Скачать с ютуб Cross Validation Explained! в хорошем качестве

Cross Validation Explained!

Let's talk about an important machine learning topic used to evaluate models: cross validation ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporiu... 📚 Medium Blog:   / dataemporium   💻 Github: https://github.com/ajhalthor 👔 LinkedIn:   / ajay-halthor-477974bb   RESOURCES [1] Simulation of how increasing K affects cross validation: https://stats.stackexchange.com/quest... [2] Simulation code: https://github.com/xavierbourretsicot... [3] Law of Large Numbers: https://en.wikipedia.org/wiki/Law_of_... [4] Walk forward cross validation for time series: https://otexts.com/fpp3/tscv.html [5] Introduction to Statistical Learning Textbook can provide a great basis: https://hastie.su.domains/ISLR2/ISLRv... [6] More info on Leave One Out cross validation: https://www.quora.com/Why-does-leave-... MATH COURSES (7 day free trial) 📕 Mathematics for Machine Learning: https://imp.i384100.net/MathML 📕 Calculus: https://imp.i384100.net/Calculus 📕 Statistics for Data Science: https://imp.i384100.net/AdvancedStati... 📕 Bayesian Statistics: https://imp.i384100.net/BayesianStati... 📕 Linear Algebra: https://imp.i384100.net/LinearAlgebra 📕 Probability: https://imp.i384100.net/Probability OTHER RELATED COURSES (7 day free trial) 📕 ⭐ Deep Learning Specialization: https://imp.i384100.net/Deep-Learning 📕 Python for Everybody: https://imp.i384100.net/python 📕 MLOps Course: https://imp.i384100.net/MLOps 📕 Natural Language Processing (NLP): https://imp.i384100.net/NLP 📕 Machine Learning in Production: https://imp.i384100.net/MLProduction 📕 Data Science Specialization: https://imp.i384100.net/DataScience 📕 Tensorflow: https://imp.i384100.net/Tensorflow