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Bias Variance Tradeoff Explained!

What is Bias? What is the tradeoff between bias and variance? These questions and more answered today! ABOUT ME ⭕ Subscribe: https://www.youtube.com/c/CodeEmporiu... 📚 Medium Blog:   / dataemporium   💻 Github: https://github.com/ajhalthor 👔 LinkedIn:   / ajay-halthor-477974bb   RESOURCES [1] What are estimators? https://en.wikipedia.org/wiki/Estimat... [2] The importance of Mean Squared Error and it's bias-variance decomposition: https://en.wikipedia.org/wiki/Mean_sq... [3] Unbiased Estimators: https://en.wikipedia.org/wiki/Bias_of... [4] Bias Variance Tradeoff: https://en.wikipedia.org/wiki/Bias–va... [X] More resources on bias-variance decomposition: http://rasbt.github.io/mlxtend/user_g... 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