## Pattern Recognition and Machine Learning Book

The book is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics.

## Logistic Regression In ML

Logistic Regression as a method of classification problem.Logistic regression will allow us to solve Classification Problem where we will be working with Discrete Categories.

## Model Evaluation and Bias-Variance Trade-Off In Machine Learning

We should spent our time on Model Evaluation and Bias-Variance Trade-Off to bring the best model which do not underfit or overfit the data.