We know already the 4 different types of Machine Learning; Supervised ML Unsupervised ML Semi-Supervised ML Reinforcement Learning Dependant vs Independant When we want to predict something, we use certain pieces of information called "independ...
History of ML
An Outline for Machine Learning
Definition A box plot, also known as a box and whisker plot, is a statistical graph used to represent the distribution of a dataset. It is called a box plot because the graph consists of a box that represents the middle 50% of the data and "whiskers"...
Definition A Z-score measures how far away a data point is from the average (also called the mean) of a group of data points, in units of standard deviation. Standard deviation is a way of measuring how spread out the data points are. For example, im...
In this, we will understand everything about encoding what I explained before but through Python coding: One Hot Encoding One hot encoding is a popular technique for converting categorical variables into a format that can be used for machine learning...