Welcome to Our Blog Page
Mathematics of Machine Learning
Back-propagation with Cross-Entropy and Softmax
What will you learn? This post is also available to you in this video, should you be interested 😉 In
May 20, 2020
No Comments
Coding
COVID-19 Analysis
Studying and Predicting the Progress of COVID-19 using Pandas and ARIMA COVID-19 has been around for nearly 4 months since
April 6, 2020
No Comments
Theory and Concepts
Deriving the Gradient Descent Rule (PART-2)
What Will You Learn? In our previous post, we have talked about the meaning of gradient descent and how it
March 6, 2020
No Comments
Mathematics of Machine Learning
The Derivative of Softmax(z) Function w.r.t z
What will you learn? Ask any machine learning expert! They will all have to google the answer to this question:
February 6, 2020
1 Comment
Theory and Concepts
Deriving the Gradient Descent Rule (PART-1)
The Gradient Descent Rule https://www.youtube.com/watch?v=gYqG4OT2Kj4 When training a model, we strive to minimize a certain error function (). This error
January 28, 2020
1 Comment
Coding
Reproducibility in Pytorch
What is Reproducibility All About? As a computer scientist, or as an academician, you do experiments with a bunch of
November 29, 2019
No Comments