Analisis de componentes principales (PCA) - Nuevo link: https://www.youtube.com/watch?v=7My_PBhxeP4
ANUNCIO: Este video pronto se movera aca: https://www.youtube.com/watch?v=7My_PBhxeP4
Los videos en español pronto se moverán a este canal: https://www.youtube.com/channel/UCvnzQ7-7MrsC6AVo5LxnQWw
Link to video in English: https://www.youtube.com/watch?v=g-Hb26agBFg
Este video explica una tecnica muy importante de aprendizaje no supervisado, llamada reduccion de dimensionalidad. El metodo utilizado es el analisis de componentes principales. El video contiene las siguientes secciones:
- Introduccion a la reduccion de dimensionalidad.
- Ejemplo de la vida real (dataset de casas).
- Promedio, varianza y covarianza.
- Valores propios y vectores propios.
- Analisis de componentes principales.
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite for 6 months and I love it! https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=luisserrano&utm_content=description-only
Видео Analisis de componentes principales (PCA) - Nuevo link: https://www.youtube.com/watch?v=7My_PBhxeP4 канала Serrano.Academy
Los videos en español pronto se moverán a este canal: https://www.youtube.com/channel/UCvnzQ7-7MrsC6AVo5LxnQWw
Link to video in English: https://www.youtube.com/watch?v=g-Hb26agBFg
Este video explica una tecnica muy importante de aprendizaje no supervisado, llamada reduccion de dimensionalidad. El metodo utilizado es el analisis de componentes principales. El video contiene las siguientes secciones:
- Introduccion a la reduccion de dimensionalidad.
- Ejemplo de la vida real (dataset de casas).
- Promedio, varianza y covarianza.
- Valores propios y vectores propios.
- Analisis de componentes principales.
⭐ Kite is a free AI-powered coding assistant that will help you code faster and smarter. The Kite plugin integrates with all the top editors and IDEs to give you smart completions and documentation while you’re typing. I've been using Kite for 6 months and I love it! https://www.kite.com/get-kite/?utm_medium=referral&utm_source=youtube&utm_campaign=luisserrano&utm_content=description-only
Видео Analisis de componentes principales (PCA) - Nuevo link: https://www.youtube.com/watch?v=7My_PBhxeP4 канала Serrano.Academy
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
Geometric series and my Irish heritageJosh Starmer and Luis Serrano livestream 2 - Double BAM!The Discrete Fourier TransformDirect Preference Optimization (DPO) - How to fine-tune LLMs directly without reinforcement learningWhen is a sequence periodic? The Discrete Fourier Transform will tell usDecision trees - A friendly introductionHow do you minimize a function when you can't take derivatives? CMA-ES and PSOThe Binomial and Poisson DistributionsKL Divergence - How to tell how different two distributions areProximal Policy Optimization (PPO) - How to train Large Language ModelsSingular Value Decomposition (SVD) and Image CompressionYou are much better at math than you thinkTraining Latent Dirichlet Allocation: Gibbs Sampling (Part 2 of 2)The Attention Mechanism in Large Language ModelsHow Large Language Models are Shaping the FutureThompson sampling, one armed bandits, and the Beta distributionBook by Luis Serrano - "Grokking Machine Learning" (40% off promo code)The Gini Impurity Index explained in 8 minutes!Latent Dirichlet Allocation (Part 1 of 2)Reinforcement Learning with Human Feedback - How to train and fine-tune Transformer ModelsMachine Learning: Testing and Error Metrics