This is a video about how Japanese samurai swords, aka katanas, are made – from the gathering of the iron sand, to the smelting of the steel, to the forging of the blade. Head over to https://hensonshaving.com/veritasium and enter code 'Veritasium' for 100 free blades with the purchase of a razor. Make sure to add both the razor and the blades to your cart for the code to take effect.

Special thanks to our Patreon supporters! Join this list to help us keep our videos free, forever:
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If you’re looking for a molecular modeling kit, try Snatoms, a kit I invented where the atoms snap together magnetically - https://ve42.co/SnatomsV

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A massive thank you to John McBride for making this entire project happen. This would not have been possible without John. Please check out his japan walking tours https://walkjapan.com/
Massive thanks to Craig Mod, Inoue-san, everyone in the Tanabe family, and Takanashi-san. Also a massive thank you to Kevin Cashen – https://cashenblades.com/

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References:
Tanii, H., Inazumi, T., & Terashima, K. (2014). Mineralogical study of iron sand with different metallurgical characteristic to smelting with use of Japanese classic iron-making furnace “Tatara”. ISIJ international, 54(5), 1044-1050.

Tate, M. (2005). History of Iron and Steel Making Technology in Japan Mainly on the smelting of iron sand by Tatara. Tetsu-to-Hagane, 91(1), 2-10.

Krauss, G. (1999). Martensite in steel: strength and structure. Materials science and engineering: A, 273, 40-57.

Krauss, G., & Marder, A. R. (1971). The morphology of martensite in iron alloys. Metallurgical Transactions, 2, 2343-2357.

Yalçın, Ü. (1999). Early iron metallurgy in Anatolia. Anatolian Studies, 49, 177-187.

Kapp, L., Kapp, H., & Yoshihara, Y. (1987). The craft of the Japanese sword. Kodansha International.

Matsumoto, C., Das, A. K., Ohba, T., Morito, S., Hayashi, T., & Takami, G. (2013). Characteristics of Japanese sword produced from tatara steel. Journal of Alloys and Compounds, 577, S673-S677.

Inoue, T. (2010). Tatara and the Japanese sword: the science and technology. Acta Mechanica, 214(1), 17-30.


Images & Video:

Great video from NHK – https://ve42.co/NHK



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Adam Foreman, Anton Ragin, Balkrishna Heroor, Bill Linder, Blake Byers, Burt Humburg, Chris Harper, Dave Kircher, David Johnston, Diffbot, Evgeny Skvortsov, Garrett Mueller, Gnare, I.H., John H. Austin, Jr. ,john kiehl, Josh Hibschman, Juan Benet, KeyWestr, Lee Redden, Marinus Kuivenhoven, Max Paladino, Meekay, meg noah, Michael Krugman, Orlando Bassotto, Paul Peijzel, Richard Sundvall, Sam Lutfi, Stephen Wilcox, Tj Steyn, TTST, Ubiquity Ventures

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Directed by Petr Lebedev
Written by Petr Lebedev and Derek Muller
Edited by Trenton Oliver, Jack Saxon, Peter Nelson
Animated by Fabio Albertelli, Jakub Misiek, David Szakaly
Filmed by Petr Lebedev and Lui Kimishima
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Additional research by Gregor Čavlović
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Additional video/photos supplied by Getty Images
Music from Epidemic Sound

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The Generative AI Full Course 2025 by Simplilearn starts with an introduction to Generative AI, covering beginner tutorials and the AI career landscape in 2025. It delves into the Gen AI engineer roadmap, the top AI technologies, and Deepseek R1. Learners explore deep learning, GANs, transformers, and LLMs, along with Search GPT and Langchain. The course provides a strong foundation in machine learning, reinforcement learning, and benchmarking LLMs. Practical applications include ChatGPT analysis, OpenAI Sora, and Hugging Face tutorials. The course concludes with AI tools for job interviews, Agentic AI, Google Quantum AI, and deep learning interview questions.

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

00:00:00 Introduction to Gen AI Full Course 2025
00:04:37 What is Gen AI ?
00:05:22 Generative AI Tutorial For Beginners
00:16:24 AI Careers in 2025
00:24:33 Gen AI Engineer Roadmap
00:33:40 Top 10 AI Technologies in 2025
00:57:46 Introduction to Deepseek r1
01:04:45 Deep Learning Tutorial
01:13:02 What is Search GPT
01:15:17 Langchain Tutorial
02:11:52 Generative Adversarial Tutorial
02:21:14 What are GANS?
02:22:15 Transformers in AI
02:34:44 LSTM Tutorial
02:36:08 Introduction to LLM
03:37:21 What is Machine Learning?
04:33:53 Machine Learning Tutorial
06:39:16 Reinforcement Learning
06:59:07 ChatGPT Analyze
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07:18:56 LLM Benchmarking
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09:07:14 Agentic AI Tutorial
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11:15:58 Deep learning Interview questions and Answers

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➡️ 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
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✅ Natural Language Processing
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✅ IITG AI: Capstone
Electives:
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This Business Analyst Full Course video by simplilearn will help you learn the basics of business intelligence and business analysis. The Business Analysis Full Course will begin with a small introduction to Business Analysis, Big Data, and Business Analytics tools. This course covers tools like Power BI and Microsoft Power Query, with tutorials on creating Power BI Dashboards and performing Data Transformations. next we will proceed with key BI Terms, compare roles with Data Analyst vs. Business Analyst . proceeding ahead we will focus on business analyst skills with SQL for Business Analysis and Excel with ChatGPT for Data Analytics. and lastly we will go through Interview Questions.

the business analyst full course covers the following topics:

00:00:00 Introduction to Business Analysis
00:04:02 What is Big Data
01:11:17 introduction to Business analytics
01:17:12 Introduction to Power BI
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01:37:53 Create PowerBI Dashboard in minutes
01:46:41 Business Intelligence
07:06:24 Business Analytics
07:27:48 How to use microsoft power query
08:11:28 Data Analyst Vs Business Analyst
08:27:05 Chatgpt and Excel with Data Analytics
08:43:26 Data Transformation
08:46:43 SQL For Business Analysis
09:50:02 SQL Project Business Analysis
10:06:40 Business Analytics Interview Questions

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✅ About Post Graduate Program In Business Analysis
This Post Graduate Program in Business Analysis is for professionals looking to pursue a Business Analysis career, understand business analysis techniques, get hands-on experience, and for experienced analysts looking to learn the latest tools and frameworks used by Agile teams.

Key Features
✅ Certificate from Simplilearn in collaboration with Purdue University
✅ Become eligible to be part of the Purdue University Alumni Association
✅ Master Classes delivered by Purdue faculty
✅ Earn 35 PDs/CDUs post completion of the CBAP® module
✅ Harvard Business Publishing case studies of Pearson, CarMax, EvCard, etc.
✅ Capstone from 3 domains and 14+ projects
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Skills Required
✅ Business Analysis
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Tools Covered
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✅ JIRA
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✅ R
✅ MySQL

Learning Path
✅ Induction Session for Purdue Business Analysis Program
✅ PG BA - CBAP® - Certified Business Analysis Professional [IIBA Accredited Course]
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You've probably heard of ChatGPT, Midjourney, prompts and deepfakes. But what exactly is "generative AI"? That's what you'll learn in our explanatory video in two minutes!

When new content is created by artificial intelligence (AI), it's called generative AI. This can be texts and images, but also videos, music or voices. Examples of generative AI are AI chatbots like ChatGPT and Google Bard, and text-to-image generators like Midjourney, Dall-E and Stable Diffusion.

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This Investment Banking Courses 2025 compilation covers all the important skill sets required to get you an Investment Banker job!

Looking to start a career in Investment Banking or enhance your financial knowledge? This video is your ultimate guide to mastering the Investment Banking Course in 2025. Designed for beginners, it covers everything you need to know to break into the world of finance and investment banking.

Within this Compilation of Investment Banking Courses 2025, we have covered multiple small courses that include:
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📈 Intro to Money Markets and Financial Systems
🌍 Insights into Financial Markets: Stock Market, Debt Market, and Forex
🏦 Understanding Banks: Liquidity Management, Capital Adequacy, and Balance Sheets
💡 Demystifying Interest Rates and Present Value Calculations
🏢 Business Organization Types and Rates of Return

This video is perfect for aspiring investment bankers, finance enthusiasts, and anyone aiming to understand the world of financial markets and institutions. By the end, you’ll have a solid grasp of how these systems work and how to make your mark in this field! Don’t miss out—like, share, and subscribe for more content on finance and investment banking!

📖 Below are the pointers covered in this Investment Banking Course 2025:
00:00:00 - Introduction to Investment Banking Course

✅ Which course is best for investment bankers?
Bachelor of Commerce (B.Com), Bachelor of Arts (B.A.) in finance, B.A. Economics and Bachelor of Business Administration (BBA) Finance are among the best alternatives for a career as an Investment Banker.

✅Which certification is best for investment banking?
A finance professional with a CFA certification is highly regarded in the banking industry. They are considered experts in a variety of fields, such as economics, portfolio management, investment banking, and equity research and analysis.

➡️ About the Course
This Investment Banking Course by IIM Ranchi helps you master investment banking operations and the capital markets domain. Explore skills like financial markets, quantitative techniques for capital markets, equity research, and strategic investments. Learn from IIM Ranchi faculty and get executive alumni status by IIM Ranchi.

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☑️Individuals with a bachelor’s degree, who have a strong desire to work in Investment banking
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☑️Graduates with BBA, MBA, CA, and CFA.
☑️Any graduate can apply for this program

✅ Key Features - (Course Features)
👉🏼9 Months of Live Sessions by IIM Faculty
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✅Sources of financial information and intelligence

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This Tableau Full Course Video by simplilearn is curated to help you learn the basics of tableau. This Simplilearn Tableau Full Course is designed to help you master the basics of Tableau and business analysis. The course starts with an introduction to Big Data and Business Analytics, followed by a guide to Power BI and creating dashboards in minutes. You'll explore key BI terms, Business Intelligence, and Business Analytics. Next, the course covers tools like Microsoft Power Query for data transformation. You'll also compare the roles of Data Analyst vs. Business Analyst, with tips on interview questions. Additionally, it includes boosting your skills with ChatGPT and Excel for data analytics. Finally, you'll dive into SQL for Business Analysis, complete practical SQL projects, and prepare for Business Analytics interview questions.

The course covers the following topics:

00:00:00 Introduction to Business Analysis
00:04:02 What is Big Data
01:11:17 introduction to Business analytics
01:17:12 Introduction to Power BI
01:18:01 Top BI Terms every data analyst know
01:37:53 Create PowerBI Dashboard in minutes
01:46:41 Business Intelligence
07:06:24 Business Analytics
07:27:48 How to use microsoft power query
08:11:28 Data Analyst Vs Business Analyst
08:27:05 Chatgpt and Excel with Data Analytics
08:43:26 Data Transformation
08:46:43 SQL For Business Analysis
09:50:02 SQL Project Business Analysis
10:06:40 Business Analytics Interview Questions

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➡️ About Post Graduate Program In Data Analytics

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

Key Features
✅ Post Graduate Program certificate and Alumni Association membership
✅ Exclusive hackathons and Ask me Anything sessions by IBM
✅ 8X higher live interaction in live online classes by industry experts
✅ Capstone from 3 domains and 14+ Data Analytics Projects with Industry datasets from Google PlayStore, Lyft, World Bank etc.
✅ Master Classes delivered by Purdue faculty and IBM experts
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
✅ Resume preparation and LinkedIn profile building
✅ 1:1 mock interview
✅ Career accelerator webinars

Skills Covered
✅ Data Analytics
✅ Statistical Analysis using Excel
✅ Data Analysis Python and R
✅ Data Visualization Tableau and Power BI
✅ Linear and logistic regression modules
✅ Clustering using kmeans
✅ Supervised Learning

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This Gen AI Full Course video by Simplilearn will help you learn everything about Generative AI (Gen AI). We will begin with an Introduction to Gen AI Full Course and move on to What is AI and How it Works. Up next, we’ll explore What is Gen AI and provide a Roadmap to Become a Gen AI Engineer. Proceeding ahead, we’ll dive into AI Trends for the Future and the Evolution of AI, followed by insights into OpenAI’s ChatGPT O1 Model. You’ll also discover AI Career Opportunities and learn about the Top 10 AI Technologies. After that, we’ll cover Deep Learning, Search GPT, Langchain, and explore ML Projects for Your Resume. Next, we will cover Generative Adversarial Networks (GANs) with a GANs Tutorial and also discuss Transformers in AI and LSTM (Long Short-Term Memory). We’ll compare Gen AI vs AI, introduce you to Large Language Models (LLMs), and provide a Machine Learning (ML) Tutorial for Beginners. In the final stages, we’ll explore Reinforcement Learning, Recurrent Neural Networks (RNN), and take a closer look at ChatGPT Analysis, LLM Benchmarking, and a Hugging Face Tutorial. The Full course covers the following topics:

00:00:00 Inrroduction to Gen AI Full Course
00:08:08 AI explained
00:08:53 What is Gen AI
00:19:32 Roadmap Gen AI
00:35:11 AI Trends for 2025
00:36:31 Evolution of AI
01:00:50 Open ai chatgpt o1 model
01:02:40 AI Carrers
01:10:03 Top 10 AI Technologies
01:25:03 Deep Learning
01:33:20 Search GPT
01:35:35 Langchain
01:48:06 ML Projects
02:50:29 Generative Adversarial Tutorial
02:59:51 What are Gans
03:00:52 Transformers in AI
03:13:21 LSTM
03:14:36 Gen Ai vs AI
03:23:39 Introduction to LLM
04:24:52 What is ML
05:21:24 Ml Tutorial
07:26:47 Reinforcement Learning
08:56:26 Recurrent Neural Network
09:16:17 CHatgpt analyse
09:25:10 LLM Benchmarkeing
10:15:53 Hugging Face and its tutorial

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✅ 02:24 Amazon Web Services (AWS) Solutions Architect - Associate.
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This K Means clustering algorithm tutorial video will take you through machine learning basics, types of clustering algorithms, what is K Means clustering, how does K Means clustering work with examples along with a demo in python on K-Means clustering - color compression. This Machine Learning algorithm tutorial video is ideal for beginners to learn how K Means clustering work.

Below topics are covered in this K-Means Clustering Algorithm Tutorial:
1. Types of Machine Learning? ( 07:08 )
2. What is K Means Clustering? ( 00:10 )
3. Applications of K Means Clustering ( 09:27 )
4. Common distance measure ( 10:20 )
5. How does K Means Clustering work? ( 12:27 )
6. K Means Clustering Algorithm ( 20:08 )
7. Demo In Python: K Means Clustering ( 26:20 )
8. Use case: Color compression In Python ( 38:38 )

Dataset Link - https://drive.google.com/drive..../folders/1RdPdB3Fkqo

What is Machine Learning: Machine Learning is an application of Artificial Intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.

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00:00 - Introduction
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