The interaction between man and machine in the future, this is the topic of the CES Keynote Speech from Ola Källenius. A special concept vehicle will underline this statement.
But what is a Neural Network? | Deep learning, chapter 1
Home page: www.3blue1brown.com/
Brought to you by you: 3b1b.co/nn1-thanks
Additional funding provided by Amplify Partners
Full playlist: 3b1b.co/neural-networks
Typo correction: At 14 minutes 45 seconds, the last index on the bias vector is n, when it's supposed to in fact be a k. Thanks for the sharp eyes that caught that!
For those who want to learn more, I highly recommend the book by Michael Nielsen introducing neural networks and deep learning: goo.gl/Zmczdy
There are two neat things about this book. First, it's available for free, so consider joining me in making a donation Nielsen's way if you get something out of it. And second, it's centered around walking through some code and data which you can download yourself, and which covers the same example that I introduce in this video. Yay for active learning! github.com/mnielsen/neural-networks-and-deep-learning
I also highly recommend Chris Olah's blog: colah.github.io/
For more videos, Welch Labs also has some great series on machine learning: youtu.be/i8D90DkCLhI youtu.be/bxe2T-V8XRs
For those of you looking to go *even* deeper, check out the text «Deep Learning» by Goodfellow, Bengio, and Courville.
Also, the publication Distill is just utterly beautiful: distill.pub/
Lion photo by Kevin Pluck
— Timeline:
0:00 — Introduction example
1:07 — Series preview
2:42 — What are neurons?
3:35 — Introducing layers
5:31 — Why layers?
8:38 — Edge detection example
11:34 — Counting weights and biases
12:30 — How learning relates
13:26 — Notation and linear algebra
15:17 — Recap
16:27 — Some final words
17:03 — ReLU vs Sigmoid
— Animations largely made using manim, a scrappy open source python library. github.com/3b1b/manim
If you want to check it out, I feel compelled to warn you that it's not the most well-documented tool, and has many other quirks you might expect in a library someone wrote with only their own use in mind.
Music by Vincent Rubinetti.
Download the music on Bandcamp: vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown
Stream the music on Spotify: open.spotify.com/album/1dVyjwS8FBqXhRunaG5W5u
If you want to contribute translated subtitles or to help review those that have already been made by others and need approval, you can click the gear icon in the video and go to subtitles/cc, then «add subtitles/cc». I really appreciate those who do this, as it helps make the lessons accessible to more people.
— 3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe, and click the bell to receive notifications (if you're into that).
If you are new to this channel and want to see more, a good place to start is this playlist: 3b1b.co/recommended
Various social media stuffs:
Website: www.3blue1brown.com
Twitter: twitter.com/3Blue1Brown
Patreon: patreon.com/3blue1brown
Facebook: www.facebook.com/3blue1brown
Reddit: www.reddit.com/r/3Blue1Brown
How artificial intelligence is changing our society | DW Documentary
Artificial intelligence (AI) is changing our lives. It touches on all aspects of society — private life, business, security — including in the spread of fake news and the challenges posed by the advent of autonomous weapons.
This documentary looks at the rapid change digitalization is causing as it unfolds. In particular, breakthroughs in artificial intelligence are opening completely new horizons. In their film about AI, Tilman Wolff and Ranga Yogeshwar examine the role AI plays in the spread of fake news. They also consider a future with robots and the risks and ethical questions posed by the development of autonomous weapons. To address these issues, they travel the globe to speak with leading experts. AI can generate perfectly forged sound and videos, making it effective for purveying fake news. Discerning the truth from fiction will become increasingly difficult. Technology will streamline work, making some jobs surplus to requirements. Software will pilot self-driving cars and aerial drones. AI is rapidly opening up new vistas, but turning blind corners at speed can be risky. How sensible is this type of progress, and at which point should society step in and set limits to its development?
A documentary by Tilman Wolff und Ranga Yogeshwar
Part 1: youtu.be/s0dMTAQM4cw
— DW Documentary gives you knowledge beyond the headlines. Watch high-class documentaries from German broadcasters and international production companies. Meet intriguing people, travel to distant lands, get a look behind the complexities of daily life and build a deeper understanding of current affairs and global events. Subscribe and explore the world around you with DW Documentary.
Subscribe to:
DW Documentary: www.youtube.com/channel/UCW39zufHfsuGgpLviKh297Q?sub_confirmation=1#
DW Documental (Spanish): www.youtube.com/dwdocumental
DW Documentary وثائقية دي دبليو: (Arabic): www.youtube.com/dwdocarabia
For more visit: www.dw.com/en/tv/docfilm/s-3610
Instagram: www.instagram.com/dwdocumentary/
Facebook: www.facebook.com/dw.stories
DW netiquette policy: p.dw.com/p/MF1G
Lenovo X1 Fold: World's First Foldable Computer is the Future
If you've ever wondered what computers will look like in the future, take a look at the X1 Fold. This premium business computer is the world's first foldable computer and a true game-changer.
Intel Gaming GPUs in 2021, Tiger Lake and Xe GPU Architecture Revealed
Support us on Patreon www.patreon.com/hardwareunboxed
Video Index:
00:00 — Intro
01:01 — 10nm SuperFin Process
05:28 — Willow Cove CPU Core
07:05 — Tiger Lake Design
08:55 — Xe Graphics
11:32 — Xe Gaming GPU Coming in 2021
13:13 — Other Bits of Info
Intel Gaming GPUs Coming in 2021, Tiger Lake, Willow Cove, Xe Architecture Revealed
Disclaimer: Any pricing information shown or mentioned in this video was accurate at the time of video production, and may have since changed
Disclosure: We get a small commission when you purchase products via our Amazon links, this doesn’t cost you anything extra, it’s a cut that comes out on Amazon’s end. But please be aware the Amazon links provided are affiliate links.
FOLLOW US IN THESE PLACES FOR UPDATES
Twitter — twitter.com/hardwareunboxed
Facebook — facebook.com/hardwareunboxed
Instagram — www.instagram.com/hardwareunboxed/
Music By: soundcloud.com/lakeyinspired
НАСТРОЙКА ПК ПОСЛЕ СБОРКИ / ОПТИМИЗАЦИЯ WINDOWS 10
Всем привет! я расскажу, как правильно настроить пк после сборки и задействовать оптимизацию windows 10. Как правило настройка пк с нуля и максимальная производительность windows 10 помогает улучшить состояние твоего компьютера, а также увеличить FPS в играх, одним словом убрать лаги. Правильная настройка пк после установки windows 10, заметно улучшит состояние компьютера.
Здесь мы подробно разберем — Установка windows 10, накатывание свежих драйверов на систему, обновление биоса до последней версии, оптимизация виндовс 10, также расскажу вам про свой софт который я использую. Ведь многие спрашивают, что делать после сборки пк или переустановки windows 10 — здесь нет ничего сложного и это может сделать любой человек без большой базы знаний работы за компьютером, но а я тебе в этом помогу:)
Если понравилось видео ставь лайк, подписывайся на канал :j