Chike IbezimThreshold Dilemma in Machine Learning: Balancing Precision and Recall for Optimal Model PerformanceA major step when building an ML model is Evaluating your model to see that it performs or generalizes well, especially with new data. In…Dec 22, 2023Dec 22, 2023
Chike IbezimHypothesis Testing in Sports: A Soccer Case StudyEvery day, in almost every industry, we look for ways to measure performance by comparing more recent data to some form of historical dataJul 18, 20231Jul 18, 20231
Chike IbezimExploring the Relationship between GDP and Life Expectancy in 6 CountriesIn this rather short article, I’ll discuss how I analyzed data from the world health organization to try to explore the relationship…Jul 10, 2023Jul 10, 2023
Chike IbezimUnderstanding Binomial Hypothesis Tests Using Simulation in PythonAs we probably know, there are several methods of hypothesis testing in Data Science such as the one-t sample test and the binomial tests…Jun 24, 2023Jun 24, 2023
Chike IbezimUsing Contingency Tables to Find Associations Between Categorical Variables in PythonAs we may already know, exploratory data analysis mainly involves finding associations between variables in our dataset or simply exploring…Jun 7, 2023Jun 7, 2023
Chike IbezimJoining Data with Pandas — The Important ConceptsUsually, in the process of conducting data analysis, there might be scenarios when we might need to work with data from multiple sources…Apr 2, 2023Apr 2, 2023
Chike IbezimDeploying a NodeJs app on AWS Elastic Beanstalk using GitLab and DockerOver the years, Services like Heroku, Render, and Firebase have been my go-to cloud service to build and run my web apps.Feb 6, 20232Feb 6, 20232
Chike IbezimComparing Prisma and MongooseI’ve been using mongoose with MongoDB for most of my projects for over 4-years now because of its structure, and documentation, and also…Jan 8, 20234Jan 8, 20234
Chike IbezimDelving into the interesting world of Data Science!I’ve developed quite a number of software and web applications and interestingly this is my first post on medium; Wow! Some may ask why…Oct 13, 2018Oct 13, 2018