In this video I show you 10 common Pytorch mistakes and by avoiding these you will save a lot time on debugging models. This was inspired by a tweet by Andrej Karpathy and that's why I said it was approved by him :)

Andrej Karpathy Tweet:
https://twitter.com/karpathy/s....tatus/10132443133276

People often ask what courses are great for getting into ML/DL and the two I started with is ML and DL specialization both by Andrew Ng. Below you'll find both affiliate and non-affiliate links if you want to check it out. The pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
ML Course (affiliate): https://bit.ly/3qq20Sx
DL Specialization (affiliate): https://bit.ly/30npNrw
ML Course (no affiliate): https://bit.ly/3t8JqA9
DL Specialization (no affiliate): https://bit.ly/3t8JqA9

GitHub Repository:
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PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

OUTLINE:
0:00 - Introduction
0:21 - 1. Didn't overfit batch
2:45 - 2. Forgot toggle train/eval
4:47 - 3. Forgot .zero_grad()
6:15 - 4. Softmax when using CrossEntropy
8:09 - 5. Bias term with BatchNorm
9:54 - 6. Using view as permute
12:10 - 7. Incorrect Data Augmentation
14:19 - 8. Not Shuffling Data
15:28 - 9. Not Normalizing Data
17:28 - 10. Not Clipping Gradients
18:40 - Which ones did I miss?

Exploring a couple of the latest text to image generators that you can begin using right now, Stable Diffusion and MidJourney.

Stable Diffusion model download: https://huggingface.co/CompVis..../stable-diffusion-v1
MidJourney website: https://www.midjourney.com/home/
BLOOM AI model video: https://www.youtube.com/watch?v=3EjtHs_lXnk
DreamStudio: https://beta.dreamstudio.ai

Neural Networks from Scratch book: https://nnfs.io
Channel membership: https://www.youtube.com/channe....l/UCfzlCWGWYyIQ0aLC5
Discord: https://discord.gg/sentdex
Reddit: https://www.reddit.com/r/sentdex/
Support the content: https://pythonprogramming.net/support-donate/
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Support me on Patreon: https://www.patreon.com/mikeolbinski
Buy Prints: https://gallery.mikeolbinski.com/
Merch: https://me.mikeolbinski.com
Buy this on BluRay: https://www.etsy.com/shop/MikeOlbinski

Music By Peter Nanasi: https://peternanasi.bandcamp.c....om/album/niltsa-nilt
--------
Níłtsą́: the Navajo word for 'rain'

Two years in the making. Almost 80 total days of chasing. Tens of thousands of miles driven. All packed into 12 minutes of the best storms and moments from the 2021/22 monsoon in Arizona. These films are my entire heart and passion for what I do. Sometimes I'm so tired I don't even want to chase, and I have to MAKE myself get into the truck and start driving. And it's almost always worth it.

One of my supporters on Patreon answered my call for a possible new name for the series. I wasn't sure if I wanted to, and it would take something special to get me to do it. Leonard's wife suggested Niltsa, and I immediately fell in love with it. It's a gorgeous word. Our adopted son Eli is half Native American as well and it felt like the right name this year to honor him and his heritage. Thank you Leonard and wife!

The storms I saw the last two summers were amazing. Of course 2022 was far superior, but it overall was a blast. Some incredible lightning storms, beautiful sunsets, dust storms and powerful downbursts. The final few minutes of the film are of course jammed with the good stuff, but the ending storm (which is the thumbnail for this film) was something otherworldly.

Thanks to so many people for helping in this. My supporters on Patreon...workshops guests who spend their hard earned dollars to go chasing with me...the BBC for having me lead a group in 2021 for 12 days, which ensured I saw a ton of weather.

Thank you to Peter Nanasi as always for developing some epic, custom music for me! You are a hero dude!

Mainly as always to my wife Jina for being the utter beacon of support I would be lost without. I was gone a lot this past spring/summer and her ability to manage the chaos of our house when I'm gone is amazing. To her and the kids...I love you all, thanks for allowing me to chase my passion!

I hope you all enjoy this film. It's always a tough thing for me to put these out into the world. I've watched this one a few hundred times, fixed dust spots, camera shake, colors and errant fingers. At some point you just have to be done and let it live.

Thank you for watching and please feel free to share!

-----
Captured with: Canon 5DSR and R5
Edited/Processed with: LR Timelapse, Adobe Lightroom/After Effects/Premiere Pro

The Intelligent Inspection toolset, powered by Deep Learning technology, provides powerful and robust on-device anomaly detection as well as object classification that is not possible with rule-based machine vision.

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Want to get your hands on GPT3 but cbbd waiting for access?

Need to kick off some AI powered text gen ASAP?

Want to write a love song using AI?

I got you!

In this video, you'll learn how to leverage GPT Neo, a GPT3 architecture clone, which has been trained on 2.7 BILLION parameters to generate text and code. You'll learn how to get setup and leverage the model for a whole range of use cases in just 4 lines of code!

In this video you’ll learn how to:
1. Install GPT Neo a 2.7B Parameter Language Model
2. Generate Python Code using GPT Neo
3. Generate text using GPT Neo and Hugging Face Transformers

GET THE CODE FROM THE VIDEO: https://github.com/nicknochnack/GPTNeo

Code from the previous tutorial:
https://github.com/nicknochnack/MediaPipeHandPose

Chapters:
0:00 - Start
1:15 - How it Works
2:45 - Install PyTorch and Transformers
5:08 - Setup GPT Neo Pipeline
8:08 - Generate Text from a Prompt
14:46 - Export Text to File
17:48 - Wrap Up

Oh, and don't forget to connect with me!
LinkedIn: https://bit.ly/324Epgo
Facebook: https://bit.ly/3mB1sZD
GitHub: https://bit.ly/3mDJllD
Patreon: https://bit.ly/2OCn3UW
Join the Discussion on Discord: https://bit.ly/3dQiZsV

Happy coding!
Nick

P.s. Let me know how you go and drop a comment if you need a hand!

Umut Kuzey'in, Arpej Yapım etiketiyle yayınlanan "Tek Başımıza" isimli albümünün "Tek Başımıza" isimli şarkısı, video klibiyle sizlerle.

Söz & Beste: Umut Kuzey
Düzenleme: İskender Paydaş
Yönetmen: Ahmet Can Tekin
Davul, Synthesizer, Tuşlu çalgılar: İskender Paydaş
Elektro Gitar: Metin Türkcan
Bass: Tarkan Gözübüyük
Kayıt: Serkan Özyurt
Edit: Deniz Ilgar, Serkan Özyurt
Mix: İskender Paydaş, Deniz Ilgar, Serkan Özyurt
Mastering: Çağlar Türkmen

#UmutKuzey #TekBaşımıza #ArpejYapım

"Tek Başımıza" şarkısını tüm dijital platformlarda dinlemek için

Spotify: https://sptfy.com/LL7F

Apple Music: https://apple.co/3RXabDH

Deezer: https://deezer.page.link/gKPx7BYZjcTYpCGo6

Fizy: https://fizy.in/C7Qjr

"Tek Başımıza" şarkı sözleri ile

Kapkaranlık bu yollarda
Yürüyoruz tek başımıza
Düşe kalka çarpa çarpa
Büyüyoruz tek başımıza

Dünya malı burada kalır
Göçüp giderken tanrıya
Hesap günü geldiğinde
Yapayalnız tek başına

Yarın olup dün bitince
Her fani gibi ölünce
Bembeyaz bir bez kefende
Gideceğiz tek başımıza

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Her fani gibi ölünce
Bembeyaz bir bez kefende
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Bir garibin gönlünü al
Dualarla toprak olmadan

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Yaşanmaz nefes almadan
İnsanın ekmeği umut
Yaşanmaz umut olmadan

Yarın olup dün bitince
Her fani gibi ölünce
Bembeyaz bir bez kefende
Gideceğiz tek başımıza

Yarın olup dün bitince
Her fani gibi ölünce
Bembeyaz bir bez kefende
Gideceğiz tek başımıza

Yarın olup dün bitince
Her fani gibi ölünce
Bembeyaz bir bez kefende
Gideceğiz tek başımıza

Yarın olup dün bitince
Her fani gibi ölünce
Bembeyaz bir bez kefende
Gideceğiz tek başımıza

Sosyal Medya'da Arpej Yapım:
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This Edureka video on 'SQL Triggers' will help you understand the concept of triggers in SQL. Below are the topics covered in this SQL Triggers For Beginners:
00:00:00 Introduction
00:00:21 Agenda
00:00:48 What is a Trigger
00:02:21 Syntax of Trigger
00:04:29 Nested Triggers
00:05:19 Operation in Trigger

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⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g

📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain
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This video by Simplilearn on JavaScript Full Course is designed, developed, and curated in collaboration with industry experts to make sure to cover the major technical fundamentals, skills, tips, and tricks required to become an expert JavaScript Developer according to the current IT Standards. This JavaScript Tutorial For Beginners video will help you become proficient in JavaScript. At the end of the video, you will understand the concepts required to build complex JS applications.

JavaScript Full Course 2023 00:00:00
Introduction To JavaScript 00:03:03
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JavaScript Control Statements 01:53:13
If Else Statement In JavaScript 01:57:22
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Loops In JavaScript 02:19:42
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getElementByTagName() Method In JavaScript 04:26:34
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What is JavaScript:
JavaScript is a scripting language that is used to create and manage dynamic web pages, basically anything that moves on your screen without requiring you to refresh your browser. It can be anything from animated graphics to an automatically generated Facebook timeline. When most people get interested in web development, they start with good old HTML and CSS. From there, they move on to JavaScript, which makes sense because these three elements together form the backbone of web development.

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This PRINCE2® Certification Training Video will give an overview of Simplilearn's PRINCE2® Certification course and will discuss about the PRINCE2® Certification exam outline and syllabus. This video will also explain all the PRINCE2® Principles and PRINCE2® themes in detail.

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This PRINCE2® Foundation and Practitioner training course is designed to ensure you pass your PRINCE2® exams on the first try. Our hands-on training approach, which has been trusted by more than 20,000 learners just like you, will empower you with the knowledge of the seven principles, processes, and themes described in the PRINCE2® guidelines. You will also learn how to tailor projects as per the environment Armed with this training, you’ll help your organization execute projects more efficiently with clearly defined templates, processes and steps.

- - - - - - -

What skills you will learn from this PRINCE2® Certification Training?

When you have finished this course, you will know how to:

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Who should take up with PRINCE2® Certification Training?

A globally recognized certification, PRINCE2® is ideal for senior project managers or those aspiring to be senior project managers. This certification is particularly applicable for project managers in India, Australia, and Europe, or for professionals working on projects in those markets. The course is best suited for:

1. Project Managers
2. Associate Project Managers / Assistant Project Managers
3. Team Leads / Team Managers
4. Project Executives / Project Engineers
5. Software Developers
6. Any professional aspiring to be a Project Manager


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MIT Introduction to Deep Learning 6.S191: Lecture 3
Convolutional Neural Networks for Computer Vision
Lecturer: Alexander Amini
2023 Edition

For all lectures, slides, and lab materials: http://introtodeeplearning.com​

Lecture Outline
0:00​ - Introduction
2:37​ - Amazing applications of vision
5:35 - What computers "see"
12:38- Learning visual features
17:51​ - Feature extraction and convolution
22:23 - The convolution operation
27:30​ - Convolution neural networks
34:29​ - Non-linearity and pooling
40:07 - End-to-end code example
41:23​ - Applications
43:18 - Object detection
51:36 - End-to-end self driving cars
54:08​ - Summary

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In this video, we're going to go over how to fine-tune a GPT-3 model.

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We'll start by creating a prompt, then we'll generate some synthetic data to use for training. Next, we'll augment that data to make it even more useful for training.

Finally, we'll prepare a JSON file for uploading to OpenAI GPT-3. Once our model is fine-tuned, we'll test it out to see how it performs.


00:00 Intro
00:26 Fine Tune GPT-3 Model Plan
03:07 Creating a prompt for fine-tuning GPT-3
08:22 Syntetic Data for fine-tuning GPT-3
13:13 Augmenting the Data for fine-tuning
15:46 Preparing a json file for fine-tuning
19:06 Uploading json file to OpenAI GPT-3
20:29 Testing our fine-tuned GPT-3 model
26:20 Recap of GPT-3 fine tuning

Become a GPT text generation expert with our comprehensive 3-part video series. Learn how to build, train, and test your own GPT model, and gain insights into GPT-2 architecture, tokenization, and training processes that will elevate your language model projects.

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In this video " Top 20 Hadoop Interview Questions" we will cover the 20 most asked question in the hadoop and big data interviews.
Big Data in layman’s terms is a vast volume of high velocity data , think of hundreds of gigabytes of data flowing through in minutes. Obviously this can’t be stored and processed using traditional data processing systems. Now this is where Hadoop comes in. Hadoop is an open-source framework designed to handle big data. It provides a distributed file system (Hadoop Distributed File System - HDFS) and a distributed processing framework (MapReduce) that allows for parallel and scalable processing of large datasets across clusters of nodes. Hadoop's architecture enables fault tolerance and high availability, making it suitable for processing big data. Organizations and enterprises globally are on the lookout for skilled professionals who are able to handle such vast volumes of data, help structure and streamline the processing of this data. The salary of a Hadoop developer can vary based on factors like experience, location, company size, and industry but on average Hadoop developers earn anywhere between $80,000 and $150,000 per year which can go as high as 250,000$ for some experienced roles. It is therefore one of the best times for you to get yourself certified and skilled in the big data domain. With companies like Google, Adobe, Intuit,Oracle, Accenture, VISA, and many hiring hadoop developers you must get yourself enrolled in one of our amazing certification training programs to land yourself your dream job. Let me tell you about this global certification program.

00:00 Introduction to Big Data and Hadoop
Hadoop Developer Salary
Companies Hiring Hadoop Developer
Top 20 Hadoop Interview Questions

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Welcome to the most comprehensive Cyber Security Course For 2023! In this cutting-edge video series, we've meticulously curated an all-encompassing curriculum to equip you with the latest tools and techniques to defend against the ever-evolving threats in the digital landscape. With cyber attacks becoming increasingly sophisticated, it's imperative to stay ahead of the curve. Whether you're a beginner or an experienced professional, this course has something for everyone. You'll delve into the fundamentals of cybersecurity, network security, cryptography, ethical hacking, and much more. Our team of expert instructors will guide you through hands-on labs and real-world scenarios to enhance your practical skills. Learn to safeguard systems, protect sensitive data, and fortify against malicious intrusions. Stay ahead in the cybersecurity game and safeguard your digital assets with this Complete Cyber Security Course for 2023. Don't let cyber threats hold you back. Join us now and become a cybersecurity guardian!

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Excel Full Course For Beginners by simplilearn is dedicated to help aspiring data analysts and business analysts to learn the Excel Basics. This Excel Basics Training Course 2023 by Simplilearn will cover the filters, sorting, data formatting, condtional formatting, data validations, lookup functions, pivot tables and much more.

00:00:00 Excel Basic Knowledge
00:05:22 How To Lock(Protect) Cells In Excel
00:23:31 Excel Print Page Setup
00:27:51 Goal Seek In Excel
00:30:20 How To Freeze Row In Excel Tutorial
00:48:20 Charts In Excel
00:51:40 Conditional Formatting In Excel
00:57:24 How to Count Colored Cells in Excel?
01:24:08 Data Validation In Excel
02:04:10 Excel Lookup Tutorial
02:06:22 How to implement Vstack Function In Excel
02:10:47 How To Convert PDF To Excel
02:13:20 Excel Round Off Formula
02:15:47 Combining Data From Multiple Cells In Excel
02:19:13 DateDif In Excel Explained
02:23:08 How To Change Date Format In Excel (dd/mm/yyyy) To (mm/dd/yyyy)
02:26:41 How to Create a Pivot Table Using Multiple Sheets in Excel
02:31:05 Slicers In Excel
03:09:53 Excel Tips And Tricks 2021
03:17:30 SUMIFS Formula in Excel
03:28:36 How to Create Drop Down List In Excel?
03:35:29 Excel Budget Template 2021
03:45:37 Excel MIS Report
04:42:54 Excel Power Query Tutorial For Beginners
05:10:53 Pivot Tables In Excel

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➡️ About Post Graduate Program In Data Analytics
This Data Analytics Program is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.

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SUSCRÍBETE para ver todos nuestros videos: @VeritasiumES

Visitamos la Armada de los Estados Unidos para probar los mejores anteojos de visión nocturna del mundo. Dirígete a https://brilliant.org/veritasium para comenzar tu prueba gratuita de 30 días, y las primeras 200 personas obtendrán un 20% de descuento en una suscripción premium anual.

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Un agradecimiento enorme al Dr. Ben Conley y a todo el equipo del Centro de Guerra Naval Surface, División Crane. Puedes conocer más sobre su trabajo aquí: https://www.navsea.navy.mil/Home/Warf...


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Referencias del video:
Tyson, J. (2001). Cómo funciona la visión nocturna. How Stuff Works. - https://ve42.co/HSWNightVision
Montoro, H. P. Intensificación de imágenes: la tecnología de la visión nocturna. Photonics. - https://ve42.co/PhotonicsTech
Brain Stuff - HowStuffWorks a través de YouTube - https://ve42.co/HSWVideo
Photonis a través de YouTube - https://ve42.co/Photonis
Operator Drewski a través de YouTube - https://ve42.co/NVGaming
Dispositivo de visión nocturna a través de Wikipedia - https://ve42.co/NVWiki
Intensificador de imagen a través de Wikipedia - https://ve42.co/Intensifier
Lodriguss, J. Cómo funcionan las cámaras digitales. AstroPix. - https://ve42.co/AstroPix
Kinka-Byo. (2019). ¿Cuál es la causa física del aumento de ruido a ISO alto? StackExchange. - https://ve42.co/PhotoISO
Macias, A. (2015). Las NVG secretas que usó el SEAL Team Six en la incursión contra Bin Laden. Business Insider. - https://ve42.co/BINightVision
Van Dommelen, L. Emisión termoiónica. Mecánica cuántica para ingenieros. - https://ve42.co/Thermoionic
Nave, R. (2016). Radiación de cuerpo negro. HyperPhysics. - https://ve42.co/BlackBody
Terminología de visión nocturna - Generaciones. ModArmory. - https://ve42.co/ModArmory
NASA (2018). Detectores de rayos X - Detección de corriente eléctrica. - https://ve42.co/NASAXRay

Imágenes y videos:
Informe de Osama Bin Laden, a través de CNN en YouTube - https://ve42.co/CNNOBL
Escena de incursión nocturna de Sicario, a través de Movieclips en YouTube - https://ve42.co/Sicario
Metraje de Splinter Cell, a través de Ubisoft en YouTube - https://ve42.co/SplinterCell
Escena de visión nocturna de Step Brothers, a través de masusockvevo en YouTube - https://ve42.co/StepBrothers
Informe de Ucrania, a través de CNN en YouTube - https://ve42.co/CNNUkraine
Metraje de la cámara de imagen térmica FLIR K2, a través de Teledyne FLIR en YouTube - https://ve42.co/FLIRK2
Imágenes del Observatorio de rayos X Chandra, a través de la NASA - https://ve42.co/NASAChandra

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Agradecimientos especiales a nuestros seguidores de Patreon:
Adam Foreman, Anton Ragin, Balkrishna Heroor, Bernard McGee, Bill Linder, Burt Humburg, Chris Harper, Dave Kircher, Diffbot, Evgeny Skvortsov, Gnare, John H. Austin, Jr., John Kiehl, Josh Hibschman, Juan Benet, KeyWestr, Lee Redden, Marinus Kuivenhoven, Mario Bottion, Max Maladino, Meekay, Meg Noah, Michael Krugman, Paul Peijzel, Richard Sundvall, Sam Lutfi, Stephen Wilcox, Tj Steyn, TTST, Ubiquity Ventures

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Dirigido por Emily Zhang
Escrito por Emily Zhang y Derek Muller
Editado por Trenton Oliver
Animado por Mike Radjabov, Fabio Albertelli e Ivy Tello
Filmado por Trenton Oliver, Emily Zhang, Derek Muller y Raquel Nuno
Producido por Emily Zhang y Derek Muller

Miniatura por Ren Hurley
Video/fotos adicionales proporcionados por Getty Images y Pond5
Música de Epidemic Sound

Video en Inglés del Canal @Veritasium: https://youtu.be/UAeJHAFjwPM

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🕹 Este canal de Youtube es administrado por: https://www.unilingo.co/
❓Comentarios o sugerencias de traducción: [email protected]

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#veritasiumenespañol

Поддержать проект можно по ссылкам:
Если вы в России: https://boosty.to/vertdider
Если вы не в России: https://www.patreon.com/VertDider

Как долго вы можете обходиться без кислорода?
Мировой рекорд сегодня — 24 минуты 37 секунд. Естественно, без многолетних тренировок, специальной подготовки и кое-каких научных ухищрений такого результата не добиться, но слегка улучшить свой личный рекорд не так уж и сложно, если браться за это грамотно и со знанием дела. В этом видео Veritasium Дерек Маллер расскажет, что именно происходит с нашим организмом, когда мы задерживаем дыхание, и как делать это правильно.

Делитесь в комментариях своими рекордами 👇

Рекомендации по задержке дыхания [ENG]: https://www.eliteperformancedesign.com/

Перевод: Елена Смотрова
Редактура: Егор Афонин
Научная редактура: Евгений Момотюк
Озвучка: Дмитрий Чепусов, Алексей Никитин, Лиза Чабан
Монтаж звука: Андрей Фокин
Монтаж видео: Юрий Хомяков
Обложка: Андрей Гавриков

Спасибо за поддержку на https://www.patreon.com/VertDider и https://boosty.to/vertdider
Озвучки Vert Dider выходят с вашей помощью:

Pavel Dunaev, Mikhail Stolpovskiy, Sergey Zhukov, Amir, Мikhail Samin, Куляш, Oleg Zingilevskiy, opperatius, Vitaliy Vachynyuk, Mykola Korniichuk, Anatoly Zapadinsky, Eugene Tsaplin, Pavel Parpura, Anton Bolotov, Katoto Chan, Ника Калмыкова, Ihar Marozau, Irina Shakhverdova, Aleksei Shabalin, Kirill Zaslavskii, Victor Cazacov, Oleksandr Hrebeniuk, Timur Sattarov, VEG, Vladimir Sharich, Maxim Korotkov, Morock_D, Alexander Goida, Alex Kulakov, Leonid Steinberg, Anna Ostrovskaya, Alexander Lebedev, Lexx, Nikrodol, Rashn, Rincewind, Sonra44, Виктор Харламов, Шурик Самара, Artem Piskarev, Artem Sobolenkov, Artem Sobolenkov, Being of Whiteout, Cyril Anonimov, MaximML , Rekvet, Timophey Popov, Timur Rahmatulin, Timur Rahmatulin, asdadasa, dv0, pervprog, Адам Шифф, Александр Денисов, Арс Ник, Василий , Глеб Кочергин, Дмитрий Казанов, Иван Новиков, Илья Зверев, Кожаный Гусь, Никита Омельницкий, Никита Омельницкий, Никита Омельницкий, Никита Цикалин, Тимур Абдуллин.

#vertdider #veritasium

Сайт студии: http://vertdider.tv

Мы в социальных сетях:
— http://vk.com/studio_vd
— https://t.me/vertdider
— https://twitter.com/Vert_Dider

Разрешение на публикацию: https://bit.ly/2SFhrHZ
© https://www.youtube.com/c/veritasium
Источник: https://www.youtube.com/watch?v=Is2Lip1cJUc

Это перезалив видео с исправленными ошибками

Поддержать проект можно по ссылкам:
Если вы в России: https://boosty.to/vertdider
Если вы не в России: https://www.patreon.com/VertDider

Если хотите испытать очки ночного видения, вам понадобится невероятно тёмное помещение. В идеале — комната подростка, влюблённого в death metal, но и подземный тир на военной базе вполне подойдет. Именно туда и отправился Дерек Маллер с канала Veritasium, чтобы снять этот ролик, из которого вы узнаете, как работают подобные приборы, чем они друг от друга отличаются и почему почти во всех играх и кино ночное видение показывают зелёным.

Перевод: Елена Смотрова
Редактура: Алексей Малов
Научная редактура: Кирилл Циберкин, Леонид Вокин
Озвучка: Дмитрий Чепусов, Лиза Чабан, Алексей Никитин
Монтаж звука: Андрей Фокин
Монтаж видео: Джон Исмаилов
Обложка: Андрей Гавриков

Спасибо за поддержку на https://www.patreon.com/VertDider и https://boosty.to/vertdider

Озвучки Vert Dider выходят с вашей помощью:

Pavel Dunaev, Mikhail Stolpovskiy, Sergey Zhukov, Amir, Все будет хорошо, Vitaliy Vachynyuk, Anatoly Zapadinsky, Oleg Zingilevskiy, Mykola Korniichuk, opperatius, Eugene Tsaplin, Pavel Parpura, Anton Bolotov, Katoto Chan, Мikhail Samin, Ihar Marozau, Irina Shakhverdova, Aleksei Shabalin, Valeriy Dubrava, Kirill Zaslavskii, Victor Cazacov, Timur Sattarov, VEG, Victoria Kleban, Morock_D, Alexander Goida, Vladimir Sharich, Maxim Korotkov, Leonid Steinberg, Alex Kulakov, Anna Ostrovskaya, Rashn, Nikrodol, Lexx, Dmitry Chechulin, Rincewind, Шурик Самара, Виктор Харламов, Alexander Lebedev, Sonra44, Timophey Popov, Арс Ник, asdadasa, MaximML , dv0, александра меньшикова, Тимур Абдуллин, Artem Piskarev, Глеб Кочергин, Иван Новиков, Никита Омельницкий, Artem Sobolenkov, Alien, Artem Sobolenkov, Rekvet, pervprog, Илья Зверев, Кожаный Гусь, Никита Омельницкий, Cyril Anonimov, Timur Rahmatulin, Дмитрий Казанов, Being of Whiteout, Александр Денисов, Timur Rahmatulin, Артем Сиваченко, Никита Омельницкий, Тот самый Виктор, Alexander Kulikov, Адам Шифф, Василий , Никита Омельницкий, Никита Цикалин.

#vertdider #veritasium

Сайт студии: http://vertdider.tv

Мы в социальных сетях:
— https://vk.com/studio_vd
— https://t.me/vertdider
— https://twitter.com/Vert_Dider

Разрешение на публикацию: https://bit.ly/2SFhrHZ
© https://www.youtube.com/@veritasium
Источник: https://www.youtube.com/watch?v=UAeJHAFjwPM