├── ML001 Lecture Notes ├── Linear Regression.pdf ├── Machine Learning Introduction.html ├── Polynomial Regression.pdf └── Stochastic Gradient Descent .ipynb ├── ML001 Other Materials └── Errata In ML001 Course.md ├── ML001 Problem Sets ├── Instructions for completing the Problem sets.md ├── Logistic Regression Programming Assignment (2).ipynb ├── Problem Set - 1.pdf ├── Problem Set - 10.pdf ├── Problem Set - 11.pdf ├── Problem Set - 2.pdf ├── Problem Set - 3.pdf ├── Problem Set - 4.pdf ├── Problem Set - 5.pdf ├── Problem Set - 6.pdf ├── Problem Set - 7.pdf ├── Problem Set - 9.pdf └── _Problem Set - 8.pdf ├── Notebooks Used in the course ├── Boston House Price Prediction Project │ ├── Boston House Price Prediction Project .ipynb │ ├── out.zip │ └── out │ │ └── out.csv ├── Heart Failure Prediction System │ ├── Heart Failure Prediction 📚.ipynb │ ├── dataset │ │ └── archive │ │ │ └── heart_failure_clinical_records_dataset.csv │ └── model.pkl ├── Spam Detector System │ ├── Spam Detector System.ipynb │ └── smsspamcollection │ │ ├── SMSSpamCollection │ │ └── readme └── Stock Price Predictor │ ├── Stock Price Predictor .ipynb │ ├── app.py │ ├── model.pkl │ └── templates │ └── index.html └── README.md /ML001 Lecture Notes/Linear Regression.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Lecture Notes/Linear Regression.pdf -------------------------------------------------------------------------------- /ML001 Lecture Notes/Machine Learning Introduction.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Lecture Notes/Machine Learning Introduction.html -------------------------------------------------------------------------------- /ML001 Lecture Notes/Polynomial Regression.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Lecture Notes/Polynomial Regression.pdf -------------------------------------------------------------------------------- /ML001 Lecture Notes/Stochastic Gradient Descent .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Lecture Notes/Stochastic Gradient Descent .ipynb -------------------------------------------------------------------------------- /ML001 Other Materials/Errata In ML001 Course.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Other Materials/Errata In ML001 Course.md -------------------------------------------------------------------------------- /ML001 Problem Sets/Instructions for completing the Problem sets.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Instructions for completing the Problem sets.md -------------------------------------------------------------------------------- /ML001 Problem Sets/Logistic Regression Programming Assignment (2).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Logistic Regression Programming Assignment (2).ipynb -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 1.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 1.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 10.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 10.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 11.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 11.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 2.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 2.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 3.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 3.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 4.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 4.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 5.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 5.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 6.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 6.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 7.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 7.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/Problem Set - 9.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/Problem Set - 9.pdf -------------------------------------------------------------------------------- /ML001 Problem Sets/_Problem Set - 8.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/ML001 Problem Sets/_Problem Set - 8.pdf -------------------------------------------------------------------------------- /Notebooks Used in the course/Boston House Price Prediction Project/Boston House Price Prediction Project .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Boston House Price Prediction Project/Boston House Price Prediction Project .ipynb -------------------------------------------------------------------------------- /Notebooks Used in the course/Boston House Price Prediction Project/out.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Boston House Price Prediction Project/out.zip -------------------------------------------------------------------------------- /Notebooks Used in the course/Boston House Price Prediction Project/out/out.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Boston House Price Prediction Project/out/out.csv -------------------------------------------------------------------------------- /Notebooks Used in the course/Heart Failure Prediction System/Heart Failure Prediction 📚.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Heart Failure Prediction System/Heart Failure Prediction 📚.ipynb -------------------------------------------------------------------------------- /Notebooks Used in the course/Heart Failure Prediction System/dataset/archive/heart_failure_clinical_records_dataset.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Heart Failure Prediction System/dataset/archive/heart_failure_clinical_records_dataset.csv -------------------------------------------------------------------------------- /Notebooks Used in the course/Heart Failure Prediction System/model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Heart Failure Prediction System/model.pkl -------------------------------------------------------------------------------- /Notebooks Used in the course/Spam Detector System/Spam Detector System.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Spam Detector System/Spam Detector System.ipynb -------------------------------------------------------------------------------- /Notebooks Used in the course/Spam Detector System/smsspamcollection/SMSSpamCollection: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Spam Detector System/smsspamcollection/SMSSpamCollection -------------------------------------------------------------------------------- /Notebooks Used in the course/Spam Detector System/smsspamcollection/readme: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Spam Detector System/smsspamcollection/readme -------------------------------------------------------------------------------- /Notebooks Used in the course/Stock Price Predictor/Stock Price Predictor .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Stock Price Predictor/Stock Price Predictor .ipynb -------------------------------------------------------------------------------- /Notebooks Used in the course/Stock Price Predictor/app.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Stock Price Predictor/app.py -------------------------------------------------------------------------------- /Notebooks Used in the course/Stock Price Predictor/model.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Stock Price Predictor/model.pkl -------------------------------------------------------------------------------- /Notebooks Used in the course/Stock Price Predictor/templates/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/Notebooks Used in the course/Stock Price Predictor/templates/index.html -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ayush714/ML001-Project-Sources-Code-and-Learning-Materials/HEAD/README.md --------------------------------------------------------------------------------