Semantic segmentation with U-NET implementation from scratch.

You'll learn about:
✔️How to implement U-Net
✔️Setting up training and everything else :)

Original paper: https://arxiv.org/abs/1505.04597
My paper review: https://youtu.be/oLvmLJkmXuc

✅ Dataset used: https://www.kaggle.com/c/carva....na-image-masking-cha

GitHub Repository:
https://github.com/aladdinpers....son/Machine-Learning

✅ Equipment I use and recommend:
https://www.amazon.com/shop/aladdinpersson

❤️ Become a Channel Member:
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PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

⌚️ Timestampo:
0:00 - Introduction
1:03 - Model from scratch
22:20 - Dataset from scratch
29:50 - Training from scratch
39:48 - Utils (almost) from scratch
50:10 - Evaluation and Ending

Paanipat 8k Ultra Hd Movie ｜ Bollywood New Movie ｜ Sanjay Dutt, Kriti Sanon, Arjun Kapoor

Here we are in 2026, and it's been 10 years since the dawn of mainstream commercial applications of deep learning. Back in 2016, a small number of organizations were just starting to use deep learning for small, simple, (and in hindsight) obvious tasks. Who could have guessed what the next ten years would hold? In this talk, Jeremy Howard, who founded the first medical deep learning company, Enlitic (way back in 2014!) will look across industries at the history of how deep learning went mainstream, and changed all of our lives within just 10 short years.

Jeremy Howard
Founder and CEO
Enlitic

Jeremy Howard is a serial entrepreneur, business strategist, developer, and educator. He is the CEO of Enlitic, a startup he founded to use recent advances in machine learning to transform the practice of medicine, and bring modern medical diagnostics to billions of people in the developing world for the first time. He is the youngest faculty member at Singularity University, where he teaches data science, and is also a Young Global Leader with the World Economic Forum. Previously he was the President and Chief Scientist of Kaggle, a community and competition platform for over 150,000 data scientists. Before working at Kaggle, he was the top ranked participant in data science competitions globally, in 2010 and 2011. He founded two successful Australian startups (the email provider FastMail, and the insurance pricing algorithm company Optimal Decisions Group), both of which grew internationally and were sold to large international companies. He started his career in management consulting, working at the world's most exclusive firms, including McKinsey & Co, and AT Kearney (becoming the youngest engagement manager world-wide, and building a new global practice in what is now called "Big Data"). He is also a keen student, for example developing a new system for learning Chinese, which he used to develop usable Chinese language skills in just one year. Jeremy has mentored and advised many startups, and is also an angel investor. He has contributed to a range of open source projects as a developer, and was a regular expert guest on Australia's most popular TV morning news program.

http://dataedge.ischool.berkel....ey.edu/2016/schedule

( Informatica Tutorial - https://www.edureka.co/informatica )
This Edureka Informatica tutorial helps you understand Informatica PowerCenter in detail. This Informatica tutorial is ideal for both beginners as well as professionals who want to learn or brush up their Informatica concepts. Informatica Playlist here https://goo.gl/TmX6Fv.
Informatica Tutorial Blog Series: https://goo.gl/HkKAVi

This video helps you to learn following topics :

1. ETL Using Informatica PowerCenter.
2. The Information Economy.
3 .ETL - an Overview.
4.The Informatica Platform.
5.Why Informatica.
6. Informatica Partners and Customers.
7. Informatica Architecture Overview and Components.
8. Nodes and Domains.
9. ETL fundamentals.
10. ETL Process.
11. ETL Processing framework.
12. Sessions and Framework.

Other Related Blog Post:
https://goo.gl/hWpzyp
https://goo.gl/daslPm
https://goo.gl/2oYch1


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#Informatica #Informaticatutorial #Informaticapowercenter #Informaticaonlinetraining

How it Works?
1. This is a 6 Week Instructor led Online Course, 25 hours of assignment and 20 hours of project work.
2. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
3. At the end of the training you will be working on a real time project for which we will provide you a Grade and a Verifiable Certificate!

- - - - - - - - - - - - - - - - -

About the Course

Edureka's Informatica PowerCenter Certification training is designed to help you become a top Informatica Developer and Administrator. During this course, our expert Informatica instructors will help you:

1. Understand and identify different Informatica Products .
2. Describe Informatica PowerCenter architecture & its different components.
3. Use PowerCenter 9.x components to build Mappings, Tasks, Workflows.
4. Describe the basic and advanced features functionalities of PowerCenter 9.X transformations.
5. Understand Workflow Task and job handling.
6. Describe Mapping Parameter and Variables.
7. Perform debugging, troubleshooting, error handling and recovery.
8. Learn to calculate cache requirement and implement session cache.
9. Execute performance tuning and Optimisation.
10. Recognise and explain the functionalities of the Repository Manager tool.
11. Identify how to handle services in the Administration Console.
12. Understand techniques of SCD, XML Processing, Partitioning, Constraint based loading and Incremental Aggregation.
13. Gain insight on ETL best practices using Informatica.

- - - - - - - - - - - - - - - - - - -

Who should go for this course?

The following professionals can go for this course :
1. Software Developers.
2. Analytics Professionals .
3. BI/ETL/DW Professionals.
4. Mainframe developers and Architects.
5. Individual Contributors in the field of Enterprise Business Intelligence.

- - - - - - - - - - - - - - - -

Why learn Informatica?

Informatica provides the market's leading data integration platform. Tested on nearly 500,000 combinations of platforms and applications, the data integration platform interoperates with the broadest possible range of disparate standards, systems, and applications. This unbiased and universal view makes Informatica unique in today's market as a leader in the data integration platform. It also makes Informatica the ideal strategic platform for companies looking to solve data integration issues of any size.

The topics related to Informatica have extensively been covered in our course 'Informatica PowerCenter 9.X Developer & Admin Certification Training’

For more information, Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll free).

Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka

🔥Advanced Executive Program In Cybersecurity: https://www.simplilearn.com/pgp-advanced-executive-program-in-cyber-security?utm_campaign=CyberSecurity-z5nc9MDbvkw&utm_medium=DescriptionFirstFold&utm_source=youtube
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This video on Introduction To Cyber Security covers all the basics that a beginner needs to know to get started with cyber security. Topics like what is cyber security, the importance of cyber security, how cyber security works, and who is a cyber security expert are covered in this video. Now, let's get started with this cyber security training for beginners.

Below are the topics we'll be discussing in this video on Introduction To Cyber Security:
Introduction 00:00
What is Cyber Security? - 01:48
Why Cyber Security? - 03:21
How does Cyber Security work? - 21:16
Who is a Cyber Security expert? - 26:49
Courses and certification required - 33:12

To learn more about Cyber Security, subscribe to our YouTube channel: https://www.youtube.com/user/S....implilearn?sub_confi

To access the slides, click here: https://www.slideshare.net/Sim....plilearn/introductio

Watch more videos on Cyber Security training: https://www.youtube.com/watch?v=z5nc9MDbvkw&list=PLEiEAq2VkUUJfPOj5nRounXvf3n17PCft

#CyberSecurityTrainingForBeginners #CyberSecurityForBeginners #CyberSecurityTraining #IntroductionToCyberSecurity #WhatIsCyberSecurity #CyberSecurityCourse #CyberSecurityTutorial #CyberSecurity #SimplilearnCyberSecurity#Simplilearn

What Is Cyber Security?
Cyber Security refers to the method of protecting programs, networks, computer systems, and their components from unauthorized digital access and attacks. It consists of a set of techniques that are used to protect the integrity of networks. Cyber Security is implemented to prevent cyberattacks.

Simplilearn’s Introduction to Cyber Security course is designed to give you a foundational look at today’s cybersecurity landscape and how to evaluate and manage security protocol in information processing systems. You will learn about information security concepts and technologies, the principles behind security architecture, how to mitigate vulnerabilities and threats to your systems, and how to implement risk and incident management to protect your infrastructure from cyber attack.

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In this Introduction to Cyber Security training course, you will gain a comprehensive overview of cybersecurity principles and concepts and learn the challenges of designing a security program. You will hear about evolving new threats such as social engineering attacks and learn how to mitigate their impact on organizational security.

What are the career benefits of this course?
The demand for cybersecurity experts has increased significantly over the last few years as companies become more dependent on the Internet and its vast facilities, and as data breaches, hacking and cybercrime reach new heights.

Upon completion of this course, you will become familiar with cyber security methodologies and be able to:
1. Leverage an enhanced awareness of cybersecurity principles and concepts
2. Analyze appropriate types of controls to counteract various threats
3. Combat social engineering attacks such as phishing, malware, spyware, adware, ransomware and Bluetooth attacks
4. Determine and analyze software vulnerabilities and security solutions to reduce the risk of exploitation


Who should take this Introduction to Cyber Security online course?
The course is ideal for professionals in any organizational role who wish to learn the fundamentals of cyber security and pursue a career in this booming field. The course also caters to CxO level and middle management professionals who want to gain awareness of and address cyber risks.

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Get the Android app: http://bit.ly/1WlVo4u
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🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

Simplilearn Quiz: Web Development is a quick quiz-oriented #shorts video by simplilearn focusing on enhancing the fundamentals of web development for aspiring computer science engineers. In this quick quiz short video, you will be asked a simple question that questions you about the collection of web pages. You'll have 4 options and 10 seconds to answer this question. You'll get to know if your answer is right or wrong in the last second of this video.

🔥 Explore Our Full Stack Developer - MEAN Stack Program: https://www.simplilearn.com/full-stack-web-developer-mean-stack-certification-training?utm_campaign=SimplilearnQuizWebDevelopmentShorts&utm_medium=ShortsDescription&utm_source=youtube

✅ About Full Stack Web Developer - MEAN Stack Program:

This program will advance your career as a MEAN stack developer. You’ll learn top skills such as MongoDB, Express.js, Angular, and Node.js (“MEAN”), plus GIT, HTML, CSS, and JavaScript to build and deploy interactive applications and services throughout this Full Stack MEAN Developer program. Full Stack Web Developer Mean Stack course provides complete knowledge of software development and testing technologies such as JavaScript, Node.js, Angular, Docker, and Protractor. You'll build an end-to-end application, test and deploy code, and store data using MongoDB.

✅ Key Features:

- Comprehensive Blended Learning program
- 8X higher interaction in live online classes conducted by industry experts
- 150 hours of instructor-led training
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- Choose from 4 industry-aligned capstone projects
- Simplilearn's JobAssist helps you get noticed by top hiring companies

✅ Skills Covered:

- Agile
- HTML
- CSS
- HTTP
- Express.js
- API Testing with Postman

✅ What is MEAN Stack?

The term MEAN stack refers to a collection of JavaScript-based technologies used to develop web applications. MEAN is an acronym for MongoDB, Express, Angular, and Node.js. MongoDB is a database system, Express is a back-end web framework, Angular.js is a front-end framework, and Node.js is a back-end runtime environment.

✅ How do I become a MEAN stack developer?

In order to become a MEAN stack developer, you will need to have a working knowledge of software development tools, databases, testing tools, and frameworks. You should be able to work as part of a scrum team—following agile methods, building, testing, and delivering features.

✅ How long does it take to learn full stack development?

You can learn the basics of full stack in just three months. However, it’s imperative to have in-depth knowledge of all of the concepts related to front-end and back-end development to make a successful career in this field. Because of this, it may take around 1-2 years to learn full stack thoroughly. Simplilearn can help you learn full stack in just 12 months with its full stack web developer — MEAN stack course. The course curriculum is highly rigorous and covers full stack development with a special focus on MEAN stack. It makes learning easy by offering knowledge on over 20 skills and tools that are highly-relevant in the industry and providing learners with real industrial exposure through four capstone projects.

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Pursuing a career in full stack development is worthwhile because companies are desperately looking for developers who are skilled in handling any situation and who can take care of both front-end and back-end development. Companies are also offering high salaries to full stack developers.

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

⏩ Check out the Full Stack training videos: https://www.youtube.com/watch?v=8KaJRw-rfn8&list=PLEiEAq2VkUULCC3eEATL4zzuapTjmo1Z

#Website #Webpage #WhatIsAWebpage #WhatIsAWebsite #Internet #Shorts #YTShorts #Simplilearn

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- Telegram Desktop: https://web.telegram.org/#/im?....p=@simplilearnupdate

Get the Simplilearn app: https://simpli.app.link/OlbFAhqMqgb


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

I Used Chat GPT To Predict Lottery Numbers (Update)

In this update, we dive back into our journey with ChatGPT 4, exploring its potential for lottery number predictions. We'll discuss methods like Python, machine learning, and even Excel for predicting lotto outcomes. Can we really predict the lottery? We'll look at the ChatGPT lottery, how to make money with it, and how to use the various ChatGPT plugins. We'll even show a brief ChatGPT tutorial by AI enthusiast Rico Copeland. Stay tuned as we delve deeper into the realm of AI and machine learning lottery predictions.


//Follow Me On Socials:
○ Instagram - https://www.instagram.com/rico_copelandyt/
○ FaceBook - https://www.facebook.com/ricocopeyt
○ Twitter - https://twitter.com/RicoMoney3500
○ Join My Free Discord - https://discord.gg/kh6BAUV6q9

MAKE MONEY SELLING SNEAKERS (SNEAKER RESELLING) :
○ How To Resell Sneakers - https://youtu.be/NdgIR7QwHn0
○ How To Cop On SNKRS APP - https://youtu.be/z9RdXRB8J0w
○ Becoming A Sneaker Plug - https://youtu.be/cKsVtJm52co
○ How To Flip Bricks Sneakers -https://youtu.be/l504pFXbG7M
○ Cook Group Info - https://youtu.be/Oywt93OOChc

Becoming A Sneaker Botter:
○ Sneaker Bots Explained - https://youtu.be/KoD9LyReMWE
○ Real Botter Explains How to Get Started - https://youtu.be/Mcb0wKv3dI0
○ Bot Info Playlist - https://www.youtube.com/playli....st?list=PLdqMgd3hliu
○ Beginner To Botter Playlist - https://www.youtube.com/playli....st?list=PLdqMgd3hliu

MAKE MONEY FLIPPING PHONES :
○ Buy Phones In Bulk - https://youtu.be/DtzAYLLctGc
○ How to Flip Phones for Beginners - https://youtu.be/XfIeP0iZRq0
○ Best Place to Buy iPhones for Cheap - https://youtu.be/Z8rjTJPiqgs
○ Hunting For Cheap Phones to Flip - https://youtu.be/X0PGRIDpGy4
○ FREE WE BUY IPHONES AD - http://ricoyt.xyz/iphonelanding/

Make Money With Different Side Hustles :
○ 3 Easiest Things To Flip for a Profit - https://youtu.be/m_57rDZ5lno
○ How do Independent Artists make money - https://youtu.be/5220BSHL130
○ Make Money As A Teen - https://youtu.be/E7G-5XmidDA
○ How I made 10k selling on Etsy -https://youtu.be/0DPeX8MsuWs

How to make more money online and how I make money as a YouTuber.


//CONTACT:
For business inquires only, please use this email: [email protected]

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○ My camera - https://amzn.to/3517F9k
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And make sure you subscribe to my channel!

DISCLAIMER: Links included in this description might be affiliate links. If you purchase a product or service with the links that I provide I may receive a small commission. There is no additional charge to you! Thank you for supporting my channel so I can continue to provide you with free content each week!

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React: Review Using Props with Stateless Functional Components




#100DaysOfCode

AGI will be so much more than a clever chatbot. Revelations this week from Demis Hassabis, Mustafa Suleyman, Wired, Time Magazine and more paint a picture of the capabilities that AGI will have, and sketch out a better idea of timelines. I cover it all, from Gemini updates, to Musk trying to stop DeepMind sale to Google, The Coming Wave to the Frontier AI Taskforce.

https://www.patreon.com/AIExplained

Wired, What OpenAI Wants: https://www.wired.com/story/wh....at-openai-really-wan
Musk’s Struggle for the Future of AI: https://time.com/6310076/elon-....musk-ai-walter-isaac
OpenAI Planning for AGI: https://openai.com/blog/planni....ng-for-agi-and-beyon
AI power Paradox: Mustafa Suleyman: https://www.foreignaffairs.com..../world/artificial-in
80,000 Hours Suleyman Podcast: https://80000hours.org/podcast..../episodes/mustafa-su
Governing Superintelligence: https://openai.com/blog/govern....ance-of-superintelli
How AI Systems Should Behave: https://openai.com/blog/how-sh....ould-ai-systems-beha
Suleyman Interview: https://www.youtube.com/watch?v=vQ3Vy78U-pQ
DeepMind Autonomous AI: https://twitter.com/egrefen/st....atus/169912837629904
AI Math: https://www.nytimes.com/2023/0....7/02/science/ai-math
Terence Tao: https://unlocked.microsoft.com..../ai-anthology/terenc
AI Assassination: https://www.nytimes.com/2021/0....9/18/world/middleeas
WannaCry: https://en.wikipedia.org/wiki/....WannaCry_ransomware_
Time Magazine Hassabis / Gemini: https://time.com/collection/ti....me100-ai/6309001/dem
AI Taskforce: https://www.gov.uk/government/....publications/frontie
Application Form: https://docs.google.com/forms/....d/1HKVnrV_rBHF3w4StW
Bletchley Park: https://www.standard.co.uk/bus....iness/sunak-chooses-
Suleyman Sam Harris: https://www.youtube.com/watch?v=IkojE37PUO8
AI Alzheimer’s: https://news.harvard.edu/gazet....te/story/2023/03/usi

https://www.patreon.com/AIExplained