Monte Carlo Simulation - Explained
Автор: DataMListic
Загружено: 2025-07-28
Просмотров: 6832
Can you calculate π by throwing darts randomly? This video explains the Monte Carlo simulation technique using a simple dart-throwing experiment to estimate the value of pi. Learn how randomness and probability turn into powerful tools for solving complex problems in mathematics, physics, and finance. Whether you're into statistics, data science, or just curious how games of chance help predict outcomes, this video makes the Monte Carlo method intuitive and unforgettable.
Related Videos
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Bayesian Optimization: • Bayesian Optimization
Hyperparameters Tuning: Grid Search vs Random Search: • Hyperparameters Tuning: Grid Search vs Ran...
The Kernel Trick: • The Kernel Trick
Cross-Entropy - Explained: • Cross-Entropy - Explained
Dropout - Explained: • Dropout in Neural Networks - Explained
Overfitting vs Underfitting: • Overfitting vs Underfitting - Explained
Why Models Overfit and Underfit - The Bias Variance Trade-off: • Bias-Variance Trade-off - Explained
Least Squares vs Maximum Likelihood: • Least Squares vs Maximum Likelihood
XGBoost Explained in Under 3 Minutes: • XGBoost Explained in Under 3 Minutes
Contents
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Intro
00:52 - Coin flipping example
01:21 - Approximate pi example
03:00 - Law of large numbers
03:33 - Summary
03:58 - Outro
Follow Me
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
🐦 Twitter: @datamlistic / datamlistic
📸 Instagram: @datamlistic / datamlistic
📱 TikTok: @datamlistic / datamlistic
👔 Linkedin: / datamlistic
Channel Support
▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
The best way to support the channel is to share the content. ;)
If you'd like to also support the channel financially, donating the price of a coffee is always warmly welcomed! (completely optional and voluntary)
► Patreon: / datamlistic
► Bitcoin (BTC): 3C6Pkzyb5CjAUYrJxmpCaaNPVRgRVxxyTq
► Ethereum (ETH): 0x9Ac4eB94386C3e02b96599C05B7a8C71773c9281
► Cardano (ADA): addr1v95rfxlslfzkvd8sr3exkh7st4qmgj4ywf5zcaxgqgdyunsj5juw5
► Tether (USDT): 0xeC261d9b2EE4B6997a6a424067af165BAA4afE1a
#montecarlo #mathtricks #randomness #datascience #statistics

Доступные форматы для скачивания:
Скачать видео mp4
-
Информация по загрузке: