I decided to create this repository which will contain everything that relates to Data Science and Machine learning. As things grow and I learn more techniques as my knowledge grows this repository will also grow.
I'm planning to cover as many stuff I can find online related to machine learning and data mining techniques including:
- Deep Learning / Neural Networks (MLP's, CNN's, RNN's)
- Regression analysis
- K-Means Clustering
- Principal Component Analysis
- Train/Test and cross validation
- Bayesian Methods
- Decision Trees and Random Forests
- Multivariate Regression
- Multi-Level Models
- Support Vector Machines