Common Causes of Software Failures and How Clear Requirements Can Help: A Sample Product…This post is brought to you by my enthusiasm for analyzing software systems. Have ideas you’d like to transform into a specification…Oct 30, 2024Oct 30, 2024
Published inWomen in TechnologyData Preprocessing Steps for Machine Learning in Python (Part 2)In the first part of this article, we covered the data preprocessing process, demonstrating how to collect data, clean data including…Oct 5, 20232Oct 5, 20232
Published inWomen in TechnologyData Preprocessing Steps for Machine Learning in Python (Part 1)Data Preprocessing, also recognized as Data Preparation or Data Cleaning, encompasses the practice of identifying and rectifying erroneous…Sep 30, 20234Sep 30, 20234
Evaluating Whether Implementing Matrix Multiplication (Dot Product) for Data Manipulation Affects…In the realm of data-driven insights and predictive modelling, the integrity and quality of data are paramount. Data manipulation can be…Sep 24, 20231Sep 24, 20231
Find the Best parameter for each model: A Sample Project of Predicting Steel's Optimal Temperature…I wrote another article focused on “Tuning Multiple ML Models using GridSearchCV”. To effectively compare the performance metric results…Sep 21, 2023Sep 21, 2023
Tuning Multiple ML Models using GridSearchCV: A Project of Predicting Steel’s Optimal Temperature…In the rapidly evolving field of machine learning, the quest for optimal model performance is unending. It’s crucial to understand that the…Sep 17, 2023Sep 17, 2023
Sentiment Analysis: Concept and Practical Use Case for Detecting Negative ReviewsLet’s take a moment to ponder the quirks of human communication. Have you ever thought about how a simple text can carry so many different…Sep 4, 20232Sep 4, 20232
