Steps to get started:

1. Install miniconda
https://docs.conda.io/en/latest/miniconda.html

2. Clone or download Stable Diffusion:
https://github.com/CompVis/stable-diffusion

3. Download weights for model:
https://huggingface.co/CompVis..../stable-diffusion-v-

4. Run text2img or img2img script in conda terminal as shown in video. Example:

python scripts/txt2img.py --prompt "a photograph of an astronaut riding a horse" --plms

Timestamps:
0:00 - Introduction
1:36 - GitHub Repo
5:23 - Clone Repository
6:10 - Create conda env
6:45 - Running script
8:10 - Arguments
11:30 - Example run
12:40 - Image to image example
15:40 - Understanding scale and steps
18:10 - Removing safety lol
18:45 - Ending

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In this video, we review Guanaco, the new 65B parameter model that achieves 99% of the performance of ChatGPT. It is truly incredible. Since it is a large model, we use a cloud GPU to power it. This model can code, has logic and reasoning, can do creative writing, and so much more. Guacano was trained in under 24 hours on a single GPU, using a new technology called QloRA, which is mind-blowing. How does it do on the LLM rubric? Let's find out!

Enjoy :)

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Links:
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HuggingFace - https://www.huggingface.com
Guanaco Model - https://huggingface.co/TheBloke/guanaco-65B-GPTQ
TextGen WebUI - https://github.com/oobabooga/text-generation-webui

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In this Data Analyst Bootcamp, you will learn what data analytics is, why data analytics is necessary, the types of data analytics, and the various data analytics applications. You will then understand a case study and perform analysis of data using Python and R. In addition to that; we will see the top 10 data analysis tools and understand the difference between a data scientist and a data analyst. Finally, we’ll see the top interview questions that will help you crack a data analyst interview.

Below are the topics covered in this Data Analyst Bootcamp:

00:00:00 Introduction - Data Analyst
00:02:52 What is Data Analytics
00:04:55 Who is a Data Analyst and its Career
00:37:59 Top 10 Data Analyst Skills
00:51:16 Top 10 Data Analyst Tools
01:12:27 Data Scientist vs Data Analyst
01:40:43 Data Analytics with Python
01:50:28 Microsoft Excel Tutorial
02:19:25 Pivot table in excel
02:47:37 Excel Dashboard
06:58:26 Data Analytics Using R
08:04:53 What is SQL?
09:42:13 Data Analyst Interview Questions

✅Why become Data Analyst?
The World Economic Forum forecasts that data analysts will be in demand due to increasing data collection and usage. Organizations view data analysis as one of the most crucial future specialties due to the value that can be derived from data. Data is more abundant and accessible than ever in today’s business environment. In fact, 2.5 quintillion bytes of data are created each day. With an ever-increasing skill gap in data analytics, the value of data analysts is continuing to grow, creating new job and career advancement opportunities.

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➡️ About Data Analytics Bootcamp
The Caltech Data Analytics Bootcamp is ideal for working professionals from all backgrounds. Develop core skills such as mastering excel, creating data-driven presentations, data manipulation with SQL, analyzing data with Python, and data visualization with Tableau. Learn data analysis with tools such as AWS.

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- Simplilearn Career Service helps you get noticed by top hiring companies
- Data Analytics Bootcamp Certificate from Caltech CTME
- Caltech CTME Circle Membership
- Online Convocation by Caltech CTME Program Director
- Access to integrated Data Analytics Labs

✅ Skills Covered
- Data Analytics
- Statistical Analysis using Excel
- Data Analytics using Python
- Data Visualization with Tableau
- Linear and Logistic Regression
- Data Manipulation
- Data Analysis in AWS

✅ Enroll Course Now: https://www.simplilearn.com/data-analytics-bootcamp?utm_campaign=14August2023LGLoopEvening1-lVMVNOA5eN0&utm_medium=Description&utm_source=youtube

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

Роберт Оппенгеймер, «отец атомной бомбы», трижды выдвигался на Нобелевскую премию, но так её и не получил, при этом вряд ли можно найти учёного чьи труды также сильно изменили ход истории и сформировали мир, в котором мы живём сегодня. В этом видео Дерек Маллер с канала Veritasium расскажет о жизни и работе одного из самых талантливых и неоднозначных физиков в истории.

Перевод: Елена Смотрова
Редактура: Алексей Малов
Научная редактура: Кирилл Циберкин
Озвучка: Дмитрий Чепусов, Владимир Курдов
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, Мikhail Samin, Куляш, Oleg Zingilevskiy, opperatius, Vitaliy Vachynyuk, Таисия, Александр Кагановский, Anatoly Ressin, Ника Калмыкова, Pavel Parpura, Anton Bolotov, Katoto Chan, Eugene Tsaplin, Ihar Marozau, Irina Shakhverdova, Aleksei Shabalin, Victor Cazacov, Oleksandr Hrebeniuk, Timur Sattarov, Kirill Zaslavskii, VEG, Alex Kulakov, Leonid Steinberg, Vladimir Sharich, Morock_D, Katya Ma, Alexander Goida, Maxim Korotkov, Anna Ostrovskaya, Rashn, Nikrodol, Lexx, Шурик Самара, Виктор Харламов, Timophey Popov, MaximML , Арс Ник, asdadasa, Artem Piskarev, Тимур Абдуллин, dv0, Глеб Кочергин, Никита Омельницкий, Artem Sobolenkov, Александр Денисов, Cyril Anonimov.

#vertdider #veritasium

Сайт студии: http://vertdider.tv

Мы в социальных сетях:
— http://vk.com/studio_vd
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Разрешение на публикацию: https://bit.ly/2SFhrHZ
© https://www.youtube.com/c/veritasium

Источник: https://youtu.be/Xzv84ZdtlE0

🔥Purdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=-ZH7K_f8IxU&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=-ZH7K_f8IxU&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=-ZH7K_f8IxU&utm_medium=DescriptionFirstFold&utm_source=Youtube

The Generative AI Full Course 2025 provides a structured learning path from fundamentals to advanced AI concepts. Begin with What is Gen AI?, the Evolution of AI, and AI Careers in 2025. Explore DeepSeek R1, Deep Learning, and the Generative AI Roadmap to understand key trends. Dive into Search GPT, LangChain, and GANs (Generative Adversarial Networks), along with Transformers, LSTM, and LLMs. Strengthen your foundation with Machine Learning & Reinforcement Learning Tutorials. Advanced topics include Recurrent Neural Networks (RNNs), ChatGPT Analysis, OpenAI Sora, LLM Benchmarking, and Hugging Face. Conclude with Agentic AI, Google Quantum AI, and Top AI Tools for Job Interviews, ensuring industry readiness.

Following are the topics covered in the Gen AI Full Course for 2025:

00:00:00 Introduction to Gen AI Full Course 2025
00:00:45 What is Gen AI
00:11:17 Evolution of AI
00:22:02 AI Careers in 2025
00:44:49 Deepseek r1
00:51:48 Deep Learning
00:53:15 Roadmap Gen AI
01:09:58 Search GPT
01:12:13 Langchain
02:08:48 Generative Adversarial Tutorial
02:18:10 What are Gans
02:19:11 Transformers in AI
02:31:40 LSTM
02:33:04 Introduction to LLM
03:34:17 What is Machine Learning
04:30:49 Machine Learning Tutorial For Beginners
06:36:12 Reinforcement Learning
08:05:51 Recurrent Neural Network
08:25:42 Chatgpt analyze
08:36:38 Openai sora
08:45:31 LLM Benchmarking
09:36:14 Hugging Face and its tutorial
09:51:38 Open ai chatgpt o1 model
09:52:19 Top 10 AI Technologies
10:05:29 Gen ai tools for job interview
10:42:31 Agentic AI
10:50:54 Google Quantum AI

✅ Subscribe to our Channel to learn more about the top Technologies: https://bit.ly/2VT4WtH

⏩ Check out the Artificial Intelligence training videos: https://youtube.com/playlist?l....ist=PLEiEAq2VkUULa5a

#genai #generativeai #artificialintelligence #ai #machinelearning #llm #simplilearn #2025

➡️ About Professional Certificate Program in Generative AI and Machine Learning

Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.

Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics

Learning Path:
✅ IITG AI: Program Induction
✅ IITG AI: Programming Fundamentals
✅ IITG AI: Python for Data Science (IBM)
✅ IITG AI: Applied Data Science with Python
✅ IITG AI: Machine Learning
✅ IITG AI: Deep Learning with TensorFlow (IBM)
✅ IITG AI: Deep Learning Specialization
✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ IITG AI: Advanced Generative AI
✅ IITG AI: Capstone
Electives:
✅ IITG AI: ADL & Computer Vision
✅ IITG AI: NLP and Speech Recognition
✅ IITG AI: Reinforcement Learning
✅ IITG AI: Academic Masterclass
✅ IITG AI: Industry Masterclass

👉 Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=-ZH7K_f8IxU&utm_medium=Description&utm_source=Youtube

In this video we do a paper walk through of the GCN (Graph Convolutional Network) paper that is the most cited and one of the impactful in graph neural networks. We understand how they derived it and how it works in detail.

Big thanks to MakinaRocks for sponsoring this video, and I encourage you to check out Link which is a jupter lab extension they have developed to make notebooks more intuitive and easier to use. A few of the features I’ve found useful are:
1️⃣ Caching result from running cells in notebooks to avoid re-running them
2️⃣ Visualizing cell dependencies
3️⃣ Integrated version control

Check it out⬇️
https://bit.ly/3F4COvv

Link Demo Video 👉 https://youtu.be/uM2uPG-1eQQ
Link Documentation 👉https://makinarocks.gitbook.io/link/

Timestamps:
0:00 - Introduction
1:00 - Sponsored Segment: Link
2:09 - Abstract and overview
4:13 - Introduction to the problem
8:53 - How GCNs work
13:47 - Theory of GCN derivation
21:25 - GCN Node classification example
24:33 - Conclusions & Results
25:13 - Ending thoughts

#link #gcn

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This is super cool and it'll be awesome when it gets better. What you do you guys think about AI? Does it scare you?
___________________________
Make sure to check out my presets if you are looking for that Fujifilm vibe on any camera. They are the same ones I use every day! Find them here: http://ClassicPorts.com
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If you like what you see make sure to check out the affiliate links to all the gear I use to make my videos.

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#generativeai #Photoshop #Adobe

🔥Explore more about the Course here: https://www.simplilearn.com/general-management-certification-training-course?utm_campaign=26July2023-Webinar-IIM-Indore-General-Management&utm_medium=Descriptionff&utm_source=youtube
About the Webinar
IIM Indore invites you to join us for a career information session about general management. You’ll see how the Executive Certificate Program in General Management prepares you to advance in your management career in just six months. And you’ll receive an exclusive bonus just for attending the webinar!

What You’ll Find Out
Prof. Manoj Motiani from IIM Indore will share the following:

✅ The critical aspects of succeeding in general management
✅ The skills you will learn to help you move up in management
✅ Benefits of learning with IIM Indore
✅ How the Program Works

We will show you the following:

✅ The online learning platform
✅ The program curriculum
✅ The hands-on projects you’ll do
✅ Exclusive Job Assist Services Help Launch Your Career

You’ll learn how the program’s benefits continue beyond the certificate:

✅ Resume building & interview prep and practice
✅ Premium and confidential job board access
✅ Capstone project to share with employers via your personal portfolio

About the Speaker
Seema Sahay

✅ Career Enhancement Coach and Author

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⏩ Check out the Business management training videos: https://www.youtube.com/watch?v=NjOa6l4GFJA&list=PLEiEAq2VkUUIk2HnEsN-xgruMOtVgJK5g

#Generalmanagementcourse #careerinformationsession #Generalmanagement #Generalmanager #Generalmanagementwebinar #careerinformationwebinar #careerguidance #generalmanagerwebinar #simplilearnGeneralmanagement #simplilearn #2023

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About Executive Certificate Program In General Management:
With IIM Indore's General Management program, you will gain an understanding of domains including Operations, HR, Business Strategy, and digital disruption. Understand the fundamentals of how business works and leverage it to support your organization’s strategy. Move from a functional strategy role to a business strategy role with thorough knowledge of the business environment and the new fundamentals of business strategy with this general management program from IIM Indore.

Key Features
✅ General Management certificate from IIM Indore
✅ IIM Indore Alumni status
✅ 3-day campus immersion at the IIM Indore campus, at additional cost
✅ Live classes from IIM Indore faculty
✅ Capstone projects mentored by IIM Indore faculty
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Learning Path
✅ Induction Session for IIM Indore General Management Program
✅ EC GM - Foundations of Management
✅ EC GM - Economics for Business
✅ EC GM - Accounting and Financial Management
✅ EC GM - Ops & SCM
✅ EC GM - Marketing Management
✅ EC GM - HR
✅ EC GM - Business Analytics
✅ EC GM - Management & Leadership
✅ EC GM - Business Strategy
✅ EC GM - Design Thinking
✅ EC GM - Digital Disruption & Innovation
✅ EC GM - Capstone Project

Skills Covered
✅ General Management
✅ Economics
✅ Accounting
✅ Financial Management
✅ Operations
✅ Supply Chain Management
✅ Marketing
✅ Human Resource Management
✅ Business Analytics
✅ Leadership
✅ Business Strategy
✅ Design Thinking
✅ Digital Disruption
✅ Innovation

🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

👉Learn more at: https://www.simplilearn.com/general-management-certification-training-course?utm_campaign=26July2023-Webinar-IIM-Indore-General-Management&utm_medium=Description&utm_source=youtube

For more information about Simplilearn’s courses, visit:
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The Scrapy Beginners Course will teach you everything you need to learn to start scraping websites at scale using Python Scrapy.

The course covers:
- Creating your first Scrapy spider
- Crawling through websites & scraping data from each page
- Cleaning data with Items & Item Pipelines
- Saving data to CSV files, MySQL & Postgres databases
- Using fake user-agents & headers to avoid getting blocked
- Using proxies to scale up your web scraping without getting banned
- Deploying your scraper to the cloud & scheduling it to run periodically

✏️ Course created by Joe Kearney.

⭐️ Resources ⭐️
Course Resources
- Scrapy Docs: https://docs.scrapy.org/en/latest/
- Course Guide: https://thepythonscrapyplayboo....k.com/freecodecamp-b
- Course Github: https://github.com/orgs/python....-scrapy-playbook/rep
- The Python Scrapy Playbook: https://thepythonscrapyplaybook.com/

Cloud Environments
- Scrapyd: https://github.com/scrapy/scrapyd
- ScrapydWeb: https://github.com/my8100/scrapydweb
- ScrapeOps Monitor & Scheduler: https://scrapeops.io/monitoring-scheduling/
- Scrapy Cloud: https://www.zyte.com/scrapy-cloud/

Proxies
- Proxy Plan Comparison Tool: https://scrapeops.io/proxy-pro....viders/comparison/fr
- ScrapeOps Proxy Aggregator: https://scrapeops.io/proxy-api-aggregator/
- Smartproxy: https://smartproxy.com/deals/proxyservers/ips

⭐️ Contents ⭐️
⌨️ (0:00:00) Part 1 - Scrapy & Course Introduction
⌨️ (0:08:22) Part 2 - Setup Virtual Env & Scrapy
⌨️ (0:16:28) Part 3 - Creating a Scrapy Project
⌨️ (0:28:17) Part 4 - Build your First Scrapy Spider
⌨️ (0:55:09) Part 5 - Build Discovery & Extraction Spider
⌨️ (1:20:11) Part 6 - Cleaning Data with Item Pipelines
⌨️ (1:44:19) Part 7 - Saving Data to Files & Databases
⌨️ (2:04:33) Part 8 - Fake User-Agents & Browser Headers
⌨️ (2:40:12) Part 9 - Rotating Proxies & Proxy APIs
⌨️ (3:18:12) Part 10 - Run Spiders in Cloud with Scrapyd
⌨️ (4:03:46) Part 11 - Run Spiders in Cloud with ScrapeOps
⌨️ (4:20:04) Part 12 - Run Spiders in Cloud with Scrapy Cloud
⌨️ (4:30:36) Part 13 - Conclusion & Next Steps

🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan

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