## Posts

### Acquisition functions in Bayesian Optimization

### Bayesian optimization for hyperparameter tuning

### Longest substring with non-repeating characters

### Decision Trees: Gini index vs entropy

### An introduction to Gaussian Processes

### Alternating direction method of multipliers and Robust PCA

### Principal Component Analysis limitations and how to overcome them

### Why is normal distribution so ubiquitous?

### A list of machine-learning questions for interviews

### The encoder-decoder model as a dimensionality reduction technique