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Tag: machine learning

Basic Machine Learning Optimization Algorithms

Posted on July 6, 2024May 1, 2025 by Mrukant Popat

Learn basic machine learning optimization algorithms. Explore Gradient Descent, and ADAM, which employs adaptive learning rates for each parameter.

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Hand written notes on Neural Networks and ML course by Andrew Ng

Posted on June 25, 2024June 25, 2024 by Mrukant Popat

About 2018 when I started working on Machine learning I took many courses. Here are my hand written notes on Neural Networks and ML course by Andrew Ng. It focuses on the fundamental concepts covered in the course, including Logistic Regression, Neural Networks, and Softmax Regression. Buckle up for some equations and diagrams! Part 1:…

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What is Null and Alternative Hypothesis

Posted on December 12, 2023March 9, 2024 by Mrukant Popat

A detailed description on the foundational but confusing topic of What is Null and Alternative Hypothesis

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Supervised Machine Learning for Beginners

Posted on November 24, 2023April 2, 2024 by Mrukant Popat

Hand written notes on Supervised Machine Learning

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