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_sun39s-corona-seen-in-39exquisite-detail39-from-solar-orbiter-view.jpg "See amazing footage of the Sun's corona in this view captured.<br/><br/>Credit: ESA & NASA/Solar Orbiter/EUI Team<br/>License: CC BY-SA 3.0 IGO or ESA Standard License")
⏲ 0:46 👁 45K
_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
_nasas-boeing-starliner-crew-flight-test-launch-june-1-2024-official-nasa-broadcast.jpg "Watch live as two NASA astronauts launch from Boeing’s Starliner spacecraft as one of the final steps on the road to certification. Launch of the ULA (United Launch Alliance) Atlas V rocket and Starliner spacecraft is targeted for 12:25 p.m. EDT Saturday, June 1 (1625 UTC) from Space Launch Complex-41 at Cape Canaveral Space Force Station in Florida.<br/> <br/>The launch attempt on May 6 was scrubbed due to a faulty oxygen relief valve observation on the United Launch Alliance Atlas V rocket Centaur second stage.<br/> <br/>The two NASA astronauts aboard, flight commander Butch Wilmore and pilot Suni Williams, will test the end-to-end capabilities of the Starliner system, including launch, docking, and return to Earth. After a one-week stay docked to the International Space Station, the Starliner and crew will land under parachutes in the western United States.<br/> <br/>Launch coverage on NASA+ (https://plus.nasa.gov) will end shortly after Starliner orbital insertion. NASA Television (https://nasa.gov/nasatv) will provide continuous coverage leading up to docking and through hatch opening and welcome remarks.")
⏲ 0:0 👁 35K
_chinese-space-station39s-robotic-arm-on-orbit.jpg "China's Wentian lab module's robotic arm to support the astronauts extravehicular activities, delivering goods, and maintaining and repairing the exterior of the space station.<br/><br/>Credit: Space.com | footage courtesy: China Central Television (CCTV) | edited by Steve Spaleta")
⏲ 1:46 👁 2.6M
_amazing-drone-footage-of-spacex39s-200th-landing-of-an-orbital-class-rocket.jpg "Video of when SpaceX landed an orbital class rocket for the 200th time! <br/><br/>Credit: Space.com | footage courtesy: SpaceX | edited by Steve Spaleta<br/>Music: The Launch by Jon Bjork / courtesy of Epidemic Sound")
⏲ 1:18 👁 45K
_stunning-4k-views-of-phangs-galaxies-via-james-webb-space-telescope.jpg "See amazing views of the M74, NGC 7496, IC 5332, NGC 1365, and NGC 1433 galaxies captured using the James Webb Space Telescope.The Physics at High Angular resolution in Nearby Galaxies (PHANGS) collaboration is conducting a survey using Webb.<br/><br/>Credit: NASA, ESA, CSA, and J. Lee (NOIRLab), A. Pagan (STScI), the PHANGS-JWST Team, N. Bartmann (ESA/Webb) | edited by Space.com's Steve Spaleta<br/>Music: My Halo Orbit by DEX 1200 / courtesy of Epidemic Sound")
⏲ 1:13 👁 555K
_sun39s-corona-seen-in-39exquisite-detail39-from-solar-orbiter-view.jpg "See amazing footage of the Sun's corona in this view captured.<br/><br/>Credit: ESA & NASA/Solar Orbiter/EUI Team<br/>License: CC BY-SA 3.0 IGO or ESA Standard License")
⏲ 0:46 👁 20K
_online-shopping.jpg "Online shopping is the process of buying products or services over the internet. It allows you to browse through a wide variety of items, compare prices, read reviews, and make purchases from the comfort of your own home. With just a few clicks, you can have your items delivered right to your doorstep. Online shopping offers convenience, a wide selection of products, and often great deals and discounts. ️")
⏲ 0:6 👁 20K
_otd-in-space-june-4-falcon-9-rocket-reaches-orbit.jpg "On June 4, 2010, the first Falcon 9 rocket built by SpaceX blasted off from Cape Canaveral on its maiden voyage and reached orbit. <br/><br/>Space Exploration Technologies, or Space X, was founded by billionaire Elon Musk, an internet entrepreneur who co-founded PayPal and leads Tesla Motors. The rocket almost didn't leave that day. It came close to the end of its 4-hour launch window because of an issue with the Flight Termination System. But it was able to successfully launch and officially began its $1.6 billion contract with NASA to deliver 20 tons of cargo to the ISS over 12 Dragon flights through 2016. The rocket carried a prototype Dragon spacecraft designed for cargo trips to the International Space Station. SpaceX began official NASA delivery flights with Dragon and Falcon 9 at the end of 2010.")
⏲ 0:57 👁 455K
_pakistan39s-icube-q-satellite-released-into-lunar-orbit-by-china.jpg "China's Chang'e-6 moon mission has released Pakistan's ICUBE-Q satellite into lunar orbit and it has delivered imagery. <br/><br/>Credit: China Central Television (CCTV) | edited by Space.com's Steve Spaleta")
⏲ 1:15 👁 15K
_space-one-are-developing-a-four-stage-kairos-solid-rocket.jpg "If successful, Space One will be first Japanese private launch company to reach orbit. The Kairos rocket will launch from Space Port Kii in Kushimoto, western Japan. <br/><br/>Credit: Space.com | animation: Space One | edited by Steve Spaleta<br/>Music: Trembling Anticipation by Dream Cave / courtesy of Epidemic Sound")
⏲ 1:19 👁 15K
_small-asteroid-captured-hours-prior-to-earth-impact.jpg "Small asteroid 2022 EB5 impacted Earth was discovered by Krisztián Sárneczky using the 0.60-m Schmidt telescope at Konkoly Observatory in Hungary.<br/><br/>Credit: Space.com | footage: Krisztián Sárneczky / orbit animation: NASA/JPL-Caltech | edited by Steve Spaleta")
⏲ 0:56 👁 925K
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_sun39s-corona-seen-in-39exquisite-detail39-from-solar-orbiter-view.webp "See amazing footage of the Sun's corona in this view captured.<br/><br/>Credit: ESA & NASA/Solar Orbiter/EUI Team<br/>License: CC BY-SA 3.0 IGO or ESA Standard License")
_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 \")
_nasas-boeing-starliner-crew-flight-test-launch-june-1-2024-official-nasa-broadcast.webp "Watch live as two NASA astronauts launch from Boeing’s Starliner spacecraft as one of the final steps on the road to certification. Launch of the ULA (United Launch Alliance) Atlas V rocket and Starliner spacecraft is targeted for 12:25 p.m. EDT Saturday, June 1 (1625 UTC) from Space Launch Complex-41 at Cape Canaveral Space Force Station in Florida.<br/> <br/>The launch attempt on May 6 was scrubbed due to a faulty oxygen relief valve observation on the United Launch Alliance Atlas V rocket Centaur second stage.<br/> <br/>The two NASA astronauts aboard, flight commander Butch Wilmore and pilot Suni Williams, will test the end-to-end capabilities of the Starliner system, including launch, docking, and return to Earth. After a one-week stay docked to the International Space Station, the Starliner and crew will land under parachutes in the western United States.<br/> <br/>Launch coverage on NASA+ (https://plus.nasa.gov) will end shortly after Starliner orbital insertion. NASA Television (https://nasa.gov/nasatv) will provide continuous coverage leading up to docking and through hatch opening and welcome remarks.")
_chinese-space-station39s-robotic-arm-on-orbit.webp "China's Wentian lab module's robotic arm to support the astronauts extravehicular activities, delivering goods, and maintaining and repairing the exterior of the space station.<br/><br/>Credit: Space.com | footage courtesy: China Central Television (CCTV) | edited by Steve Spaleta")
_amazing-drone-footage-of-spacex39s-200th-landing-of-an-orbital-class-rocket.webp "Video of when SpaceX landed an orbital class rocket for the 200th time! <br/><br/>Credit: Space.com | footage courtesy: SpaceX | edited by Steve Spaleta<br/>Music: The Launch by Jon Bjork / courtesy of Epidemic Sound")
_stunning-4k-views-of-phangs-galaxies-via-james-webb-space-telescope.webp "See amazing views of the M74, NGC 7496, IC 5332, NGC 1365, and NGC 1433 galaxies captured using the James Webb Space Telescope.The Physics at High Angular resolution in Nearby Galaxies (PHANGS) collaboration is conducting a survey using Webb.<br/><br/>Credit: NASA, ESA, CSA, and J. Lee (NOIRLab), A. Pagan (STScI), the PHANGS-JWST Team, N. Bartmann (ESA/Webb) | edited by Space.com's Steve Spaleta<br/>Music: My Halo Orbit by DEX 1200 / courtesy of Epidemic Sound")
_sun39s-corona-seen-in-39exquisite-detail39-from-solar-orbiter-view.webp "See amazing footage of the Sun's corona in this view captured.<br/><br/>Credit: ESA & NASA/Solar Orbiter/EUI Team<br/>License: CC BY-SA 3.0 IGO or ESA Standard License")
_online-shopping.webp "Online shopping is the process of buying products or services over the internet. It allows you to browse through a wide variety of items, compare prices, read reviews, and make purchases from the comfort of your own home. With just a few clicks, you can have your items delivered right to your doorstep. Online shopping offers convenience, a wide selection of products, and often great deals and discounts. ️")
_otd-in-space-june-4-falcon-9-rocket-reaches-orbit.webp "On June 4, 2010, the first Falcon 9 rocket built by SpaceX blasted off from Cape Canaveral on its maiden voyage and reached orbit. <br/><br/>Space Exploration Technologies, or Space X, was founded by billionaire Elon Musk, an internet entrepreneur who co-founded PayPal and leads Tesla Motors. The rocket almost didn't leave that day. It came close to the end of its 4-hour launch window because of an issue with the Flight Termination System. But it was able to successfully launch and officially began its $1.6 billion contract with NASA to deliver 20 tons of cargo to the ISS over 12 Dragon flights through 2016. The rocket carried a prototype Dragon spacecraft designed for cargo trips to the International Space Station. SpaceX began official NASA delivery flights with Dragon and Falcon 9 at the end of 2010.")
_pakistan39s-icube-q-satellite-released-into-lunar-orbit-by-china.webp "China's Chang'e-6 moon mission has released Pakistan's ICUBE-Q satellite into lunar orbit and it has delivered imagery. <br/><br/>Credit: China Central Television (CCTV) | edited by Space.com's Steve Spaleta")
_space-one-are-developing-a-four-stage-kairos-solid-rocket.webp "If successful, Space One will be first Japanese private launch company to reach orbit. The Kairos rocket will launch from Space Port Kii in Kushimoto, western Japan. <br/><br/>Credit: Space.com | animation: Space One | edited by Steve Spaleta<br/>Music: Trembling Anticipation by Dream Cave / courtesy of Epidemic Sound")
_small-asteroid-captured-hours-prior-to-earth-impact.webp "Small asteroid 2022 EB5 impacted Earth was discovered by Krisztián Sárneczky using the 0.60-m Schmidt telescope at Konkoly Observatory in Hungary.<br/><br/>Credit: Space.com | footage: Krisztián Sárneczky / orbit animation: NASA/JPL-Caltech | edited by Steve Spaleta")
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