Avijit BhattacharjeeNavigating the Data Landscape: A Deep Dive into Vector DatabasesIntroduction: In the ever-evolving realm of data management, the demand for efficient and scalable solutions continues to grow. One such…Nov 26, 2023Nov 26, 2023
Avijit BhattacharjeeEmbracing Model Schema Enforcement and Signatures with MLflowIn the dynamic realm of machine learning, where models evolve and datasets change, ensuring consistency and compatibility becomes…Oct 29, 2023Oct 29, 2023
Avijit BhattacharjeeExplaining Linear Regression Model || Boston Housing Price PredictionThis blog demonstrates the application of linear regression to predict housing prices in Boston using the famous Boston Housing dataset…Oct 28, 2023Oct 28, 2023
Avijit BhattacharjeeUnveiling The Secrets: Mastering XGBoost interview questions with answersAre you gearing up for an interview that delves into the fascinating world of XGBoost? Whether you’re a seasoned data scientist or a…Oct 20, 2023Oct 20, 2023
Avijit BhattacharjeeA Comprehensive Exploration of Classification Metrics: Formal Definitions, Mathematical Formulas…IntroductionSep 30, 2023Sep 30, 2023
Avijit BhattacharjeeImplementing K-Means Clustering from Scratch in PythonK-Means is a widely used clustering algorithm that helps organize data points into groups or clusters based on their similarity. It’s a…Sep 24, 2023Sep 24, 2023
Avijit BhattacharjeeImplementing the k-Nearest Neighbors (KNN) Algorithm from Scratch in PythonK-Nearest Neighbors, or KNN, is a versatile and simple machine learning algorithm used for classification and regression tasks. It’s a…Sep 24, 2023Sep 24, 2023
Avijit BhattacharjeeImplementing K-Fold Cross-Validation from Scratch in PythonCross-validation is an essential technique in machine learning for assessing the performance of your models. K-Fold Cross-Validation is a…Sep 24, 20232Sep 24, 20232
Avijit BhattacharjeeInstance Methods, Static Methods, and Class Methods in Python: A Comprehensive GuideObject-Oriented Programming (OOP) is a fundamental concept in Python, and understanding different types of methods is crucial for designing…Sep 22, 2023Sep 22, 2023
Avijit BhattacharjeeParameter vs. Hyperparameter in Machine Learning: Understanding the Key DifferencesIntroductionSep 15, 2023Sep 15, 2023
