May 11Installing MongoDB and Angular and integrating them togetherOne of the biggest challenges when building database backed website applications is establishing a connection between the backend and the front-end. In most cases, the backend database is developed using a completely different technology than the one used to develop the front-end user interface. In one of my projects, I…Mongodb4 min read
Feb 22Operating Systems: Non-preemptive scheduling algorithmsAn operating system manages computer hardware and software resources and controls the flow of processes in the central processing unit through a process called scheduling. Essentially, an OS schedules processes to be executed in the CPU and allows for seamless execution of multiple programs. There are different ways an operating…Operating Systems2 min read
Jul 11, 2021K-Means ClusteringIntroduction K-means clustering is a simple unsupervised machine learning algorithm that aims to partition points in a dataset into clusters. Each cluster is defined by a mean (also called a centroid) and points are assigned to the cluster whose centroid is closest. The distance between a data point and all the…K Means Clustering5 min read
Jun 9, 2021K-Nearest Neighbors vs Naive Bayes Algorithms for Spam Detection in Emails.Introduction — A classifier is an algorithm that maps input data to a specific category. The classifier is trained to map data points to their respective class labels. Classifiers can be used in a variety of applications one of them being detecting spam emails. In this blog post, we will compare the…Data Science3 min read
Jun 2, 2021Have you ever wondered how powerful Pandas are?It was not until I created a Python data class in my Data Visualization and Analysis course for manipulating CSV files that I really marveled at the functionality of pandas. For those who are not familiar with pandas, it’s an open-source software library written for the Python programming language for…Pandas3 min read
