Mubariz Khan2.3.3 From Least Squares to Nearest Neighbors: Bridging Linear Predictions and Local ApproximationsIn the exploration of supervised learning, we encounter a spectrum of methodologies, each with its distinct perspective on prediction. At…3 min read·Apr 8, 2024----
Mubariz Khan2.3.2 Exploring the Depth of Nearest-Neighbor Methods in Statistical LearningIn statistical learning, one of the paramount tasks is to construct predictive models that accurately reflect underlying patterns and…4 min read·Apr 8, 2024----
Mubariz KhanThe Transformer Architecture: A Closer LookThe Transformer architecture, depicted in the uploaded image, is a marvel of modern machine learning that has revolutionized how we…3 min read·Apr 8, 2024----
Mubariz KhanEmbracing the Future: Building a Simple Recommender System with PythonIn the era of information overload, recommender systems have emerged as essential tools for filtering out the noise, providing users with…3 min read·Mar 29, 2024--3--3
Mubariz KhanNavigating the Complexities of Time Series Forecasting in Data ScienceUnderstanding Time Series Data2 min read·Mar 25, 2024--1--1
Mubariz KhanCode Optimization Techniques for Efficient ProgrammingIn the world of software development, code optimization is a fundamental aspect that can significantly improve the performance and…3 min read·Mar 15, 2024--1--1
Mubariz KhanImplementing Machine Learning Model Deployment with FastAPI, Docker, and AWSIntroduction3 min read·Mar 15, 2024--1--1
Mubariz KhanLeveraging Docker for Efficient Development EnvironmentsDocker has revolutionized the way developers build, share, and run applications by enabling them to package an application with all of its…3 min read·Mar 13, 2024----
Mubariz KhanUnlocking the Power of Machine Learning: A Guide to Predictive AnalyticsIn the ever-evolving field of data science, predictive analytics stands out as a transformative technology that empowers organizations to…3 min read·Feb 19, 2024----
Mubariz KhanBuilding an Interactive Dashboard with Plotly Dash in PythonIn the realm of data science, the ability to visualize and interact with data in real time can provide invaluable insights. Plotly Dash, a…2 min read·Feb 18, 2024----
