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Tawsif Kamal
Tawsif Kamal

72 Followers

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Published in

The Startup

·Pinned

An Intuitive Approach to Q-Learning (P1)

Note, the following articles will not be the usual step-by-step coding tutorials. Instead, we will focus more on acquiring a conceptual understanding by diving into the math of Q-learning in a three-part series. That being said, a basic understanding of probability and Markov chains will be useful in order to…

Machine Learning

13 min read

An Intuitive Approach to Q-Learning (P1)
An Intuitive Approach to Q-Learning (P1)
Machine Learning

13 min read


May 25, 2021

Monte Carlo Reinforcement Learning: A Hands-On Approach

Learning through pure randomness shouldn’t make any sense. But it works… Using some statistics magic, you can calculate unknown values through randomness with great accuracy and solve complex problems including Reinforcement Learning problems. One of these methods of “random learning” is called Monte Carlo Simulation. In this article, we are…

Machine Learning

15 min read

Monte Carlo Reinforcement Learning: A Hands-On Approach
Monte Carlo Reinforcement Learning: A Hands-On Approach
Machine Learning

15 min read


Feb 7, 2021

Xanity: The Autonomous Savior for Sanitization Workers

In the U.S, 350+ Sanitization workers in New York died in one week due to hazardous working conditions given the pandemic situation. In Canada, sanitization workers in schools have now moved from working every other day to now twice daily to ensure the health and priority of the teachers and…

6 min read

Xanity: The Autonomous Savior for Sanitization Workers
Xanity: The Autonomous Savior for Sanitization Workers

6 min read


Published in

The Startup

·Nov 2, 2020

A Brief Introduction to Classification

So, we know what regression models are: take a dataset and create a model that will accurately predict the location of new points added to the dataset. Simple.

Machine Learning

8 min read

A Brief  Introduction to Classification
A Brief  Introduction to Classification
Machine Learning

8 min read


Published in

The Startup

·Oct 23, 2020

An Intuitive Approach to Linear Regression

Note, this article focuses more behind the mathematics of linear regression. You will need to understand the basics of partial derivatives and some linear algebra. If you are not too comfortable with these topics, bookmark this article, watch some Khan Academy videos and then have a read. …

Machine Learning

12 min read

An Intuitive Approach to Linear Regression
An Intuitive Approach to Linear Regression
Machine Learning

12 min read

Tawsif Kamal

Tawsif Kamal

72 Followers

Reinforcement Learning enthusiast

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