Sindhu SeelamHow To Improve Your Model’s Performance Using Cross-Validation TechniquesMachine Learning models often fail to generalize well on data it has not been trained on. Hence, there is always a need to validate the…6 min read·May 26, 2021----
Sindhu SeelaminGeek CultureMachine Learning Fundamentals: Cosine Similarity and Cosine DistanceCosine similarity is a metric that measures the cosine of the angle between two vectors projected in a multi-dimensional space.2 min read·May 25, 2021--3--3
Sindhu SeelamMachine Learning Basics: K-Nearest Neighbours Python ImplementationThe k-nearest neighbours (KNN) algorithm is a simple, easy-to-implement yet powerful supervised machine learning algorithm that can be used…4 min read·May 25, 2021----
Sindhu SeelamFundamentals of Deep Learning — Activation Functions and When to Use Them?7 min read·May 21, 2021----
Sindhu SeelaminGeek CultureLinear Regression From Scratch in Python WITHOUT Scikit-learnIn this tutorial, I’ll go over a brief introduction to one of the most commonly used machine learning algorithms, Linear Regression, and…7 min read·May 18, 2021--2--2
Sindhu SeelaminGeek CultureWhat Is Data Sampling and Statistical Techniques for Effective Sampling in Machine LearningData is the currency of the applied AI landscape. So it is of utmost importance that we make the best of data available and utilize it to…4 min read·May 14, 2021----