Machine Learning/ Math Explainers

Precision, Recall and F1 Score

Intuition behind Precision,Recall,F1 Score, Harmonic Mean for beginners

Secretary Problem. Strategy to select the Best Candidate

A walk through Machine Learning Conference held at Toronto

Introduction to the concept of Cross Entropy and its application

Example usecase of Cross Entropy as a loss function

Build a Neural Net to solve Exclusive OR (XOR) problem

AI Winter. How Canadians contributed to end it?

Perceptron Learning Algorithm in plain words

Maximum Likelihood Estimate and Logistic Regression simplified

Deep Learning highlights Month by Month

If you havenâ€™t been able to regularly keep track of breakthroughs in deep learning, you might want to bookmark this page

Intuition behind concept of Gradient

General Topics/Tutorials

DeepLearning for Tabular data

Deeplearning for tabular data with high cardinal categorical columns

How to use opencpu for remote procedure calls with REST API

OpenCpu lets you create and retrieve R objects via http(s). OpenCPU creates a server for R objects.

Immense Power of Interactive Math Explainers

Benifit of visualizing the problem space