Amit YadavHow to Choose the Right Machine Learning AlgorithmThe Challenge of Algorithm Selection for Advanced Projects Let’s face it: choosing the right machine learning algorithm isn’t as simple as…1d ago1d ago
Amit YadavHuman-in-the-Loop Systems in Machine LearningIn this guide, we’re diving into Human-in-the-Loop (HITL) systems and how they enhance machine learning workflows. As experienced data…1d ago1d ago
Amit YadavBuilding a Convolutional Neural Network using PyTorchLet’s kick things off by getting straight to the point: this guide is designed specifically for you, the experienced data scientist who…1d ago1d ago
Amit YadavBuilding a Simple Neural Network using TensorFlowLet’s dive straight into why this guide is designed for you, an experienced data scientist, ready to move beyond basic TensorFlow…1d ago1d ago
Amit YadavSilhouette ScoreIn the world of clustering, you’re constantly balancing two goals: grouping similar data points together while ensuring that different…1d ago1d ago
Amit YadavSeasonal DecompositionLet’s start with a critical question: why should you bother decomposing a time series at all? You might already have a high-performing…1d ago1d ago
Amit YadavPrior DistributionYou’ve probably heard the saying, “What you know is just as important as what you don’t.” In Bayesian statistics, this is exactly the idea…2d ago2d ago
Amit YadavPosterior DistributionWhen you think about how we learn, it’s not just about soaking in new information but also about updating our previous beliefs. Bayesian…2d ago2d ago
Amit YadavHierarchical Dirichlet ProcessIntroduction to Hierarchical Dirichlet Process (HDP)2d ago2d ago
