I use this blog as my personal learning notes but at the same time as a way to distribute information to everyone interested in learning.
I'm a student pursuing under-graduate in Electronics Engineering from Veermata Jijabai Technological Institute (VJTI), Mumbai, India. I recently completed my LFX Mentorship Program where I was working on an open-source project - Kyverno. In this arti...
Need for Services Each pod gets its own IP address. However, pods in Kubernetes are ephemeral; meaning they are created and destroyed very quickly to match the state of the cluster. When a pod dies, a new pod is created in its place. Every time a new...
What is SVM? Support Vector Machine is a supervised machine learning algorithm. It is mostly used for classification problems. The objective of SVM algorithm is to find a hyperplane (more about it later in the article) that will distinctly classify t...
Problem with Decision Tree Decision Trees are highly sensitive to training dataset. A small change in the training dataset might completely change the decision tree. So, a decision tree will work extremely well on training dataset but perform poorly ...
Introduction Decision Tree is a binary tree like data structure which recursively splits the dataset until we are left with pure leaf nodes. The internal nodes represent the conditions and the leaf nodes represent the decision based on the conditions...
Introduction Logistic Regression is a classification model where the output is discrete values like predicting whether a mail is spam or not, handwritten digit classifier, etc. Problem with Linear Regression as a classification model Suppose we have ...
Introduction Linear Regression is a supervised machine learning model used to predict a quantity (continuous values) such as price of a stock, car prices, temperature of a place, etc. The model tries to find the best fit linear relationship between t...
Graph Theory A graph is a non-linear data structure consisting of nodes (also called as vertices) and edges to connect those nodes. Graphs are used to solve many real world problems and so it is a very important data structure. There are a lot of maj...
In my previous article I explained what Kubernetes is and it's various components. In this article I will try to explain it's Architecture in as simple words as I can. So to summarize my previous article, Kubernetes is a container orchestration plat...
