These are some of the resources I found or stumbled upon on the internet throughout my life; most of the things here I personally found to be valuable and/or funny. I try to only add free web content here, so that you only need a web browser to access, no bs required. Enjoy! Hope you like it.

Interpretable Machine Learning - Christoph Molnar

Ever wonder which parameters, among thoundsands if not millions of parameters, have influence on your machine learning or deep learning models, and what do they stand for, what do they represent? Then this book is for you.

Have you ever studied or worked with databases and come across abbreviations such as ACID, BASE, CAP and wondered what these words mean? I have and this post is the result of my research on this topic.

CAP is a type of headwear?

CAP stands for Consistency, Availability, Partition-tolerance first introduced by Eric Brewer in a talk in the year 2000. Brewer said that in a distributed system, in the event of a partition (of the network, or communication between nodes in the system), the said system can only choose between consistency or availability not both. What are these properties, and why can we not choose both?

While working with backend systems, there is a common pattern when handling incoming data. We usually have a server waiting to receive data from a message broker or an API. When the data arrives, we process the data based on the business contract and then insert or update that data into the database before also transmitting the data to the next server via a message broker or an API. This data processing pattern is called a dual write, sometimes also called multi-write or sync-write.