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_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 \")
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_rosmah-gets-judgment-in-default-against-tiktok-user.webp "Datin Seri Rosmah Mansor has successfully obtained a judgment in default (JID) from the Kuala Lumpur High Court against a TikTok account owner in a defamation lawsuit involving her looks.<br/><br/>On Tuesday (May 28), Justice Ahmad Shahrir Mohd Salleh allowed Rosmah's application to enter a JID against defendant Ku Muhammad Hilmie Ku Din, who failed to enter an appearance in the case.<br/><br/>The court also made an order for general, aggravated and exemplary damages to be assessed by the High Court at a later date.<br/><br/>Read more at https://shorturl.at/VzuZ6<br/><br/>WATCH MORE: https://thestartv.com/c/news<br/>SUBSCRIBE: https://cutt.ly/TheStar<br/>LIKE: https://fb.com/TheStarOnline")
_.webp "ಲೋಕಸಭಾ ಚುನಾವಣೆಯಲ್ಲಿ ಹೈವೋಲ್ಟೇಜ್ ಕ್ಷೇತ್ರವಾದ ಬೆಂಗಳೂರು ಗ್ರಾಮಾಂತರ ಕ್ಷೇತ್ರದಲ್ಲಿ ಹ್ಯಾಟ್ರಿಕ್ ಗೆಲುವು ಸಾಧಿಸುವ ಹುಮ್ಮಸ್ಸಿನಲ್ಲಿದ್ದ ಡಿ.ಕೆ ಸುರೇಶ್ ಸೋಲು ಕಂಡಿದ್ದಾರೆ. ಬಿಜೆಪಿ ಅಭ್ಯರ್ಥಿ ಡಾ. ಮಂಜುನಾಥ್ ಗೆಲುವು <br/>, DK Suresh, who was hoping to win a hat-trick in the high-voltage constituency of Bangalore Rural in the Lok Sabha elections, has been defeated. BJP candidate Dr. Manjunath has won and an official announcement is pending from the Election Commission.<br/> <br/>~HT.188~PR.288~PR.160~")
_brigade-insignia-bangalore-walkthrough-video-3-4-amp-5-bhk-apartments.webp "Brigade Insignia - Magnificent 3, 4 & 5 BHK Apartments in Yelahanka North Bangalore | Walkthrough Video<br/><br/>Introducing Brigade Insignia – Magnificent 3, 4 and 5-bed homes in Yelahanka, North Bengaluru<br/><br/>At Brigade Insignia, your home is your very own personalised brand. Nestled within 6 acres of pristine land, this collection of exquisite 3 and 4-bedroom homes is a canvas of light and air.<br/><br/>Situated right on the airport highway with metro connectivity, Brigade Insignia effortlessly links you to the city's pulse. Yet, it retains a serene and quaint ambience, enveloped by lush greenery, offering an escape from the bustling city life. You will be in proximity to one of the biggest mall in Asia, Manyata Tech Park, Manipal Hospital, Outer Ring Road (ORR), Yelahanka New Town, and the Kempegowda International Airport (KIA).<br/><br/>Brigade Insignia feels much like the chosen land with exquisite residences and a classic rooftop retreat for intimate gatherings. Light and air find a playground here through the dayand evenings bring along musical notes of starry nights.<br/><br/>Brigade Insignia - Ultra luxury apartments in North Bangalore | 3, 4 & Penthouses<br/><br/>Introducing Ultra luxury apartments by Brigade Group!<br/><br/>Brigade Insignia - 3, 4 BHK & 5 BHK Apartments | Penthouses in North Bangalore.<br/>Opp Embassy Business Hub - Airport Road Bangalore.<br/><br/>SBUA: 2145 Sqft to 5947 Sqft approx*<br/>Sale Price: 2.99 CR* onwards.<br/><br/>Expression of interest! started!<br/><br/>For more details;<br/>Make an appointment to visit our Experience Centre;<br/>To know more;<br/>Call: +91 9739706200 (Business Hours*)<br/>Email: Luxuryprojectsblr@gmail.com<br/>Subject to availability**<br/><br/>Subscribe: <br/>https://www.youtube.com/@PropertyVlogs<br/>https://www.dailymotion.com/PropertyVlogs<br/><br/>#luxury #3bhk #4bhk #5bhk #brigadeinsignia #newlaunch #apartments")
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