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Title: GitHub - NvsYashwanth/machinelearningmaster: All about machine learning

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Description: All about machine learning. Contribute to NvsYashwanth/machinelearningmaster development by creating an account on GitHub.

Open Graph Description: All about machine learning. Contribute to NvsYashwanth/machinelearningmaster development by creating an account on GitHub.

X Description: All about machine learning. Contribute to NvsYashwanth/machinelearningmaster development by creating an account on GitHub.

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nvsyashwanth.github.io/machinelearningmaster/	https://nvsyashwanth.github.io/machinelearningmaster/
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Check out the website here.	https://nvsyashwanth.github.io/machinelearningmaster/
	https://patch-diff.githubusercontent.com/NvsYashwanth/machinelearningmaster#welcome-to-machine-learning-mastercheck-out-the-website-herethis-site-hosts-explanations-of-machine-learning-concepts-with-just-enough-math-and-codeto-understand-the-concepts-better-various-machine-learning-deep-learning-projects-with-their-code--readme-files-can-be-found-in-the-projects-sectionlinks-to-various-learning-resources-can-be-found-as-wellmake-use-of-the-navigation-and--search-bar-to-guide-your-way-through-the-sitethis-is-an-ongoing-project-if-you-want-to-contribute-check-out-the-contribution-guidelines-regarding-the-same
	https://patch-diff.githubusercontent.com/NvsYashwanth/machinelearningmaster#contents
What is Machine Learning?	https://nvsyashwanth.github.io/machinelearningmaster/what-is-machine-learning/
Arthur Samuel	https://nvsyashwanth.github.io/machinelearningmaster/what-is-machine-learning/#arthur-samuel-1959
Tom Mitchell	https://nvsyashwanth.github.io/machinelearningmaster/what-is-machine-learning/#tom-mitchell1997
Types of Machine Learning	https://nvsyashwanth.github.io/machinelearningmaster/types-of-machine-learning/
Supervised Learning	https://nvsyashwanth.github.io/machinelearningmaster/types-of-machine-learning/#supervised-learning
Classification Problems	https://nvsyashwanth.github.io/machinelearningmaster/types-of-machine-learning/#classification-problems
Regression Problems	https://nvsyashwanth.github.io/machinelearningmaster/types-of-machine-learning/#regression-problems
Unsupervised Learning	https://nvsyashwanth.github.io/machinelearningmaster/types-of-machine-learning/#unsupervised-learning
Reinforcement Learning	https://nvsyashwanth.github.io/machinelearningmaster/types-of-machine-learning/#reinforcement-learning
Applications of Machine Learning	https://nvsyashwanth.github.io/machinelearningmaster/applications-of-machine-learning/
Machine Learning Life Cycle	https://nvsyashwanth.github.io/machinelearningmaster/machine-learning-life-cycle/
Bias-Variance	https://nvsyashwanth.github.io/machinelearningmaster/bias-variance/
Bias-Variance Tradeoff	https://nvsyashwanth.github.io/machinelearningmaster/bias-variance/#bias-variance-trade-off
Model Fitting	https://nvsyashwanth.github.io/machinelearningmaster/bias-variance/#model-fitting
Understanding Gradient Descent	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/
Cost Function	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#cost-function
Gradient Descent	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#gradient-descent
Learning Rate α	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#learning-rate-α
Normalization	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#normalization
The optimization procedure	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#the-optimization-procedure
Types of Gradient Descent	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#types-of-gradient-descent
Batch Gradient Descent	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#batch-gradient-descent
Stochastic Gradient Descent (SGD)	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#stochastic-gradient-descent-sgd
Mini-batch Gradient Descent	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#mini-batch-gradient-descent
Beyond the first-order optimization	https://nvsyashwanth.github.io/machinelearningmaster/understanding-gradient-descent/#beyond-first-order-optimization
Learning Curves	https://nvsyashwanth.github.io/machinelearningmaster/learning-curves/
Linear Regression	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/
What is Linear Regression?	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#what-is-linear-regression
Simple Linear Regression	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#simple-linear-regression
Multiple Linear Regression	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#multiple-linear-regression
Polynomial Linear Regression	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#polynomial-regression
Cost Function	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#cost-function
Training methods of linear regression models	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#training-methods-of-linear-regression-models
Normal Equation	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/
Pseduoinverse using SVD	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/
Gradient Descent	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/
A Polynomial Regression example	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression/#a-polynomial-regression-example
Regualrization Models	https://nvsyashwanth.github.io/machinelearningmaster/regularization_models/
Linear Regression Assumptions	https://nvsyashwanth.github.io/machinelearningmaster/linear-regression-assumptions/
Logistic Regression	https://nvsyashwanth.github.io/machinelearningmaster/logistic-regression/
	https://patch-diff.githubusercontent.com/NvsYashwanth/machinelearningmaster#more-content-coming-soon
	https://patch-diff.githubusercontent.com/NvsYashwanth/machinelearningmaster#projects
Machine Learning Projects	https://nvsyashwanth.github.io/machinelearningmaster/machine-learning-projects
Deep Learning Projects	https://nvsyashwanth.github.io/machinelearningmaster/deep-learning-projects
	https://patch-diff.githubusercontent.com/NvsYashwanth/machinelearningmaster#resources
Books	https://nvsyashwanth.github.io/machinelearningmaster/resources/#books
Topic Wise Links	https://nvsyashwanth.github.io/machinelearningmaster/resources/#topic-wise-links
Websites	https://nvsyashwanth.github.io/machinelearningmaster/resources/#websites
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How to contribute?	https://nvsyashwanth.github.io/machinelearningmaster/contribution-guidelines/#how-to-contribute
When to contribute?	https://nvsyashwanth.github.io/machinelearningmaster/contribution-guidelines/#when-to-contribute
nvsyashwanth.github.io/machinelearningmaster/	https://nvsyashwanth.github.io/machinelearningmaster/
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