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Deep Learning (DL) has attracted much interest in a wide range of applications such as image recognition, speech recognition and artificial intelligence, both from academia and industry. This lecture introduces the core elements of neural networks and deep learning, it comprises:
(multilayer) perceptron, backpropagation, fully connected neural networks
loss functions and optimization strategies
convolutional neural networks (CNNs)
activation functions
regularization strategies
common practices for training and evaluating neural networks
visualization of networks and results
common architectures, such as LeNet, Alexnet, VGG, GoogleNet
recurrent neural networks (RNN, TBPTT, LSTM, GRU)
deep reinforcement learning
unsupervised learning (autoencoder, RBM, DBM, VAE)
generative adversarial networks (GANs)
weakly supervised learning
applications of deep learning (segmentation, object detection, speech recognition, ...)
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Welcome to iOS Big Talk, a show about coders, entrepreneurs, innovators and the stories behind their inspiring success. So listen up, get motivated and turn your dream into a reality!
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UC Berkeley special events, interviews, and lectures featuring distinguished faculty and guests. To view these events as webcasts visit webcast.berkeley.edu. Full course lectures available, too.
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Torqd examines the tools and concepts that developers use on the job. We talk web frameworks, career choices, community events, industry news, and anything else that keeps the engine running.
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Explore the intersection between software and mathematics. Michael L Perry takes you on a journey through the history of computing, information theory, cryptography, distributed systems, and everywhere else that math has influenced technology. Not only will you dive into math papers, but you'll also learn valuable programming techniques that you can apply in any language.
Code Erat Demonstrandum -
Delft University of Technology on iTunes
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Podcast on data-protection and the GDPR
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Leuk dat je luistert naar Amac Onderwijs, een podcast over digitaal onderwijs. Wij spreken met onderwijsprofessionals in het primair en voortgezet onderwijs over hoe zij digitaal onderwijs in de praktijk inzetten. Van juf of meester in groep 1/2 tot en met rector van een middelbare school, hun ervaringen, ideeën, tips en tricks komen allemaal aan de orde. Heb je vragen of wil je reageren? Dat kan via ons Twitterkanaal @AmacOnderwijs. Veel luisterplezier!
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Ce podcast a été rénové au cours de l'Itica de Biarritz 2009. Il a servi aux réalisations des stagiaires et était accompagné des commentaires de l'auteur. La sonorisation a été réalisée, ensuite, afin qu'il puisse se suffire à lui-même. Il est destiné à détailler la fabrication des podcasts à partir des logiciels suivants :
- Keynote (logiciel de P.A.O.)
- iMovie (logiciel de traitement vidéo)
- GarageBand (logiciel de traitement audio, photo et création de podcasts)
- iWeb (logiciel de création de site, blog et podcast)
Les différents chemins proposés ne sont pas exhaustifs. D'autres possibilités sont encore réalisables. Vos commentaires m'ont conduit à ajouter des épisodes concernant des détails techniques (création de compte sur Itunes Store, s'abonner à un podcast, lire un fichier xml, etc...). N'hésitez pas encore à me contacter pour des idées d'épisodes nouveaux. -
Geek Author presents educational series covering computer organization, computer architecture, and embedded system design. Each episode is a concise step taking the listener on a journey from the foundations of digital logic up to computer architecture and finally to system level input and output. The series is presented by engineer, author, and educator David Tarnoff. After a career in industry designing motherboards and BIOSes, David began teaching hardware concepts to students of computer science. Twenty-five years later, he’s taking that content and providing it to anyone with an interest in what makes a computer tick.
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Welkom bij de Elke Spinnewyn Podcast. Via deze podcast duik ik in mijn passie voor technologie en coaching. Want dat is wat ik doe, ik ben digitaal coach en deel hier mijn persoonlijk verhaal. Als fervent wandelaar ben ik altijd op ontdekkingsreis. Ik ben 100% een creatieve generalist, met een breed interesseveld gaande van persoonlijke groei tot technologie en organisatieontwikkeling. Veel luisterplezier!
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A show where people at the intersection of Robotics and Artificial Intelligence can have relaxed conversations about the field, its history and its exciting future directions.
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A Grafana Labs' show all about the people, community, tools, and tech around Observability.
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You deliver software. That's what you do. And it can be frustrating when things take too long, when bugs pop up, or when things break in production. But you have what it takes. Programming with Palermo can help improve your confidence by delivering timeless knowledge, moving unnecessary obstacles, and regaining excellence within your development team; opening up to their full potential. Simply - simplify!
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The Art of Space Engineering is a podcast which aims to explore the details behind how spacecraft and various payloads come together before launch, and the lessons learned along the way. Episodes feature discussions between faculty, students, and industry professionals on topics including instruments, CubeSats, and various engineering disciplines, to provide a well-rounded overview of what it takes to prepare space systems for missions both in and beyond Earth's orbit.
Hosted by Sarah Rogers
Cover art design by Amy Liu
Feel free to connect with me!
Email: [email protected]
LinkedIn: https://www.linkedin.com/in/sarah-s-rogers
Hosted on rss.com: https://rss.com/podcasts/theartofspaceeng/ -
Accessibility Craft is a podcast exploring the art of creating accessible websites and craft beverages from the team at Equalize Digital, a WordPress accessibility company and maker of the Accessibility Checker plugin.
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Delft University of Technology on iTunes
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Resonant Frequency: The Amateur Radio Podcast was created to help get information on Amateur Radio out to the new ham and the ham that wants to find out about different aspects of the hobby they are thinking about trying out. We will be bringing guests on different aspects of ham radio. So sit back have a drink and enjoy.
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Caleb Nelson (K4CDN), a well-known figure in the ham radio community, was a pioneer in promoting the amateur radio community via audio podcasting. His passion for empowering listeners in all things Ham Radio has led to the creation of the Ham Radio Network, a new platform dedicated to delivering valuable insights and discussions centered on and around communication education and strategies.
Introducing Prep Comms Podcast
The flagship show of Ham Radio Network, Prep Comms Podcast, will be a beacon for those seeking reliable and effective communication solutions to compliment or even replace everyday grid based connectivity. With Caleb Nelson at the helm, listeners can expect in-depth conversations, expert interviews, and practical tips on building resilient communication systems. -
Ignite your AI curiosity with FireBrain AI, where we set the world of generative AI ablaze with insightful conversations and daily sparks of innovation. Join us as we torch conventional thinking, interviewing the hottest founders and trendsetters in AI who are lighting up the tech landscape. From practical applications that will fire up your daily routine to mind-bending automations that'll make your neurons dance, FireBrain AI serves up a sizzling mix of long-form deep dives and quick-fire daily updates. Whether you're a seasoned tech guru or just starting to play with matches, we're here to fan the flames of your AI obsession and help you harness the inferno of possibilities.
