Ampatishan SivalingamIntuition behind Linear regressionHow does the simple machine learning algorithm works?4 min read·Jan 28, 2022----
Ampatishan SivalingaminTowards AIConditional IndependenceThe independence that can be realized in the real world3 min read·Jan 22, 2022----
Ampatishan SivalingaminTowards AIWhat is inductive bias?Is making assumptions good for a training model?3 min read·Jan 20, 2022----
Ampatishan SivalingaminTowards Data ScienceWhy do we need LSTMAn in depth analysis of the vanishing gradient problem and how LSTM solves it.6 min read·Jul 28, 2020----
Ampatishan SivalingaminArtificial Intelligence in Plain EnglishModel evaluation metricsIn this article I will cover the following facts4 min read·May 20, 2020----
Ampatishan SivalingamAccuracy, precision and recallIn this article I will cover the following facts4 min read·May 19, 2020----
Ampatishan SivalingamWhat is Statistical learning?“ Statistical learning theory is a framework for machine learning drawing from the fields of statistics and functional analysis…2 min read·Dec 12, 2019----
Ampatishan SivalingaminThe StartupWhat is machine learning ?Machine learning is an art where the machines are programmed to learn from data themselves. In a more descriptive way:5 min read·Nov 24, 2019----
Ampatishan SivalingaminArimacDialog-flow, the easy chatbot creation platform.I have started my internship as a trainee for AI development, so the task that I have been given today was to implement a simple chatbot…3 min read·Dec 7, 2018----