Nirajan AcharyaDo you know how genetic algorithm works ?A genetic algorithm is a metaheuristic inspired by the process of natural selection. It involves the evolution of a population of…Jun 121Jun 121
Nirajan AcharyaWhich loss functions are (typically) best suited for specific ML algorithmsMachine learning algorithms serve as the cornerstone of artificial intelligence systems, enabling computers to learn from data and make…Apr 1Apr 1
Nirajan AcharyaDo you really think Hypertuning improve model’s accuracy ?In the world of machine learning, where models learn from data, the quest for accuracy is paramount. But what if there’s a hidden key that…Mar 21Mar 21
Nirajan AcharyaBalancing Act: A Guide to Undersampling for Improved Machine Learning PerformanceUnder-sampling is a technique used to address the issue of class imbalance in datasets. Class imbalance occurs when one class (the minority…Mar 6Mar 6
Nirajan AcharyaHow to Build Rock-Solid Machine Learning Models: Strategies for Stability and GeneralizationDiscover the keys to building machine learning models that stand the test of time. In this blog, we explore essential strategies for…Feb 17Feb 17
Nirajan AcharyaUnderstanding Precision, Recall, F1-score, and Support in Machine Learning EvaluationWhen it comes to evaluating the performance of machine learning models, accuracy is just the tip of the iceberg. In classification tasks…Feb 15Feb 15
Nirajan AcharyaUnderstanding Outlier Removal Using Interquartile Range (IQR)Outliers, those pesky data points that don’t seem to conform to the norm, can wreak havoc on statistical analyses and machine learning…Feb 13Feb 13
Nirajan AcharyainPython in Plain EnglishUnlocking the Power of SEO: A Transformational Fusion of AI and PythonIn the world of SEO, the fusion of ChatGPT and Python is creating quite the buzz. Whether you’re eagerly embracing the possibilities…Sep 29, 2023Sep 29, 2023
Nirajan AcharyaWhy Is It Called “Logistic Regression” and Not “Logistic Classification”?Logistic Regression, despite its name, is a widely used machine learning algorithm for binary classification tasks. The name can be…Sep 26, 20232Sep 26, 20232
Nirajan AcharyainPython in Plain EnglishThree-Dimensional Plotting Using MatplotlibTo generate a three-dimensional graph, you need to configure the projection parameter using the ‘3d’ keyword. It’s important to keep in…Sep 25, 2023Sep 25, 2023
