Bias is the difference between actual value and the predicted value that a model predicts. In machine learning, data is fed to the machine learning model, the model finds the patterns from data and learns from data.
Imbalance dataset is such a type of dataset that has an unequal distribution of data among the classes of classification of datasets. Most machine learning algorithms work well with balanced datasets.
K-Nearest Neighbor(KNN) algorithm is a supervised machine learning algorithm that is used for classification and regression analysis.
k-means clustering is an easy yet powerful algorithm in machine learning that is used for clustering the data in different clusters. It is centroid based clustering in machine learning.
Python provides several frameworks for developing Graphical User Interface(GUI). Tkinter is one of the easy and simple method of developing GUI in python.
Pytube is one of the great open source project in python which can be used to download Youtube videos directly with few lines of codes that provides robust features. Pytube is the lightweight library that is written completely in Python.