Did you mean?
Search Results - Showing 60 - 72 Of 80
_session-14-introduction-to-supervised-machine-learning-in-open-ran.jpg "Welcome to Session 14 of our Open RAN series! In this session, we'll introduce supervised machine learning and its application in designing intelligent systems for Open RAN.<br/><br/><br/>Understanding Supervised Machine Learning:<br/>Supervised machine learning is a type of machine learning where the algorithm learns from labeled data. It involves training a model on a dataset that contains input-output pairs, where the input is the data and the output is the corresponding label or target variable. The algorithm learns to map inputs to outputs by finding patterns in the data. In Open RAN, supervised learning can be used for tasks such as predicting network performance based on historical data.<br/><br/>Types of Supervised Machine Learning:<br/>There are two main types of supervised machine learning: classification and regression. In classification, the algorithm learns to categorize data into predefined classes or categories. For example, it can classify network traffic into different application types (e.g., video streaming, web browsing). Regression, on the other hand, involves predicting continuous values or quantities. It is used when the output variable is a real or continuous value, such as predicting the signal strength of a network connection.<br/><br/>Binary and Multi-Class Classification:<br/>Binary classification involves categorizing data into two classes or categories. For example, it can be used to classify network traffic as either malicious or benign. Multi-class classification, on the other hand, involves categorizing data into more than two classes. It can be used to classify network traffic into multiple application types (e.g., video streaming, social media, email).<br/><br/>Regression in Machine Learning:<br/>Regression is a supervised learning technique used for predicting continuous values or quantities. It involves fitting a mathematical model to the data, which can then be used to make predictions. In Open RAN, regression can be used for tasks such as predicting network latency, throughput, or coverage based on various input variables such as network parameters, traffic patterns, and environmental conditions.<br/><br/>Subscribe to \")
⏲ 4:28 👁 40K
_venom-gang-hangs-iron-man-house-on-tree-gta5-shorts.jpg "watch here new short VENOM GANG HANGS IRON MAN HOUSE ON TREE#gta5 #shorts. Do follow for watching next")
⏲ 0:51 👁 40K
_sonic-the-hedgehog-3-first-trailer-2024-paramount-pictures.jpg "watch here new Sonic The Hedgehog 3 – First Trailer (2024) Paramount Pictures. Do follow for watching next")
⏲ 1:30 👁 40K
_wednesday-addams-season-2-full-trailer-netflix.jpg "watch here new Wednesday AddamsSeason 2 Full TrailerNetflix .Do follow for watching next")
⏲ 1:38 👁 35K
_1995-malicious-full-hot-milf-movie-molly-ringwald-john-vernon-patrick-mcgaw.jpg "Malicious is a 1995 Canadian-American hot thriller film starring Molly Ringwald and Patrick McGaw. The plot follows a star college baseball player (McGaw) who has a fling with a disturbed medical student (Ringwald) who begins to stalk him.")
⏲ 1:29:36 👁 275K
_batgirl-2025-teaser-trailer-jenna-ortega-margot-robbie.jpg "watch here new Batgirl 2025Teaser TrailerJenna Ortega Margot Robbie.Do follow for watching next")
⏲ 1:34 👁 135K
_upcoming-netflix-series-trailers-2025-stranger-things-amp-pokemon.jpg "watch here new Upcoming Netflix Series Trailers (2025)Stranger Things & Pokemon.Do follow for watching next")
⏲ 2:6 👁 35K
_germany-vs-ukraine-0-0-extended-highlights-international-friendly-2024.jpg "Germany vs Ukraine 0-0 Extended HighlightsInternational Friendly 2024")
⏲ 2:1 👁 35K
_end-level-camping-in-pubg-imam-gaming-new-shorts.jpg "watch here new End level camping in pubg Imam Gamingnew shorts")
⏲ 0:58 👁 35K
_dortmund-vs-real-madrid-0-2-ucl-final-2024-extended-highlights-amp-celebration.jpg "Dortmund vs Real Madrid 0-2 UCL FINAL 2024 Extended HIGHLIGHTS & CELEBRATION!")
⏲ 8:5 👁 225K
_stranger-things-season-5-vol1-trailer-2024-netflix-v720p.jpg "watch here new STRANGER THINGS Season 5Vol1 Trailer 2024 Netflix_v720P.Do follow for watching next")
⏲ 1:48 👁 125K
_marvel-studios39-thor-v-legend-of-hercules-trailer-2025.jpg "watch here new Marvel Studios' THOR V Legend of Hercules – TRAILER (2025).Do follow for watching next")
⏲ 1:30 👁 70K
Related Searches
Search Videos
Recent Searches
_session-14-introduction-to-supervised-machine-learning-in-open-ran.webp "Welcome to Session 14 of our Open RAN series! In this session, we'll introduce supervised machine learning and its application in designing intelligent systems for Open RAN.<br/><br/><br/>Understanding Supervised Machine Learning:<br/>Supervised machine learning is a type of machine learning where the algorithm learns from labeled data. It involves training a model on a dataset that contains input-output pairs, where the input is the data and the output is the corresponding label or target variable. The algorithm learns to map inputs to outputs by finding patterns in the data. In Open RAN, supervised learning can be used for tasks such as predicting network performance based on historical data.<br/><br/>Types of Supervised Machine Learning:<br/>There are two main types of supervised machine learning: classification and regression. In classification, the algorithm learns to categorize data into predefined classes or categories. For example, it can classify network traffic into different application types (e.g., video streaming, web browsing). Regression, on the other hand, involves predicting continuous values or quantities. It is used when the output variable is a real or continuous value, such as predicting the signal strength of a network connection.<br/><br/>Binary and Multi-Class Classification:<br/>Binary classification involves categorizing data into two classes or categories. For example, it can be used to classify network traffic as either malicious or benign. Multi-class classification, on the other hand, involves categorizing data into more than two classes. It can be used to classify network traffic into multiple application types (e.g., video streaming, social media, email).<br/><br/>Regression in Machine Learning:<br/>Regression is a supervised learning technique used for predicting continuous values or quantities. It involves fitting a mathematical model to the data, which can then be used to make predictions. In Open RAN, regression can be used for tasks such as predicting network latency, throughput, or coverage based on various input variables such as network parameters, traffic patterns, and environmental conditions.<br/><br/>Subscribe to \")
_venom-gang-hangs-iron-man-house-on-tree-gta5-shorts.webp "watch here new short VENOM GANG HANGS IRON MAN HOUSE ON TREE#gta5 #shorts. Do follow for watching next")
_sonic-the-hedgehog-3-first-trailer-2024-paramount-pictures.webp "watch here new Sonic The Hedgehog 3 – First Trailer (2024) Paramount Pictures. Do follow for watching next")
_wednesday-addams-season-2-full-trailer-netflix.webp "watch here new Wednesday AddamsSeason 2 Full TrailerNetflix .Do follow for watching next")
_1995-malicious-full-hot-milf-movie-molly-ringwald-john-vernon-patrick-mcgaw.webp "Malicious is a 1995 Canadian-American hot thriller film starring Molly Ringwald and Patrick McGaw. The plot follows a star college baseball player (McGaw) who has a fling with a disturbed medical student (Ringwald) who begins to stalk him.")
_batgirl-2025-teaser-trailer-jenna-ortega-margot-robbie.webp "watch here new Batgirl 2025Teaser TrailerJenna Ortega Margot Robbie.Do follow for watching next")
_upcoming-netflix-series-trailers-2025-stranger-things-amp-pokemon.webp "watch here new Upcoming Netflix Series Trailers (2025)Stranger Things & Pokemon.Do follow for watching next")
_germany-vs-ukraine-0-0-extended-highlights-international-friendly-2024.webp "Germany vs Ukraine 0-0 Extended HighlightsInternational Friendly 2024")
_end-level-camping-in-pubg-imam-gaming-new-shorts.webp "watch here new End level camping in pubg Imam Gamingnew shorts")
_dortmund-vs-real-madrid-0-2-ucl-final-2024-extended-highlights-amp-celebration.webp "Dortmund vs Real Madrid 0-2 UCL FINAL 2024 Extended HIGHLIGHTS & CELEBRATION!")
_stranger-things-season-5-vol1-trailer-2024-netflix-v720p.webp "watch here new STRANGER THINGS Season 5Vol1 Trailer 2024 Netflix_v720P.Do follow for watching next")
_marvel-studios39-thor-v-legend-of-hercules-trailer-2025.webp "watch here new Marvel Studios' THOR V Legend of Hercules – TRAILER (2025).Do follow for watching next")
![[+]](/images/menu.gif){kind=small}