Sebastian's books: https://sebastianraschka.com/books/
The lecture slides are available at: https://github.com/rasbt/stat4....53-deep-learning-ss2

Covers some of the basics of recurrent neural networks. In particular, this lecture covers

RNNs and Sequence Modeling Tasks: 00:00
Backpropagation Through Time: 20:23
Long-short term memory (LSTM): 31:42
Many-to-one Word RNNs: 45:16
Generating Text with Character RNNs: 50:45
Attention Mechanisms and Transformers: 1:00:09

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In this video, I break down how I built an AI agent in 14 minutes as a beginner in 2026, showing a simple and practical workflow anyone can follow. You’ll learn how to build an AI agent step by step, including a beginner-friendly AI agent tutorial and how tools like n8n AI agent setups can be used to automate real tasks. Whether you're new to automation or exploring how modern AI agent systems work, this guide shows you how to get started quickly and build your first working AI agent.

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07:16 - How to Build and Scale Profitable AI Businesses
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#8K #BIRD #ANIMALS
THE World's Greatest Birds HD 8K ULTRA - Relaxing Music And Nature 8K TV

Birds belong to the group of vertebrates and are a species with wings that mostly allow them to fly, although there are also a few species of birds that cannot.
In general, birds fly, jump, walk or swim with amazing speed and agility. What's amazing is what happens during the breeding season. For centuries, the courtship of these species has amazed humans.
The size of the birds varies between species, they can measure from 6.4 cm for small hummingbirds, to about 2.74 meters in ostriches, the largest bird in the world.
The bird has a horn beak and no teeth. They are warm-blooded, able to walk, run, and stand on only their hind limbs.
Their forelimbs are reshaped with wings, allowing them, in most birds, to fly.
Flight is the primary means of transportation for most birds, and they also use it to breed, feed, and flee from predators.
However, about 60 species of flightless birds are often found on isolated islands, possibly due to resource scarcity and the absence of terrestrial predators.
Communication between birds is very flexible and can include sensory cues, calls, and songs. Some make a variety of sounds and calls.
The bird's diet consists of a large amount of food such as nectar, fruits, plants, seeds, carcasses and various small animals, including other birds. However, the diet varies by species.
Birds inhabit all lands and all oceans of the world. They are even found in the Antarctic region.
Birds often migrate to take advantage of seasonal temperature differences around the world. Migration varies widely by sex.
There are over 9,000 different types or species of birds on the planet.

#scenicrelaxation #8kvideo #relaxationmusic #relaxationfilm #8kvideoultrahd
------------------------------

🌿Welcome to the new relaxing music stream on Scenic Relaxation 8K channel. You can keep the video at low volume and start doing any work like studying, working, reading… or simply relaxing or getting a good night's sleep.

🌿Music to relax, meditate, study, read, massage, spa or sleep. This type of music is ideal to combat anxiety, stress or insomnia as it facilitates relaxation and helps us to get rid of bad vibrations. You can also use this music as a background for guided meditation classes or sleep relaxation.

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🌿 Music by Vincent Carry
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"🌞 For contact and submit music: [email protected]

►All rights belong to their respective owners.
✔ This video was given a special license directly from the artists and the right holders."

This Edureka video on 𝐂𝐡𝐚𝐭𝐆𝐏𝐓 𝐂𝐫𝐚𝐬𝐡 𝐂𝐨𝐮𝐫𝐬𝐞 will explain what ChatGPT is all about. In this ChatGPT tutorial, you will learn about how ChatGPT works and the language model that ChatGPT uses.

ChatGPT is an artificial intelligence chatbot developed by OpenAI and launched in November 2022. It is built on top of OpenAI's GPT-3 family of large language models and has been fine-tuned using both supervised and reinforcement learning techniques.

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐂𝐡𝐚𝐭𝐆𝐏𝐓 𝐂𝐨𝐮𝐫𝐬𝐞 - 𝐁𝐞𝐠𝐢𝐧𝐧𝐞𝐫𝐬 𝐭𝐨 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝: https://www.edureka.co/openai-....chatgpt-training-cou

⏩ Edureka ChatGPT Explained Playlist: http://bit.ly/3HGRy3G

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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

🔵 About Edureka ChatGPT Certification Training Course

Edureka’s ChatGPT Certification Training Course will teach you about ChatGPT architecture, GPT models, methodology, and real-world applications. The ChatGPT certification training program is an excellent choice for individuals and organizations seeking to improve their language processing and AI skills and knowledge.

🔵 Why take up the Online ChatGPT Certification Course?

Interested individuals can opt for the Online ChatGPT Certification course as this course provides:

Comprehensive knowledge: The course provides a comprehensive understanding of ChatGPT, including its architecture, training methodology, and real-world applications.

Career advancement: The certification demonstrates an individual's expertise and competence in working with ChatGPT, making them a valuable asset to any organization.

Stay ahead of the curve: ChatGPT is a rapidly growing field, and with the certification, one can stay ahead of the curve and stay updated with the latest advancements in the industry.

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🔵 Who should take up this ChatGPT Certification Course?

The ChatGPT Certification Course is suitable for a wide range of individuals, including:

AI professionals: This course is ideal for AI professionals who want to gain expertise in ChatGPT and expand their knowledge in the field of AI.

Developers: Developers who want to integrate ChatGPT into their projects and create new AI applications can benefit from the course.

Data scientists: Data scientists who want to understand how ChatGPT can be used to process and analyze large amounts of data can also benefit from the course.

📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka
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📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/
📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN
📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/

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00:45:13 What if Analysis
00:49:34 Charts in Excel
01:07:50 Data Validation in Excel
01:34:20 Lookup Functions in Excel
02:14:20 Slicers in Excel
02:18:42 Excel Budget Template
02:25:35 MIS Report in Excel
02:35:43 Excel Macros
02:47:09 Excel VBA
03:37:56 Regression in Excel
04:04:32 Excel Power Query
05:29:50 Excel Interview Questions

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Excel is one of the best applications available on the market for creating spreadsheets to crunch numbers and dashboard reports as well as storing and administering data. This software first appeared on the scene back in 1987, and since then it has grown to become one of the most popular pieces of software for home or business.

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In this tutorial you will learn everything you need to fine tune (train) your GPT-2 Model. By training the model on specific texts you can improve the results quality by a large margin. Fine Tuning your GPT-2 Model is quite easy and can be done in a few simple steps.

First you need to download the repository from Github. After that you need to create a training.txt file including the data on which your model should be trained on. The next step is to convert the file into an npz format from which you can then train the model. After the GPT-2 model has been trained you can then copy the files into your final model and just run the sample code.


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🚨[email protected]🚨.

Disclaimer:
All videos are for educational purposes and use them wisely. Any video might have inaccurate or outdated information. I give my best to research every topic thoroughly but please be aware that videos can contain mistakes.

In this talk, we will cover the basics of Reinforcement Learning from Human Feedback (RLHF) and how this technology is being used to enable state-of-the-art ML tools like ChatGPT. Most of the talk will be an overview of the interconnected ML models and cover the basics of Natural Language Processing and RL that one needs to understand how RLHF is used on large language models. It will conclude with open question in RLHF.

RLHF Blogpost: https://huggingface.co/blog/rlhf
The Deep RL Course: https://hf.co/deep-rl-course
Slides from this talk: https://docs.google.com/presen....tation/d/1eI9PqRJTCF
Nathan Twitter: https://twitter.com/natolambert
Thomas Twitter: https://twitter.com/thomassimonini

Nathan Lambert is a Research Scientist at HuggingFace. He received his PhD from the University of California, Berkeley working at the intersection of machine learning and robotics. He was advised by Professor Kristofer Pister in the Berkeley Autonomous Microsystems Lab and Roberto Calandra at Meta AI Research. He was lucky to intern at Facebook AI and DeepMind during his Ph.D. Nathan was was awarded the UC Berkeley EECS Demetri Angelakos Memorial Achievement Award for Altruism for his efforts to better community norms.

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«Параллельные линии не пересекаются». Знакомо?

А знакома ли вам другая мысль? Евклид писал (только вчитайтесь): если прямая, падающая на две другие прямые, образует внутренние и по одну сторону углы, каждый из которых будет меньше 90 градусов, то эти две прямые, продолженные неограниченно, рано или поздно встретятся с той стороны, где углы меньшие двух прямых.

Почему он так написал? Эта загадка мучила математиков 2 000 лет. Пытаясь доказать или опровергнуть эту мысль, они изобрели неевклидову геометрию и помогли развитию науки, а также понимаю того, как устроена Вселенная. Подробно и, надеемся, понятно об этом рассказывает Дерек Маллер в новом видео от Veritasium.

А, и не забывайте поддерживать нас

Перевод: Елена Смотрова
Редактура: Алексей Малов
Научная редактура: Елизавета Миронова
Озвучка: Дмитрий Чепусов, Алексей Майоров
Монтаж звука: Андрей Фокин
Монтаж видео: Юрий Хомяков

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, Eugene Tsaplin, Мikhail Samin, Куляш, Oleg Zingilevskiy, opperatius, Mykola Korniichuk, Anatoly Zapadinsky, Pavel Parpura, Anton Bolotov, Katoto Chan, Vitaliy Vachynyuk, Ihar Marozau, Irina Shakhverdova, Aleksei Shabalin, Kirill Zaslavskii, Victor Cazacov, Oleksandr Hrebeniuk, Timur Sattarov, Valeriy Dubrava, VEG, Vladimir Sharich, Morock_D, Alexander Goida, Maxim Korotkov, Alex Kulakov, Leonid Steinberg, Anna Ostrovskaya, Alexander Lebedev, Lexx, Nikrodol, Rashn, Rincewind, Sonra44, Виктор Харламов, Шурик Самара, Alien, 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, Артем Сиваченко, Василий , Глеб Кочергин, Дмитрий Казанов, Иван Новиков, Илья Зверев, Кожаный Гусь, Никита Омельницкий, Никита Омельницкий, Никита Омельницкий, Никита Омельницкий, Никита Цикалин, Тимур Абдуллин, Тот самый Виктор, александра меньшикова.

#vertdider #veritasium

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Разрешение на публикацию: https://bit.ly/2SFhrHZ
© https://www.youtube.com/@veritasium
Источник: https://www.youtube.com/watch?v=lFlu60qs7_4

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В нашей Вселенной есть планеты, звёзды, галактики. Это то, что мы видим в телескопы с Земли и на снимках космических аппаратов. Но эти объекты возникли и существуют только благодаря природе пустого пространства.

Перевод: Алексей Лоскутов
Редактура: Елена Смотрова
Научная редактура: Кирилл Циберкин
Озвучка: Дмитрий Чепусов, 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, Ira Kozlovskaya, Amir, Vitaliy Vachynyuk, Aleksandr P., Мikhail Samin, Dmitrii Komarevtsev, Roman Inflianskas, Oleg Zingilevskiy, opperatius, Alena, Ника Калмыкова, Куляш, Anton Bolotov, Eugene Tsaplin, Anatoly Ressin, Anpat, Katoto Chan, Pavel Parpura, JIukaviy, angel, Vladyslav Sokolenko, Timur Sattarov, Victor Cazacov, Kirill Zaslavskii, Ihar Marozau, Artem Amirbekov, Dzmitryi Halyava, Aleksei Shabalin, Kseniya Stukova, Irina Shakhverdova, Vadim Velicodnii, Stanislav Obrazcoff, POD666, Janis Riekstins, Oleksandr Hrebeniuk, Sergey P, Павел Приступа, Anna Ostrovskaya, Валентин Матвейчик, Leonid Steinberg, Ilya, Alexander Goida, Katya Ma, Morock_D, Evgeny Vrublevsky, Сергей Платоненко, Валентин Ильин, Владимир Ямщиков, Мария Зверева, Адам Шифф, Rashn, Roman Gelingen, Сергей Клопов, Alexander Lebedev, Lexx, Nikrodol, Rincewind, Sonra44, Ranis Zaripov, Alexey Tyurnin, Anton G, Dmitry Perekalin, Vadim, Владимир Авдиев, Artem Piskarev, Artem Sobolenkov, MaximML , Rekvet, Timophey Popov, Timur Rahmatulin, Арс Ник, Василий , Глеб Кочергин, Иван Новиков, Илья Зверев, Никита Омельницкий, Тимур Абдуллин, Точка Зрения

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© https://www.youtube.com/c/veritasium/
Источник: https://youtu.be/3LyFap2aUN0

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In this video on what is digital marketing 2024, we're diving into digital marketing – what it is and how it operates. We'll start with the basics and explain how digital marketing differs from traditional methods. Then, we'll explore how it actually works in today's digital world. Plus, we'll talk about the skills you need to do well in digital marketing. Join us for a straightforward breakdown of digital marketing and learn what it takes to succeed in this exciting field.

Below are the topics covered in what is digital marketing and how does it work:-
00:00 Introduction to digital marketing
02:48 What is Digital Marketing?
03:59 How is it different from Traditional marketing
05:22 How Digital Marketing works?
10:47 Skills you need to excel in Digital Marketing

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#seo #ContentCreation #SocialMedia #2024 #DigitalMarketing #Simplilearn

✅ About Post Graduate Program in Digital Marketing Program:
This digital marketing course is meant for professionals looking to pursue a Digital Marketing career, know the fundamentals, and gain hands-on experience, as well as experienced marketers keen on learning the latest Digital Marketing skills. The Harvard Business case studies and projects on Google and Facebook add real-world experience.

✅ Key Features:
- Purdue-Simplilearn Joint Post Graduate Program Certification
- Purdue Alumni Membership and Masterclasses
- Masterclasses from top Purdue instructors
- 200+ hours of applied learning
- Experiential learning through case studies and theme-based project work
- Get noticed by the top hiring companies
- Learn 35+ Digital Marketing tools

✅ Skills Covered

- Search Engine Optimization
- Content Marketing
- Web Analytics
- Keyword Management and Research
- Website Management and Optimization
- URL Management
- Search Psychology
- Keyword Organization and Match Types
- Keyword Research
- Advanced Ad Features
- Ad Testing and ExtensionsLanguage Targeting
- And Many More
Note: 1 year of experience is preferred

👉 Learn more at: https://www.simplilearn.com/advanced-digital-marketing-certification-training-course?utm_campaign=08May2024WhatIsDigitalMarketing2024&utm_medium=Description&utm_source=youtube

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Announcement: New Book by Luis Serrano! Grokking Machine Learning. bit.ly/grokkingML
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A visual description of Bayes' Theorem and the Naive Bayes algorithm, and an application to spam detection.
No previous knowledge is needed, aside from knowing how to multiply and divide, a visual mind and a desire to learn.

For a code implementation, check out this repo:
https://github.com/luisguiserr....ano/manning/tree/mas

0:00 Introduction
0:39 Spam Detector
4:59 Problem
10:34 Naive Bayes Classifier
17:00 Bayes Theorem