From 80e3c2b77d792466c64b7feec7bac920b25a8752 Mon Sep 17 00:00:00 2001 From: Ritvik Date: Sun, 26 Mar 2023 15:35:52 +0530 Subject: [PATCH] Fixed broken links in README.md --- README.md | 80 +++++++++++++++++++++++++++---------------------------- 1 file changed, 40 insertions(+), 40 deletions(-) diff --git a/README.md b/README.md index d1f14c9..424b7d5 100644 --- a/README.md +++ b/README.md @@ -8,50 +8,50 @@ Contains Solutions and Notes for the [Machine Learning Specialization](https://w ## Course 1 : [Supervised Machine Learning: Regression and Classification ](https://www.coursera.org/learn/machine-learning?specialization=machine-learning-introduction) -- [Week 1](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/) +- [Week 1](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1) - - [Practice quiz: Regression](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Practice%20quiz%3A%20Regression/) - - [Practice quiz: Supervised vs unsupervised learning](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Practice%20quiz%3A%20Supervised%20vs%20unsupervised%20learning/) - - [Practice quiz: Train the model with gradient descent](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Practice%20quiz%3A%20Train%20the%20model%20with%20gradient%20descent/) - - [Optional Labs](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Optional%20Labs) - - [Model Representation](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab03_Model_Representation_Soln.ipynb) - - [Cost Function](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab04_Cost_function_Soln.ipynb) - - [Gradient Descent](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab05_Gradient_Descent_Soln.ipynb) + - [Practice quiz: Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Practice%20quiz%20-%20Regression) + - [Practice quiz: Supervised vs unsupervised learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Practice%20quiz%20-%20Supervised%20vs%20unsupervised%20learning) + - [Practice quiz: Train the model with gradient descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Practice%20quiz%20-%20Train%20the%20model%20with%20gradient%20descent) + - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs) + - [Model Representation](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab03_Model_Representation_Soln.ipynb) + - [Cost Function](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab04_Cost_function_Soln.ipynb) + - [Gradient Descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week1/Optional%20Labs/C1_W1_Lab05_Gradient_Descent_Soln.ipynb)
-- [Week 2](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/) +- [Week 2](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2) - - [Practice quiz: Gradient descent in practice](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Practice%20quiz%3A%20Gradient%20descent%20in%20practice/) - - [Practice quiz: Multiple linear regression](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Practice%20quiz%3A%20Multiple%20linear%20regression/) - - [Optional Labs](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/) - - [Numpy Vectorization](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab01_Python_Numpy_Vectorization_Soln.ipynb) - - [Multi Variate Regression](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab02_Multiple_Variable_Soln.ipynb) - - [Feature Scaling](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab03_Feature_Scaling_and_Learning_Rate_Soln.ipynb) - - [Feature Engineering](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab04_FeatEng_PolyReg_Soln.ipynb) + - [Practice quiz: Gradient descent in practice](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Practice%20quiz%20-%20Gradient%20descent%20in%20practice) + - [Practice quiz: Multiple linear regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Practice%20quiz%20-%20Multiple%20linear%20regression) + - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs) + - [Numpy Vectorization](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab01_Python_Numpy_Vectorization_Soln.ipynb) + - [Multi Variate Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab02_Multiple_Variable_Soln.ipynb) + - [Feature Scaling](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab03_Feature_Scaling_and_Learning_Rate_Soln.ipynb) + - [Feature Engineering](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab04_FeatEng_PolyReg_Soln.ipynb) - [Sklearn Gradient Descent](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab05_Sklearn_GD_Soln.ipynb) - - [Sklearn Normal Method](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab06_Sklearn_Normal_Soln.ipynb) - - [Programming Assignment](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/C1W2A1/) - - [Linear Regression](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week2/C1W2A1/C1_W2_Linear_Regression.ipynb) + - [Sklearn Normal Method](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/Optional%20Labs/C1_W2_Lab05_Sklearn_GD_Soln.ipynb) + - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/C1W2A1) + - [Linear Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week2/C1W2A1/C1_W2_Linear_Regression.ipynb)
-- [Week 3](/C1%20-%20Supervised%20Machine%20Learning%3A%20Regression%20and%20Classification/week3/) +- [Week 3](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3) - - [Practice quiz: Cost function for logistic regression](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Practice%20quiz:%20Cost%20function%20for%20logistic%20regression/) - - [Practice quiz: Gradient descent for logistic regression](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Practice%20quiz:%20Gradient%20descent%20for%20logistic%20regression/) - - [Optional Labs](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/) - - [Classification](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab01_Classification_Soln.ipynb) - - [Sigmoid Function](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab02_Sigmoid_function_Soln.ipynb) - - [Decision Boundary](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab03_Decision_Boundary_Soln.ipynb) - - [Logistic Loss](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab04_LogisticLoss_Soln.ipynb) + - [Practice quiz: Cost function for logistic regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Practice%20quiz%20-%20Cost%20function%20for%20logistic%20regression) + - [Practice quiz: Gradient descent for logistic regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Practice%20quiz%20-%20Gradient%20descent%20for%20logistic%20regression) + - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs) + - [Classification](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab01_Classification_Soln.ipynb) + - [Sigmoid Function](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab02_Sigmoid_function_Soln.ipynb) + - [Decision Boundary](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab03_Decision_Boundary_Soln.ipynb) + - [Logistic Loss](v) - [Cost Function](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab05_Cost_Function_Soln.ipynb) - - [Gradient Descent](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab06_Gradient_Descent_Soln.ipynb) - - [Scikit Learn - Logistic Regression](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab07_Scikit_Learn_Soln.ipynb) - - [Overfitting](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab08_Overfitting_Soln.ipynb) - - [Regularization](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab09_Regularization_Soln.ipynb) - - [Programming Assignment](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/C1W3A1/) - - [Logistic Regression](/C1%20-%20Supervised%20Machine%20Learning:%20Regression%20and%20Classification/week3/C1W3A1/C1_W3_Logistic_Regression.ipynb) + - [Gradient Descent](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab06_Gradient_Descent_Soln.ipynb) + - [Scikit Learn - Logistic Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab07_Scikit_Learn_Soln.ipynb) + - [Overfitting](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab08_Overfitting_Soln.ipynb) + - [Regularization](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/Optional%20Labs/C1_W3_Lab09_Regularization_Soln.ipynb) + - [Programming Assignment](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/C1W3A1) + - [Logistic Regression](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/main/C1%20-%20Supervised%20Machine%20Learning%20-%20Regression%20and%20Classification/week3/C1W3A1/C1_W3_Logistic_Regression.ipynb) #### [Certificate Of Completion](https://coursera.org/share/195768f3c1a83e42298d3f61dae99d01) @@ -59,10 +59,10 @@ Contains Solutions and Notes for the [Machine Learning Specialization](https://w ## Course 2 : [Advanced Learning Algorithms](https://www.coursera.org/learn/advanced-learning-algorithms?specialization=machine-learning-introduction) -- [Week 1](/C2%20-%20Advanced%20Learning%20Algorithms/week1) - - [Practice quiz: Neural networks intuition](/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz:%20Neural%20networks%20intuition) - - [Practice quiz: Neural network model](/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz:%20Neural%20network%20model) - - [Practice quiz: TensorFlow implementation](/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz:%20TensorFlow%20implementation) +- [Week 1](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1) + - [Practice quiz: Neural networks intuition](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz%20-%20Neural%20networks%20intuition) + - [Practice quiz: Neural network model](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz%20-%20Neural%20network%20model) + - [Practice quiz: TensorFlow implementation](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice%20quiz%20-%20TensorFlow%20implementation) - [Practice quiz : Neural Networks Implementation in Numpy](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/e5d6103f4bdf732390bd85aeb453002f276d8bf3/C2%20-%20Advanced%20Learning%20Algorithms/week1/Practice-Quiz-Neural-Networks-Implementation-in-python) - [Optional Labs](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/794f84af434b89b90af8d21b25727661f71148d6/C2%20-%20Advanced%20Learning%20Algorithms/week1/optional-labs) - [Neurons and Layers](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/794f84af434b89b90af8d21b25727661f71148d6/C2%20-%20Advanced%20Learning%20Algorithms/week1/optional-labs/C2_W1_Lab01_Neurons_and_Layers.ipynb) @@ -74,7 +74,7 @@ Contains Solutions and Notes for the [Machine Learning Specialization](https://w
-- [Week 2](/C2%20-%20Advanced%20Learning%20Algorithms/week2) +- [Week 2](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week2) - [Practice quiz : Neural Networks Training](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/7e5505d650d56554edde4abebc51a2c7c7fb81fb/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-Quiz-Neural-Network-Training) - [Practice quiz : Activation Functions](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/f2b84223545cc7c0062903cf4eac5c6fda53dc20/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-Quiz-Activation-Functions) - [Practice quiz : Multiclass Classification](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/80c14a835b066568b075410bb2e5e1220b4c3653/C2%20-%20Advanced%20Learning%20Algorithms/week2/Practice-quiz-Multiclass-Classification) @@ -89,7 +89,7 @@ Contains Solutions and Notes for the [Machine Learning Specialization](https://w
-- [Week 3](/C2%20-%20Advanced%20Learning%20Algorithms/week3) +- [Week 3](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week3) - [Practice quiz : Advice for Applying Machine Learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/614fe817ac9b5fba6718512ba8c8a36b856a1cab/C2%20-%20Advanced%20Learning%20Algorithms/week3/Practice-Quiz-Advice-for-applying-machine-learning) - [Practice quiz : Bias and Variance](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/7a8ce331775aa5c6ad3e9784744650fc77958b89/C2%20-%20Advanced%20Learning%20Algorithms/week3/practice-quiz-bias-and-variance) - [Practice quiz : Machine Learning Development Process](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/7a8ce331775aa5c6ad3e9784744650fc77958b89/C2%20-%20Advanced%20Learning%20Algorithms/week3/practice-quiz-machine-learning-development-process) @@ -99,7 +99,7 @@ Contains Solutions and Notes for the [Machine Learning Specialization](https://w
-- [Week 4](/C2%20-%20Advanced%20Learning%20Algorithms/week4) +- [Week 4](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/tree/main/C2%20-%20Advanced%20Learning%20Algorithms/week4) - [Practice quiz : Decision Trees](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/9d6b795c6a43d44b2c498df8ad3225f8c8849728/C2%20-%20Advanced%20Learning%20Algorithms/week4/practice-quiz-decision-trees) - [Practice quiz : Decision Trees Learning](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/9d6b795c6a43d44b2c498df8ad3225f8c8849728/C2%20-%20Advanced%20Learning%20Algorithms/week4/practice-quiz-decision-tree-learning) - [Practice quiz : Decision Trees Ensembles](https://github.com/greyhatguy007/Machine-Learning-Specialization-Coursera/blob/9d6b795c6a43d44b2c498df8ad3225f8c8849728/C2%20-%20Advanced%20Learning%20Algorithms/week4/practice-quiz-tree-ensembles)