After looking for a job for months, I finally got my first job. It wasn’t what I expected. Even though I’d been learning on my own for a while, I never thought I’d start as a trainer. But that’s exactly what happened. I had the chance to lead my first training session on using R […]
My First Training: Helping One Person Learn R and Power BI Read More »
Back in 2018, my coding journey started. After over 5 years of coding, I believe I can provide my point of view. At first, it was delightful. I marveled at the results that R could produce. Mind you, this was the first time that I had written code! Typing a command and getting results was
Over 5 Years of Coding: The Harsh Truth No One Tells You Read More »
Around May 2023, I shifted from using Windows as my primary operating system to using Linux. What was the journey? Was it hard? Do I regret the two years with Linux? Well, this article has the answers for you. My Linux Journey? 2023 was not the first time that I started using Linux. I had
Linux and Me: A Story of Curiosity, Challenge, and Commitment Read More »
I started learning Python back in 2018. This was after I had learned enough of R to the extent that I believed I was a pro. It was time for a new challenge, so I thought. After all, what else can stop me if I had mastered R? Python was on a new level, trust
Don’t start learning Python without going through this! Read More »
Introduction This is a project that I did as part of the Udacity scholarship and it entails using SageMaker for a complete project. AWS SageMaker provides a powerful environment for building, training, and deploying machine learning (ML) models at scale. This project demonstrates an end-to-end ML pipeline using AWS SageMaker, AWS Lambda, and AWS Step
End-to-End Machine Learning Workflow in AWS SageMaker Read More »
Introduction Chatbots powered by large language models (LLMs) have transformed the way users interact with digital applications. By integrating LangChain, OpenAI’s GPT model, and Streamlit, developers can build an intelligent chatbot capable of retrieving information from PDF documents. This article explores how to set up and deploy such a chatbot using vector embeddings and similarity-based
Building a LangChain Chatbot with Streamlit Read More »
Introduction In the era of big data, web scraping has become an essential skill for extracting valuable information from online sources. This article demonstrates a Python-based approach to web scraping using BeautifulSoup, data storage using SQLite, and data analysis using Pandas. The example focuses on extracting the top 50 highly ranked films from a webpage
Web Scraping and Storing Movie Rankings in SQLite Using Python Read More »
Introduction Data analysis plays a crucial role in understanding economic and social trends across countries. This project utilizes R programming to analyze key global indicators such as Gross Domestic Product (GDP), unemployment rates, life expectancy, and the Global Reporting Initiative (GRI) scores. Using spatial visualizations, regression models, and correlation analysis, we investigate the relationships between
Spatial Analysis of Global Economic and Social Indicators Using R Read More »
Project Overview The project involves creating a server that responds to client queries by searching through a text file. This system ensures efficient query handling and rapid response times, making it useful for applications requiring fast text searches. Installation Dependencies To install the necessary dependencies, use the following command: This ensures that all required Python
Server Query Project: A Comprehensive Overview Read More »
Introduction Bike-sharing systems have gained popularity in urban areas, necessitating accurate demand forecasting models. This project explores the use of AutoGluon to predict bike-sharing demand by leveraging automated machine learning (AutoML) techniques. The goal was to refine predictions through exploratory data analysis (EDA), feature engineering, and hyperparameter tuning. Initial Training Upon submitting initial predictions, it
Predicting Bike Sharing Demand with AutoGluon Read More »
