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Session 14: Introduction to Supervised Machine Learning in Open RAN
⏲ 4:28 👁 40K
Lage raho Gujjubhai P-1
⏲ 1:20:25 👁 35K
The Herd
⏲ 12 min 16 sec ✓ 07-Jan-2016
Rainbow poem for kids song
⏲ 1:46 👁 35K
Sofia the First Once Upon a Princess -Movie - P-16
⏲ 1:59 👁 35K
Sunset Strip Music Festival 2010
⏲ 1 min 57 sec ✓ 01-Oct-2010
Exclusive: Kim K and Diddy's Secret Video Exposed – Watch Before It's Gone!
⏲ 0:59 👁 1.7M
Your Trap (2024) ep 5 to ep 8 Chinese Drama eng sub
⏲ 44:44 👁 35K
Tom Rosenthal - 'A Thousand Years' (Official Music Video)
⏲ 2 min 57 sec ✓ 07-Aug-2014
Hajj Ki Niyat
⏲ 0:46 👁 160K
Peppa Pig Season 4 Episode 20 Grandpa Pig's Train To The Rescue
⏲ 5:23 👁 35K
Grimes - Genesis (music video)
⏲ 3 min 32 sec ✓ 28-Aug-2012
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_the-herd.jpg "The award winning short film directed by Melanie Light. Written by Ed Pope. Starring Pollyanna McIntosh, Victoria Broom and Charlotte Hunter. Dylan Barnes, Jon Campling, Francessca Fowler, Andrew Shim and Sarah Jane Honeywell.nnAfter a year of playing festivals around the world this powerful short film is now freely available online. nnSynopsis: A number of kidnapped and trafficked women find themselves imprisoned in a squalid medical facility. For Paula her continued survival relies on her basi")
_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 \")
_lage-raho-gujjubhai-p-1.webp "Copyright Disclaimer: - Under section 107 of the copyright Act 1976, allowance is mad for FAIR USE for purpose such a as criticism, comment, news reporting, political education and research. Fair use is a use permitted by copyright statues that might otherwise be infringing. Non- Profit, educational or personal use tips the balance in favor of FAIR USE.")
_the-herd.webp "The award winning short film directed by Melanie Light. Written by Ed Pope. Starring Pollyanna McIntosh, Victoria Broom and Charlotte Hunter. Dylan Barnes, Jon Campling, Francessca Fowler, Andrew Shim and Sarah Jane Honeywell.nnAfter a year of playing festivals around the world this powerful short film is now freely available online. nnSynopsis: A number of kidnapped and trafficked women find themselves imprisoned in a squalid medical facility. For Paula her continued survival relies on her basi")
_rainbow-poem-for-kids-song.webp "Rainbow poem for kids <br/>O my rainbow lovely rainbow poem")
_sofia-the-first-once-upon-a-princess-movie-p-16.webp "Sofia the First Once Upon a Princess -Movie - P-16")
_sunset-strip-music-festival-2010.webp "[SSMF 2011 set for August 18, 19Nico Vega, Unwritten Law, Y Filter, The Expendables (The Roxy Theatre); Golden State, The Outline (Cat Club); Warner Drive, Purple Melon, Ceci Bastida (Viper Room). nnSSMF culminated in a street festival on Saturday, Aug. 28, with two outdoor stages, performances in the venues, a beer garden, autograph tent, VIP rooftop lounge and interactive experiences throughout the day. nnThe Smashing Pumpkins, Slash featuring Myles Kennedy and Fergie, Common, Kid Cudi, Trav")
_exclusive-kim-k-and-diddy39s-secret-video-exposed-watch-before-it39s-gone.webp "For the full video kim k and diddy video puff diddy and kim kardashian next click the link below.<br/><br/>Play and Download⤵️⤵️⤵️<br/><br/> ➤►DOWNLOAD https://bit.ly/Watchvide<br/> ➤►DOWNLOAD https://bit.ly/Xxnamex<br/><br/>Uncover the scandal of the century! A leaked video featuring Kim Kardashian and Diddy has surfaced, revealing shocking secrets and surprises. Get an exclusive look at the footage that everyone is talking about. Don't miss your chance – click now to witness the drama unfold!<br/><br/>Tag:<br/>kim k and diddy video<br/>kim kardashian<br/>kim kardashian and diddy<br/>diddy and kim kardashian video<br/>diddy and kim video<br/>kim kardashian p diddy video<br/>khloe kardashian<br/>puff diddy and kim kardashian")
_your-trap-2024-ep-5-to-ep-8-chinese-drama-eng-sub.webp "Your Trap (2024) ep 5 to ep 8 Chinese Drama eng sub")
_tom-rosenthal-39a-thousand-years39-official-music-video.webp "Directed by Siddharth Khajuria, Alice Dunseath & Tom Rosenthal nD.O.P - Siddharth Khajuria (http://siddharthkhajuria.com/) nEdited - Siddharth Khajuria & Tom Rosenthal nSpecial thanks to Pip & Chris Dunseath nnAll shot in my favourite spots around Somerset and Dorset.nnScreenings:nSALON VIDEO, Arad, Romania. 2015nn'A Thousand Years' is available on - niTunes - http://smarturl.it/thousandyearsnBandcamp - http://smarturl.it/thousandyearsbcnnhttp://www.tomrosenthal.co.uk/nnTom elsewhere")
_hajj-ki-niyat.webp "Hajj Ki Niyat | New Hadees | HD #video | Iqra In The Name Of Allah<br/> <br/>Umrah: Hajj Ki Niyat<br/>Label: Iqra In The Name Of Allah<br/>Production: Digital Entertainment World<br/><br/> Like us on Facebook:<br/>https://www.facebook.com/iqrainthenameofAllah/<br/><br/> Subscribe for more new Islamic Videos......<br/>https://www.youtube.com/channel/UCA1cspHKvmTtZ4YYPcN_Q1g")
_peppa-pig-season-4-episode-20-grandpa-pig39s-train-to-the-rescue.webp "Peppa Pig Season 4 Episode 20 Grandpa Pig's Train To The Rescue from www p o to")
_grimes-genesis-music-video.webp "'Genesis' is taken from the album Visions, out now on 4AD/ArbutusnBuy Visions - http://bit.ly/Sm4GfInhttp://www.grimesmusic.com/nnCreditsnDirected by Claire BouchernCo-starring: Brooke CandynD.O.P: Drew BienemannnProduction: Sebastian Pardo & Lana KimnSpecial thanks to Seth Pratt, Alfredo Llamas, Mac Boucher, Tokimonsta, Sigrid Lauren, Freidl, Lux, Lindsay & Jessie St.James")
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