## Machine Learning

### Reference Jupyter Notebooks

### ML Articles

- What is Boosting in Ensemble Learning
- What is Bagging in Ensemble Learning
- A complete guide to Principal Component Analysis – PCA in Machine Learning
- Step by step approach to Principal Component Analysis Using Python
- A Complete guide to k-nearest-neighbors algorithm KNN-using-python
- Basic-Statistics-For-Data-Science
- Measures of Variability and Spread: Variance and Standard Deviation
- Conditional Probability for Data Science and its visualization using Probability tree
- Importance of Bayes’ Theorem in Data Science and Machine Learning
- What is Linear Regression? Part: 1
- What is Linear Regression? Part: 2
- What is Logistic Regression
- Co-variance and Correlation
- What is the Coefficient of Determination | R Square
- Feature Selection Techniques in Regression Model
- What is “stepAIC” in R?
- What is Multicollinearity in R?