Srishti SawlaLearn Basic SQL for Data Science in 10 mins!Learning SQL for data science as a beginner can be broken down into five actionable steps22h ago22h ago
Srishti SawlaAre You Defining the Problem Right in Data Science?In data science, where algorithms and models often take center stage, it’s easy to overlook the foundation on which successful projects are…1d ago1d ago
Srishti SawlaEmbedded Methods for Feature Selection in Machine LearningFeature selection is a critical step in the machine learning pipeline, helping to enhance model performance, reduce overfitting, and…3d ago3d ago
Srishti SawlaWrapper Methods for Feature Selection in Machine LearningIn my previous post, we explored filter methods for feature selection, a simple and efficient approach to identify relevant features based…5d ago5d ago
Srishti SawlaIs your data NOT fair?In the world of data science and machine learning, data is the bedrock upon which models are built. However, the data we rely on isn’t…Aug 23Aug 23
Srishti SawlaFilter Methods for Feature Selection in Machine LearningIn the evolving world of machine learning, feature selection plays a crucial role in building efficient and effective models. The goal is…Aug 21Aug 21
Srishti SawlaScikit-Learn PipelinesIn Machine Learning, ensuring an optimized, repeatable, and easy-to-maintain workflow is important. Scikit-Learn’s pipelines provide a…Aug 20Aug 20
Srishti SawlaData Preparation Challenges: Solutions for ML ModelsAs a Seasoned Data Scientist, I’ve had my fair share of challenges when it comes to preparing data for machine learning models. I’ve…Mar 31, 2023Mar 31, 2023
Srishti SawlaShining Light on LiGBMAs a data scientist, data cleaning and feature engineering are often some of the most time-consuming and challenging parts of any…Mar 24, 2023Mar 24, 2023