This project was coded in Python 3.6
- numpy
- matplotlib
- scipy
- scikit-learn
- scikit-image
- nltk
The fastest and easiest way to install all these dependencies at once is to use Anaconda.
- Linear Regression
- Linear Regression with multiple variables
- Logistic Regression
- Logistic Regression with Regularization
- Multiclass Classification
- Neural Networks Prediction fuction
- Neural Networks Learning
- Regularized Linear Regression
- Bias vs. Variance
- Support Vector Machines
- Spam email Classifier
- K-means Clustering
- Principal Component Analysis
- Anomaly Detection
- Recommender Systems