Aman SharmainTowards Data ScienceAPI 101: Backdoor to BackendA Quick Dive Into The World of APIs, And How APIs Drive Applications11 min read·Jan 23, 2023--1--1
Aman SharmainTowards Data ScienceThe Hitchhiker’s Guide to Optimization in Machine Learning10 min read·Jun 5, 2021----
Aman SharmainTowards Data ScienceML from Scratch: K-Nearest Neighbors ClassifierA Complete Guide to the KNN Classification Algorithm, where We Will See How to Implement a KNN-Based Machine Learning Model from Scratch…15 min read·Sep 13, 2020----
Aman SharmainTowards Data ScienceML from Scratch-Multinomial Logistic RegressionYour Complete Guide to Multinomial Logistic Regression, a.k.a. Softmax Regression9 min read·Jun 15, 2020--3--3
Aman SharmainTowards Data SciencePolynomial Regression Using PyTorch (From Scratch)When it comes to predictive analysis, regression models prove out to be one of the most cost-efficient methods. While the linear…8 min read·Jun 2, 2020----
Aman SharmainTowards Data ScienceLinear Regression Model with NumPyIn this project, we will see how to create a machine learning model that uses Multiple Linear Regression algorithm.11 min read·May 27, 2020--1--1