devdivinepeace.hashnode.devMy Journey with Polynomial, SVR, and Decision Trees”Table of Contents Introduction What I Learned What I Built Challenges and Solutions Conclusion Introduction This week, I dove deeper into regression techniques and how they can uncover patterns in real-world data. Regression is a core method i...Jan 21·4 min read
devdivinepeace.hashnode.devAre Regression Models Fair Enough to Be Used in Real-World Decision Making?Table of Contents Introduction What I Learned What I Built Challenges and Solutions Conclusion Introduction This week, I learned about data preprocessing and regression, two essential steps in building effective machine learning and data analy...Dec 23, 2025·4 min read
devdivinepeace.hashnode.devWeb Scraping: My First Hands-On ExperienceTable of Contents Introduction What I Learned What I Built Challenges and Solutions Conclusion Introduction Today, I learned about web scraping, a method used to collect publicly available information from websites in an automated way. Many we...Dec 14, 2025·2 min read
devdivinepeace.hashnode.devTrade Flow Market Analysis: Exploring Nigeria’s Cocoa TradeTable of Contents Introduction What I learned What I Analyzed Key insights from the analysis. Conclusion Introduction This week I worked on an in-depth analysis of Nigeria’s cocoa and its preparation trade data in 2013 using the data gotten fr...Nov 30, 2025·2 min read
devdivinepeace.hashnode.devAn Empirical Analysis of the Relationship Between GDP Growth (annual %) and Total Population: Evidence from World Bank Data”Table of Contents Introduction What I learned What I Analyzed Challenges and solutions Conclusion Introduction This week I worked on getting data directly from a URL into a dataframe; in this case World Bank. Transforming and combining, cleani...Nov 13, 2025·4 min read