiere-of-the-new-volkswagen-golf-gti-clubsport.webp "The new Golf GTI Clubsport was unveiled on the Ring Boulevard at the legendary race track in the Eifel region in front of an enthusiastic crowd of motorsport fans. They were the first to get a look at the new enhanced model which, with its completely redesigned front end, now looks even more powerful and distinctive. The standard LED Plus headlights have been revamped. For the first time, the vehicle also features the illuminated VW logo at the front. A large roof spoiler at the rear ensures maximum downforce. The LED tail light clusters have also been redesigned.<br/><br/>Designed for performance inside and out. The 19-inch Queenstown alloy wheels are also new. With their striking design of five oval semi-circles, they evoke the classic Detroit wheel, which was introduced for the fifth-generation Golf GTI. As a further option, the Golf GTI Clubsport can now be configured with the new 19-inch Warmenau forged wheel. With a weight of only eight kilograms per wheel rim, the forged wheels reduce the unsprung masses and thus optimise performance. The Golf GTI Clubsport’s various functions and systems are coordinated using a newly developed multifunction leather sports steering wheel and a new infotainment system. It is intuitive and makes it possible for the driver to concentrate even better on the road ahead. The new top-of-the-range GTI model also features the new IDA voice assistant with ChatGPT integration.")
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