📌Generative AI Course: Masters Program : https://www.edureka.co/masters....-program/generative-

This Generative AI full course is designed to help you understand and explore the power of AI in the most simple and practical way. Whether you're a beginner or just curious about how tools like ChatGPT, Midjourney, or other AI systems work, this course covers everything from the basics of what Generative AI is, how to communicate with AI using effective prompts, and real-life use cases in content creation, business, and productivity.
00:00:00:Introduction
00:02:06 What is Machine learning?
00:18:42 Types of Machine Learning Models
00:25:56 Mathematics for Machine Learning
02:08:43 Machine Learning Algo
02:30:38 How to select the correct predictive modeling techniques?
02:42:48 Linear Regression Algorithm
02:50:14 Logistic Regression Algorithm
03:37:27 Linear Regression Vs Logistic Regression
03:40:58 MLOps for Beginners
03:53:00 How to Become a Machine Learning Engineer?
04:02:31 Machine learning Engineer Skills
04:10:40 Machine Learning Roadmap
04:20:32 Machine Learning Tips
04:27:12 What is Generative AI?
04:40:42 Generative AI Examples
04:59:21 Generative AI Tools
05:20:46 What Are GANs?
05:33:08 Generate Images Using DC-GAN
05:57:41 Transformers In Gen AI
06:05:20 Generative AI Course - Part 1 - What is LLM?
06:25:04 Generative AI Course - Part 2 - What is LangChain?
06:42:19 Generative AI Course - Part 3 - What is RAG?
07:05:11 Prompt Engineering Explained
07:18:56 Prompt Engineering for Code Generation
07:28:16 Building a Chatbot with Prompt Engineering
07:44:10 GitHub Copilot
08:01:36 OpenAI API using Python
08:09:51 Midjourney
08:28:12 Generative AI in Marketing
08:38:42 Exploring the Ethics of Generative AI
08:46:12 Nvidia's Latest Breakthrough in Generative AI
08:52:49 DeepSeek vs OpenAI: Who Wins the AI Race?
09:05:22 The Future of Generative AI and Job Opportunities
09:11:06 GenAI Roadmap
09:19:51 Generative AI Interview Questions

🔴 𝐋𝐞𝐚𝐫𝐧 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐅𝐨𝐫 𝐅𝐫𝐞𝐞! 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐭𝐨 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐘𝐨𝐮𝐓𝐮𝐛𝐞 𝐂𝐡𝐚𝐧𝐧𝐞𝐥: https://edrk.in/DKQQ4Py

📢📢Check out the latest 2025 video on Top 10 Technologies for the most up-to-date insights!
📌 Top 10 Technologies to Learn in 2025 → https://youtu.be/5kjWh8lBxC4

📝Feel free to share your comments below.📝

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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Please write back to us at [email protected] or call us at IND: 9606058406 / US: +18885487823 (toll-free) for more information.

Military robotics technology is not far behind as our world becomes more advanced. If you have seen Corridor Digital’s parody video, you may know what the future will look like. Don't worry; the realism of that video is a testament to the advancements in visual effects at the Los Angeles production studio, and not necessarily robotics.
But to be honest, we are not far behind, and in this video, we will explore a company and its line of robots that are leading the charge to make soldiers obsolete.

Rihanna, Adele, The Weeknd, Dua Lipa, Maroon 5, Miley Cyrus, Ed Sheeran 🌟 Música Pop En Inglés 2024💖
https://www.youtube.com/channe....l/UCXSoMOeF6exiwVIJ2
#MúsicaPopEnInglés, #Billboardhot100, #topsongs
=========================================
¡Bienvenidos a 'Pop Music'! 💖💖💖

💖 Disfruta de lo mejor del pop en inglés con The Weeknd, Maroon 5, Miley Cyrus, Adele, Ed Sheeran, Bruno Mars, y Dua Lipa en este playlist del 2024! Una colección de éxitos que no te puedes perder.

🎵 ¡Hola y bienvenido al canal "Pop Music"! Aquí es donde podrás disfrutar de la diversidad y riqueza del mundo de la música pop a través de los mejores éxitos.
🎵 Acompañando a "Pop Music", siempre estarás al día con las últimas tendencias musicales, conocerás artistas talentosos y te sumergirás en un colorido espacio musical.
🎵 Suscríbete al canal para no perderte ningún éxito y comparte con nosotros nuestra pasión por las mejores melodías del mundo de la música pop.
=========================================
¡Gracias por ver! ¡No olvides SUSCRIBIRTE, darle Me Gusta y Compartir mi video si lo disfrutas! ¡Que tenga un lindo día!https://www.youtube.com/channe....l/UCXSoMOeF6exiwVIJ2
💟 Envíe un correo electrónico aquí: [email protected]
💟 No olvides ME GUSTA - COMPARTIR - COMENTAR
💟 Disfruta de otros álbumes de música pop en inglés aquí
💟 Por favor no copie de ninguna forma
🔔 Gracias por todo
=========================================
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Learn about Stanford's online artificial intelligence professional and graduate programs:
https://stanford.io/3CDAIOV

Stanford Online Graduate and Professional AI programs provide the foundational and advanced skills you need to accelerate your career in AI, including machine learning, reinforcement learning, neural networks, and natural language processing and understanding. Learn about the differences between the programs in this video.

#artificialintelligence #machinelearning #deeplearning #reinforcementlearning #neuralnetworks #naturallanguageprocessing

Check out the latest (and most visual) video on this topic! The Celestial Mechanics of Attention Mechanisms: https://www.youtube.com/watch?v=RFdb2rKAqFw

This is the second of a series of 3 videos where we demystify Transformer models and explain them with visuals and friendly examples.

Video 1: The attention mechanism in high level https://youtu.be/OxCpWwDCDFQ
Video 2: The attention mechanism with math (this one)
Video 3: Transformer models https://www.youtube.com/watch?v=qaWMOYf4ri8

If you like this material, check out LLM University from Cohere!
https://llm.university

00:00 Introduction
01:18 Recap: Embeddings and Context
04:46 Similarity
11:09 Attention
20:46 The Keys and Queries Matrices
25:02 The Values Matrix
28:41 Self and Multi-head attention
33:54: Conclusion

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This Simplilearn video on How To Introduce Yourself In Interview will brief you on how you can craft a well-prepared self-introduction. Here, we will provide you with an outline of how to get going with a smart self-introduction that will help you grab your dream job. So, let's begin!

The topics covered in this video on How To Introduce Yourself In Interview are:
Introduction 00:00:00
What the Interviewer Wishes to See in Your Self-Introduction 00:00:51
Self-Introduction Outline 00:01:46
Tip 1: Start Your Introduction With a Greeting 00:01:58
Tip 2: Brief About Your Educational Background 00:02:21
Tip 3: Speak About Your Current Job 00:02:47
Tip 4: Hobbies and Passion 00:03:34
Tip 5: Closing Statement 00:03:50
Additional Self-Introduction Tips 00:04:31

Don't forget to participate in the contest at 03:26!

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#HowToIntroduceYourself #InterviewTips #Interviews #HowToIntroduceYourselfInInterview #SelfIntroductionInInterview #InterviewTipsForFreshers #InterviewTipsAndTechniques #BestInterviewTips #JobInterviewQuestionsAndAnswersForFreshers #Simplilearn

About Simplilearn:
Simplilearn is the world’s #1 online bootcamp focused on helping people acquire the skills they need to thrive in the digital economy. Our award-winning online bootcamps are designed and updated by 2000+ renowned industry and academic experts. Through individual courses, comprehensive certification programs, and partnerships with world-renowned universities, we provide millions of professionals and thousands of corporate training organizations with the work-ready skills they need to excel in their careers and businesses. Our practical and applied approach has resulted in 85 percent of learners getting promotions or new jobs on day one. With over 1,000 live classes each month, real-world projects, and more, professionals learn by doing at Simplilearn.

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🔥Enroll for the Artificial Intelligence Course Certification: https://intellipaat.com/artifi....cial-intelligence-de

#ArtificialIntelligenceCourse2024 #AITutorialForBeginners #AIFullCourse #Intellipaat

This Artificial Intelligence Course 2024 covers all the important skill sets required to get you an AI Engineer!

In this Artificial Intelligence Course 2024, we will cover Introduction to Artificial Intelligence, Introduction to Keras, TensorFlow, and Data Handling with NumPy. Then we will into Neural Networks, Multi-layered Neural Networks, and Artificial Neural Networks. Later, we will also dive into the Introduction to Deep Learning, Deep Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, and GPU in Deep Learning. Then we will conclude this AI Tutorial For Beginners with Artificial Intelligence Interview Questions

This Artificial Intelligence Course suits those who aspire to become AI Engineers

🔵 Following topics are covered in this Artificial Intelligence Course 2024
00:00:00 - Introduction to Artificial Intelligence Course
00:02:50 - What is Artificial Intelligence
00:06:41 - Why Artificial Intelligence
00:57:34 - Machine Learning Types
01:09:00 - Introduction to Deep Learning
02:51:03 - Benefits of Using Artificial Neural Network
02:56:17 - Deep Learning Frameworks
03:09:21 - Data Handling with NumPy
03:31:33 - Introduction to TensorFlow
05:42:50 - Understanding Epoch
06:11:05 - Introduction to Keras
07:06:11 - Predefined Neural Network Layers
09:09:16 - Problem With a Fully Connected Network
09:19:23 - Convolutional Neural Network
10:42:25 - Rectified Linear Units
11:16:04 - Artificial Intelligence Interview Questions

✅ How can I learn a full Artificial Intelligence Course?
For artificial intelligence, you should study:
Computer Science: Get fundamentals right.
Programming Language: learn Python or Java, for implementing AI algorithms.
Mathematics: Especially statistics, probability, and calculus.
Machine Learning: Understanding how machines learn from data is critical.

✅Is the Artificial Intelligence Course worth learning in 2024?
The increasing demand for AI professionals, the potential for career growth, and the problem-solving capabilities it offers make AI a valuable skill set to acquire

➡ About the Course
The artificial intelligence course is in collaboration with IITM Pravartak. This AI course helps you master AI and machine learning (ML) skills like data science, CNN, perceptron, TensorFlow, neural networks, NLP, etc. via hands-on projects. Learn AI from the IIT Madras faculty. Enroll now in the AI online course certification to become a certified artificial intelligence engineer.

➡Who should take this Artificial Intelligence Course?
Professionals working in analytics, data science, e-commerce, search engines, etc.
Software professionals and new graduates seeking a career change

✅ Key Features - (Course Features)
👉🏼50+ Live sessions across 7 months
👉🏼218 Hrs Self-paced Videos
👉🏼200 Hrs Project & Exercises
👉🏼Learn from IIT Madras Faculty and Industry Practitioners
👉🏼1:1 with Industry Mentors
👉🏼Resume Preparation and LinkedIn Profile Review
👉🏼24*7 Support
👉🏼No-cost EMI Option

➡ What’s Covered in This Program? -
✅ Preparatory Session - Linux and Python
✅Data Wrangling with SQL
✅Python With Data Science
✅Linear Algebra and Advanced Statistics
✅Machine Learning
✅Supervised and Unsupervised Learning in ML
✅Performance Metrics
✅Deep Learning Using TensorFlow
✅Data Science Capstone Project
✅Business Case Studies

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Recorded live at the Agent Engineering Session Day from the AI Engineer Summit 2025 in New York. Learn more at https://ai.engineer and purchase tickets to our next event, the AI Engineer World's Fair, in SF June 3 - 5 here: https://ti.to/software-3/ai-en....gineer-worlds-fair-2

About Barry:

Barry is a member of technical staff on Anthropic's Applied AI team, focusing on developing agentic systems with enterprises and startups. Previously, he was a tech lead on the Monetization genAI team at Meta, where he claimed the inaugural 'AI Engineer' title. He holds degrees in Computer Science and Industrial Engineering from Northwestern

🔥Professional Certificate Program in Agentic AI & Multi-Agent Systems -https://www.simplilearn.com/agentic-ai-professional-certificate-course?utm_campaign=kRIz-j5IltQ&utm_medium=DescriptionFirstFold&utm_source=Youtube


Following are the topics covered in this tutorial on Agentic AI Course 2026 :

00:00:05 - Introduction to Agentic AI and Multi-Agent Systems
00:01:35 - Quiz Question
00:01:55 - What Is Agentic AI And How It Works
00:02:00 - Generative AI, LLMs, RAG, And AI Workflows
00:02:39 - Practical Projects And Hands-On Learning Approach
00:03:11 - Tools And Frameworks For Building AI Systems
00:03:37 - Career Opportunities And Who Should Learn Agentic AI
00:04:03 - Learning Support, Mentorship, And Career Assistance
00:04:23 - Latest Trends In Generative AI And Agentic AI
00:04:39 - Outro

This video on Agentic AI and Multi-Agent Systems by Simplilearn explains how modern AI systems are moving beyond simple question-answering tools to intelligent systems that can plan tasks, use tools, and complete workflows. In this video, you will learn the fundamentals of Agentic AI, AI agents, multi-agent systems, LLMs, RAG, and workflow automation. The session covers how AI agents are designed, how different AI components work together, and how technologies like LangChain, Crew AI, AutoGen, MCP, and AI automation tools are used. You will also explore practical applications, real-world projects, and enterprise use cases of agentic workflows. This video is useful for developers, product managers, technology professionals, AI enthusiasts, and beginners who want to understand the future of AI systems. By the end of this video, you will understand how intelligent AI workflows are created and how skills in Agentic AI can support future career opportunities.



Related Videos:
✅ 1. https://youtu.be/2R-niMsB0QY?si=uoG8eqArZkZ8M88i
✅ 2. https://youtu.be/2MHjpOHQNNQ?si=hBzT0uI-B6ESuEU4
✅ 3. https://youtu.be/uFTrtMw8cIM?si=2GB6EM9HxTSQGVUL
✅ 4. https://www.youtube.com/live/s....TzbTqjsmIw?si=7VwvBU
✅ 5. https://youtu.be/8ykgB9lKA3M?si=UtUcxTb5grCmo7Fp

🔥 Introduction to Generative AI: https://www.edureka.co/introduction-generative-ai
🔥Generative AI Course: Masters Program: https://www.edureka.co/masters....-program/generative-

In this video, on *Generative AI Examples* , we will explore the fascinating world of *Generative AI* and how it's transforming industries. From creating stunning visual art to generating human-like text, Generative AI is opening new doors for creativity and innovation. We'll break down how AI models like *GPT* and *DALL-E* are used to generate everything from realistic images to engaging text content. By the end of this video, you’ll have a clear understanding of how Generative AI is shaping the future and what it means for businesses and creatives alike.

✅ 00:00 - Generative AI Examples
✅ 01:49 - Evolution of Generative AI
✅ 02:49 - What is Generative AI?
✅ 03:25 - Use-Cases of Generative AI
✅ 05:13 - Impact of Generative AI
✅ 05:57 - Examples of Generative AI

✅Subscribe to our channel to get video updates. Hit the subscribe button above: https://goo.gl/6ohpTV

📝Feel free to share your comments below.📝

𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬

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📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka
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📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN
📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN
📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/

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

About Introduction to Generative AI Fundamentals Course

This course on Introduction to Generative AI is designed to equip learners with a solid understanding of generative models, from fundamental concepts to advanced applications. Starting with the basics, learners will grasp the principles of Generative AI, differentiate between generative and discriminative models, and explore popular tools in the field. Ethical considerations are addressed alongside practical skills like prompt engineering and deep learning techniques such as autoencoders and GANs. Advanced topics include working with large language models (LLMs), fine-tuning them for specific tasks, and applying reinforcement learning.

Who should take up this Generative AI learning path Course?

This course on Introduction to Generative AI is perfect for individuals aiming to pursue a career in AI, including data scientists, researchers, and developers who wish to explore generative models. It is also beneficial for professionals in various sectors like software development, marketing, and retail who want to utilize AI for problem-solving and innovation. Regardless of your level of experience, whether you are a novice or a seasoned practitioner, this course provides valuable knowledge and practical skills to enhance your expertise in Generative AI.

What are the prerequisites for this Introduction to Generative AI fundamentals Course?

There are no prerequisites required for this course, Introduction to Generative AI. However, it is beneficial to have:
Basic Python Programming Knowledge
Problem-Solving Skills
Fundamentals of Machine Learning

For more information, please write back to us at [email protected] or call us at IND: 9606058406 / US & Others: +18885487823 (toll-free)

#generativeaiexamples #generativeai #genai #aiexamples #artificialintelligence #aitools #aiapplications

🔥Certified ScrumMaster (CSM) Certification Training - https://www.simplilearn.com/agile-and-scrum/csm-certification-training?utm_campaign=QvhPNI5WkD0&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Professional Scrum Master PSM Certification Training Course - https://www.simplilearn.com/professional-scrum-master-psm-certification-training-course?utm_campaign=QvhPNI5WkD0&utm_medium=DescriptionFirstFold&utm_source=Youtube

This Agile Full Course video by Simplilearn will help you learn everything about AGILE Methodologies. We’ll start with an Introduction to Agile Full Course, laying the groundwork for understanding Agile principles. Next, we’ll cover What is Agile Methodology to grasp its core concepts, followed by Agile Principles that guide successful Agile projects. Moving ahead, we’ll dive into Agile Scrum Basics and a Scrum Meeting Tutorial for Beginners to learn the essentials of Scrum practices. Then, we’ll explore a Product Backlog Tutorial to understand how tasks are prioritized and organized. Finally, we’ll cover the Top 10 Project Management (PM) Tools that support Agile teams in staying organized and efficient throughout projects.

The course will cover the following topics:

00:00:00 Introduction to Agile Full Course
00:05:51 What is Agile Methodology
00:08:21 Scrum Meeting Tutorial For Beginners
02:34:20 Agile Scrum Basics
02:43:41 Agile Principles
03:30:25 Agile Scrum Course For Beginners
03:37:06 Product Backlog Tutorial
04:01:19 Top 10 PM Tools

✅ what is agile?
Agile is a project management approach that focuses on collaboration, adapting to change, and quick delivery. It was originally developed for software development, but is now used for many different types of projects and organizations.

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

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#agile #agilescrumtraining #agileframework #agilemanagement #simplilearn #2024

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➡️CSPO Certification Course Overview

Elevate your product expertise with our intensive CSPO training by global CSTs. Master Scrum, prioritize features, and drive customer satisfaction. Learn through activities, simulations, and real-world case studies. Unlock career growth with higher salaries, leadership opportunities, and a fulfilling journey as a product owner.

Key Features

✅ 16 hours of live instructor-led training
✅ Earn 16 SEUs and 16 PDUs for continual learning support
✅ Complimentary access to 15 value addition courses worth $500
✅ Immersive learning with games, role-plays, simulations, and case studies
✅ Sessions delivered by globally acclaimed and experienced Certified Scrum Trainers (CSTs)
✅ Earn a Scrum Alliance certificate with two-year membership

Skills Covered

✅ Scrum and Agile Framework
✅ Leadership skills to manage Agile teams
✅ Product Ownership
✅ Release Planning
✅ Release Management
✅ Stakeholder Management
✅ Product Testing

Learning Path
✅ Section 01: Self Paced Learning Curriculum
✅ Section 02: Live Class Curriculum
✅ Agile Scrum Foundation
✅ Agile Certified Practitioner (PMI-ACP)®
✅ PMI-RMP® Certification
✅ Financial modeling with excel advanced
✅ Lean Management
✅ Certification of Capability in Business Analysis (CCBA®)
✅ Introduction to Digital Marketing
✅ Introduction to Big Data and Hadoop
✅ Apache Cassandra
✅ AWS Cloud Technical Essentials
✅ Business Analytics with Excel
✅ Introduction to Artificial Intelligence
✅ Introduction to Robotic Process Automation (RPA)
✅ CAPM: Complimentary Learning

👉Learn More at: https://www.simplilearn.com/agile-and-scrum/csm-certification-training?utm_campaign=QvhPNI5WkD0&utm_medium=Description&utm_source=youtube

This short video on AWS will cover the basics of AWS in just 10 minutes. Watch complete AWS Tutorial For Beginners to learn more!
🔥Post Graduate Program In Cloud Computing: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=AWS-r4YIdn2eTm4&utm_medium=DescriptionFirstFold&utm_source=youtube
🔥Caltech Cloud Computing Bootcamp(US Only): https://www.simplilearn.com/cloud-computing-bootcamp-certification-course?utm_campaign=AWS-r4YIdn2eTm4&utm_medium=DescriptionFirstFold&utm_source=youtube

This AWS tutorial video(Amazon web services) is designed to help you in understanding about AWS(Amazon web services) architectural principles and services - in just 10 minutes. You will learn how cloud computing is redefining the rules of IT infrastructure architecture, as well as how to design, plan, and scale your AWS Cloud implementation with best practices recommended by Amazon. This tutorial is ideal for beginners to learn what is AWS(Amazon web services) all about.

Below are the topics covered in this AWS Tutorial((Amazon web services tutorial)
-( 00:29 ) What is AWS(Amazon web services)
-( 01:38 ) Why AWS(Amazon web services) is such a hit?
-( 03:54 ) AWS Services Overview
-( 06:04 ) AWS Pricing(Amazon web services pricing)
-( 07:56 ) AWS Future( Future of Amazon web services)

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#aws #awstutorial #whatisaws #AWStutorialforbeginners #amazonwebservices #amazonwebservicestutorial #awstrainingvideos #awscertification #awstraining #simplilearnaws

Subscribe to Simplilearn channel to get more AWS video updates: https://www.youtube.com/user/S....implilearn?sub_confi

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Check our complete AWS(Amazon web services) Tutorial for beginners playlist here: https://www.youtube.com/watch?v=98ya1LiEU00&list=PLEiEAq2VkUULlNtIFhEQHo8gacvme35rz

Cloud computing articles - https://www.simplilearn.com/resources/virtualization-and-cloud-computing?utm_campaign=AWS-ELB-Tutorial-YO4L_9poF3g&utm_medium=Tutorials&utm_source=youtube

- - - - - - - - - - - - - -
➡️ Post Graduate Program In Cloud Computing
This Post Graduate Program in Cloud Computing helps you become an expert in designing, planning, and scaling cloud implementations. Our Cloud Computing course helps you master the core skill sets required to design and deploy dynamically scalable and reliable applications on three popular cloud platform providers: Microsoft Azure, AWS, and GCP.

👉Learn More at: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=AWS-r4YIdn2eTm4&utm_medium=Description&utm_source=youtube


✅ Key Features
- Caltech CTME Post Graduate Certificate
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- Master Classes taught by Caltech CTME instructor
- 8X higher interaction in live online classes by industry experts
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- 40+ Hands-On Projects and Integrated Labs



✅ Skills Covered
- Cloud Provider Selection
- Application Migration
- Performance Testing
- Cloud Workloads
- Identity Access Management
- Autoscaling
- Disaster Recovery
- Web Services and API
- Cloud Migration and Deployment
- Database Management
- MultiCloud Deployment
- Storage Services

👉Learn More at: https://www.simplilearn.com/pgp-cloud-computing-certification-training-course?utm_campaign=AWS-r4YIdn2eTm4&utm_medium=Description&utm_source=youtube

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

In this episode, I sit down with Professor Ras Mic for a beginner-friendly crash course on using Claude Code (and AI coding agents in general) without feeling overwhelmed by the terminal. We break down why your output is only as good as your inputs and how thinking in features + tests turns “vague app ideas” into real, shippable products. Was walks me through a better planning workflow using Claude Code’s Ask User Question Tool, which forces clarity on UI/UX decisions, trade-offs, and technical constraints before you build. We also talk about when not to use “Ralph” automation, why context windows matter, and how taste + audacity are the real differentiators in 2026 software.

Timestamps
00:00 – Intro
01:22 – Claude Code Best Practices
05:31 – Claude Code Plan Mode
09:30 – The Ask User Question Tool
14:52 – Don’t start with Ralph automation (get reps first)
16:36 – What are “Ralph loops” and why plans and documentation matter most
18:41 – Ras’s Ralph setup: progress tracking + tests + linting
23:48 – Tips & tricks: don’t obsess over MCP/skills/plugins
27:44 – Scroll-stopping software wins

Links Mentioned:

Ras's Ralphy AI Agent: https://startup-ideas-pod.link/ras-ralphy

Key Points

* Your results improve fast when you treat AI agents like junior engineers: clear inputs → clean outputs.
* The biggest unlock is planning in features + tests, not broad product descriptions.
* Claude Code’s Ask User Question Tool forces real clarity on workflow, UI/UX, costs, and technical decisions.
* If you haven’t shipped anything, don’t hide behind automation—build manually before using “Ralph.”
* Context management matters: long sessions can degrade quality, so restart earlier than you think.

Numbered Section Summaries

* The Real Reason People Get “AI Slop” I frame the episode around a simple idea: if you feed agents sloppy instructions, you’ll get sloppy output. Ras explains that models are now good enough that the failure mode is usually unclear inputs, not model quality.

* How To Think Like A Product Builder (Features First): Ras pushes a practical mindset: don’t describe “the product,” describe the _features_ that make the product real. If you can list the core features clearly, you can actually direct an agent to build them correctly.

* The Missing Piece: Tests Between Features: We talk about the shift from “generate code” to “build something serious.” The move is writing and running tests after each feature, so you don’t stack feature two on top of a broken feature one.

* Why Default Planning Mode Isn’t Enough: Ras shows the standard flow: open plan mode, ask Claude to write a PRD, and get a basic roadmap. The issue is it leaves too many assumptions—especially around UI/UX and workflow details.

* The Ask User Question Tool (The Planning Upgrade): This is the big unlock. Ras demonstrates how the Ask User Question Tool interrogates you with increasingly specific questions (workflow, cost handling, database/hosting, UI style, storage, etc.) so the plan becomes dramatically more precise.

* Spend Time Upfront Or Pay For It Later: We connect the dots: better planning reduces back-and-forth, reduces token burn, and prevents “I built the app but it’s not what I wanted.” The interview-style planning forces trade-offs early instead of late.

* Don’t Use Ralph Until You’ve Built Without It: Ras makes a strong case for reps: if you can’t ship something end-to-end yet, automation won’t save you—it’ll just move faster in the wrong direction. Build feature-by-feature manually first, then graduate to loops.

* Practical Tips: Context Discipline + Taste Wins: Ras shares a few operational habits: don’t obsess over tools like MCP/plugins, keep context usage under control, and restart sessions before quality degrades. We wrap on a bigger point: in 2026, “audacity + taste” is what makes software stand out.

The #1 tool to find startup ideas/trends - https://www.ideabrowser.com/
LCA helps Fortune 500s and fast-growing startups build their future - from Warner Music to Fortnite to Dropbox. We turn 'what if' into reality with AI, apps, and next-gen products https://latecheckout.agency/
The Vibe Marketer - Resources for people into vibe marketing/marketing with AI: https://www.thevibemarketer.com/

FIND ME ON SOCIAL
X/Twitter: https://twitter.com/gregisenberg
Instagram: https://instagram.com/gregisenberg/
LinkedIn: https://www.linkedin.com/in/gisenberg/

FIND MIC ON SOCIAL
X/Twitter: https://x.com/Rasmic
Youtube: https://www.youtube.com/@rasmic

How far away are we from AGI? Does OpenAI have the right approach? Or will someone else get there first?

Are models like Dall-E, ChatGPT, and GPT-4 the way to get there?

Leave a comment below with what you think!

00:00 Intro
00:42 What is AGI?
01:08 OpenAI’s Origin Story
02:25 Enter GPT and Dall-E
03:15 OpenAI’s Roadmap
04:33 Closing Thoughts

Please like this video and subscribe to my channel if you want to see more videos like this!

Follow me on other platforms so you’ll never miss out on my updates!

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Sources:
Planning for AGI and Beyond (https://openai.com/blog/planni....ng-for-agi-and-beyon

McKinsey's executive primer on artificial general intelligence
(https://www.mckinsey.com/capab....ilities/operations/o

Contrary Research’s report on Open AI
(https://research.contrary.com/reports/openai)

For more information about Stanford's online Artificial Intelligence programs visit: https://stanford.io/ai

To learn more about enrolling in this course visit: https://online.stanford.edu/co....urses/cs336-language

To follow along with the course schedule and syllabus visit: https://stanford-cs336.github.io/spring2025/

Percy Liang
Associate Professor of Computer Science
Director of Center for Research on Foundation Models (CRFM)

Tatsunori Hashimoto
Assistant Professor of Computer Science

View the entire course playlist: https://www.youtube.com/playli....st?list=PLoROMvodv4r

Why do Boston Dynamics Robots dance? And Could Elon Musk be right that superhuman AI is only around five years away?

Boston Dynamics' Dancing Robots:
https://youtu.be/fn3KWM1kuAw

Interview with the GPT-3 AI:
https://youtu.be/PqbB07n_uQ4

PWC report on how automation will impact jobs:
https://www.pwc.co.uk/services..../economics/insights/

A quantum computer in the next decade could crack the encryption our society relies on using Shor's Algorithm. Head to https://brilliant.org/veritasium to start your free 30-day trial, and the first 200 people get 20% off an annual premium subscription.

▀▀▀
A huge thank you to those who helped us understand this complex field and ensure we told this story accurately - Dr. Lorenz Panny, Prof. Serge Fehr, Dr. Dustin Moody, Prof. Benne de Weger, Prof. Tanja Lange, PhD candidate Jelle Vos, Gorjan Alagic, and Jack Hidary.

A huge thanks to those who helped us with the math behind Shor’s algorithm - Prof. David Elkouss, Javier Pagan Lacambra, Marc Serra Peralta, and Daniel Bedialauneta Rodriguez.

▀▀▀
References:
Joseph, D., et al. (2022). Transitioning organizations to post-quantum cryptography. Nature, 605(7909), 237-243. - https://ve42.co/Joseph2022

Bernstein, D. J., & Lange, T. (2017). Post-quantum cryptography. Nature, 549(7671), 188-194. - https://ve42.co/Bernstein2017

An Insight, An Idea with Sundar Pichai - Quantum Computing, Wold Economic Forum via YouTube - https://ve42.co/QCWEFyt

Migrating to Post-Quantum Cryptography, The White House - https://ve42.co/PQCWhiteHouse

Kotas, W. A. (2000). A brief history of cryptography. University of Tennessee - https://ve42.co/Kotas2000

Hellman, M. (1976). New directions in cryptography. IEEE transactions on Information Theory, 22(6), 644-654. - https://ve42.co/Hellman1976

Rivest, R. L., Shamir, A., & Adleman, L. (1978). A method for obtaining digital signatures and public-key cryptosystems. Communications of the ACM, 21(2), 120-126. - https://ve42.co/Rivest1978

Kak, A. (2023). Lecture 12: Public-Key Cryptography and the RSA Algorithm - https://ve42.co/Kak2023

Calderbank, M. (2007). The RSA Cryptosystem: History, Algorithm, Primes. University of Chicago. - https://ve42.co/Calderbank2007

Cryptographic Key Length Recommendation, Keylength - https://ve42.co/KeyLength

Coppersmith, D. (2002). An approximate Fourier transform useful in quantum factoring. arXiv preprint quant-ph/0201067. - https://ve42.co/Coppersmith2002

Quantum Fourier Transform, Qiskit - https://ve42.co/Qiskit

Shor, P. W. (1994, November). Algorithms for quantum computation: discrete logarithms and factoring. In Proceedings 35th annual symposium on foundations of computer science (pp. 124-134). IEEE. - https://ve42.co/Shor1994

Shor’s algorithm, Wikipedia - https://ve42.co/ShorWiki

Euler’s totient function, Wikipedia - https://ve42.co/EulerWiki

Asfaw, A. (2020). Shor’s Algorithm Lecture Series, Qiskit Summer School - https://ve42.co/ShorYT

How Quantum Computers Break Encryption, minutephysics via YouTube - https://ve42.co/PQCmpyt

Breaking RSA Encryption - an Update on the State-of-the-Art, QuintessenceLabs - https://ve42.co/QuintessenceLabs

O'Gorman, J., & Campbell, E. T. (2017). Quantum computation with realistic magic-state factories. Physical Review A, 95(3), 032338. - https://ve42.co/OGorman2017

Gidney, C., & Ekerå, M. (2021). How to factor 2048 bit RSA integers in 8 hours using 20 million noisy qubits. Quantum, 5, 433. - https://ve42.co/Gidney2021

2021 Quantum Threat Timeline Report, Global Risk Institute - https://ve42.co/QuantumRisk

The IBM Quantum Development Roadmap, IBM - https://ve42.co/IBMQC

Post-Quantum Cryptography, Computer Security Resource Center (NIST) - https://ve42.co/CSRCPQC

Alagic, G., et al. (2022). Status report on the third round of the NIST post-quantum cryptography standardization process. US Department of Commerce, NIST. - https://ve42.co/Alagic2022

Thijs, L. (2015). Lattice cryptography and lattice cryptanalysis - https://ve42.co/Thijs2015

▀▀▀
Special thanks to our Patreon supporters:
Tj Steyn, Meg Noah, Bernard McGee, KeyWestr, Elliot Miller, Jerome Barakos, M.D., Amadeo Bee, TTST, Balkrishna Heroor, Chris LaClair, John H. Austin, Jr., Eric Sexton, john kiehl, Anton Ragin, Diffbot, Gnare, Dave Kircher, Burt Humburg, Blake Byers, Evgeny Skvortsov, Meekay, Bill Linder, Paul Peijzel, Josh Hibschman, Mac Malkawi, Juan Benet, Ubiquity Ventures, Richard Sundvall, Lee Redden, Stephen Wilcox, Marinus Kuivenhoven, Michael Krugman, Cy 'kkm' K'Nelson, Sam Lutfi.

▀▀▀
Written by Casper Mebius & Derek Muller
Edited by Trenton Oliver
Filmed by Raquel Nuno
Animated by Ivy Tello & Mike Radjabov
Additional video/photos supplied by Getty Images & Pond5
Music from Epidemic Sound & Jonny Hyman
Produced by Derek Muller, Petr Lebedev, & Emily Zhang

#8k #china #hdr
I inserted a lot of useful information into subtitles to make watching my films more enjoyable.
Please click on CC button to activate subtitles and to choose from different languages available.

This film was created for educational, entertainment and informative purposes.
Some footage have been originally recorded in 8K resolution and some in 4K. I upscaled all 4K footage to 8K resolution, resulting something new.
This film was re-edited in HDR10 standard and color corrected (high color correction , color grading , adjusted the blacks, adjusted the highlights and the saturation).
To watch this video in real HDR, you should use a HDR television set.

If you want to know more about my films, then you can access:
My Website: https://8kvideoshdr.com
Facebook: https://www.facebook.com/8kvideoshdr/

There are a lot of interesting facts that you probably didn’t know.
Shanghai is a financial and cultural hub for the entire world. Shanghai has the longest metro system in the world with 644 km of tunnels and track.
"The Pearl of Asia" and "The Paris of the East" are two nicknames for Shanghai.
Hong Kong is famous for many towering skyscrapers. The tallest skyscraper in Hong Kong is The International Commerce Center. Hong Kong is recognized as the crossroads of East and West.
Hangzhou is a famous tourist destination in this country. One of China's seven historic capitals is Hangzhou. Hangzhou has been known as "Capital of Tea" since ancient times.
Chapters:
0:00-0:10 Intro
0:11-0:31 Shanghai
0:32-0:48 Hong Kong
0:49-1:01 Shanghai
1:02-2:17 Hangzhou, Zhejiang province
2:18-3:47 Hong Kong
3:48-4:20 Hangzhou, Zhejiang province
4:21-4:32 Suzhou, Jiangsu Province
4:33-4:38 Village, South China
4:39-4:48 Li River, Guangxi Province
4:49-5:02 Huangshan Mountain, Anhui Province
5:03-5:18 Great Wall
5:19-5:28 Hong Kong
5:29-5:35 Chinese clothes
5:36-5:45 Yu Garden, Shanghai
5:46-5:52 Hong Kong traffic
5:53-6:25 Shanghai traffic

Music:
Path Of The Fireflies by AERØHEAD
Somewhere Down The Line by AERØHEAD
https://soundcloud.com/aerohead/
Thumbnail image by Jeremy Zhu

Thanks for watching! Please do not forget to like, comment and subscribe.