https://blogsbykush.com/ 2025-09-16T08:39:45+00:00 Kush Bhatnagar https://blogsbykush.com//ml-made-easy/statistics-in-ml 2025-09-16T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/StatisticsInML-1.png" alt="StatisticsInML-1" class="align-center" /> <img src="https://blogsbykush.com//assets/images/ml-made-easy/StatisticsInML-2.png" alt="StatisticsInML-2" class="align-center" /></p> <blockquote class="notice--info"> <p>Machine Learning is just Statistics on steroids with a fancy computer doing the heavy lifting</p> </blockquote> https://blogsbykush.com//ml-made-easy/what-is-clustering 2025-09-01T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/Clustering_1.png" alt="WhatIsClustering" class="align-center" /> <img src="https://blogsbykush.com//assets/images/ml-made-easy/Clustering_2.png" alt="WhatIsClustering" class="align-center" /></p> <blockquote class="notice--info"> <p>Discover the essentials of Clustering in our latest classroom conversation.Clustering - where data points find their natural friend groups!</p> </blockquote> https://blogsbykush.com//ml-made-easy/what-is-bias-and-variance 2025-08-16T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/Bias&amp;Variance_1.png" alt="WhatIsBias&amp;Variance" class="align-center" /> <img src="https://blogsbykush.com//assets/images/ml-made-easy/Bias&amp;Variance_2.png" alt="WhatIsBias&amp;Variance" class="align-center" /></p> <blockquote class="notice--info"> <p>Discover the essentials of Bias &amp; Variance in our latest classroom conversation.Good predictions need to be both accurate (hit the target) and consistent (hit the same spot)!</p> </blockquote> https://blogsbykush.com//ml-made-easy/what-is-regularization 2025-08-14T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/Regularization_1.png" alt="WhatIsRegularization" class="align-center" /> <img src="https://blogsbykush.com//assets/images/ml-made-easy/Regularization_2.png" alt="WhatIsRegularization" class="align-center" /></p> <blockquote class="notice--info"> <p>Discover the essentials of Regularization in our latest classroom conversation.</p> </blockquote> https://blogsbykush.com//mlops/ why-dvc-not-best-choice-with-awslambda-for-dataversioning 2024-06-17T00:00:00+00:00 <h1 id="introduction">Introduction</h1> <p>Data versioning is a crucial aspect of machine learning workflows, ensuring that data changes are tracked and reproducible. Data Version Control (DVC) is a popular tool for this purpose, providing a way to version data similarly to how Git versions code.</p> <p>In this blog, I want to share... https://blogsbykush.com//ml-made-easy/what-is-feature-engineering 2024-06-09T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/FeatureEngineering.png" alt="WhatIsGradientDescent" class="align-center" /></p> <blockquote class="notice--info"> <p>Discover the essentials of Feature Engineering in our latest classroom conversation. Learn how to convert raw data into meaningful features to boost your machine learning models’ performance. Explore our detailed comic strip for a simplified and engaging explanation.</p> </blockquote> https://blogsbykush.com//bookshelf/psychology-of-money-bookshelf 2024-05-20T00:00:00+00:00 <h2 id="my-reasons">My Reasons</h2> <p><strong>Psychology of Money</strong> by Morgan Housel is an international bestseller. I recently read this book after it was recommended by James Clear in his book “Atomic Habits.” Though I’ve always wanted to learn more about finance and money, I never got around to it. So, I picked... https://blogsbykush.com//ml-made-easy/what-is-gradient-descent 2023-12-15T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/WhatIsGradientDescent.png" alt="WhatIsGradientDescent" class="align-center" /></p> <blockquote class="notice--info"> <p>Discover the essence of Gradient Descent in machine learning through a conversation between a student and a teacher.</p> </blockquote> https://blogsbykush.com//ml-made-easy/what-is-hyperparameters 2023-11-29T00:00:00+00:00 <p><img src="https://blogsbykush.com//assets/images/ml-made-easy/WhatIsHyperparameters.png" alt="WhatIsCV" class="align-center" /></p> <blockquote class="notice--info"> <p>Discover the essence of hyperparameters in machine learning through a conversation between a student and a teacher.</p> </blockquote> https://blogsbykush.com// what-is-the-most-effective-way-to-learn-ml 2023-10-29T00:00:00+00:00 <h1 id="introduction">Introduction</h1> <figure> <a><img src="/assets/images/learn_ml.jpg" /></a> <figcaption><a href="https://www.istockphoto.com/photos/machine-learning">Originally posted on istockphoto</a>.</figcaption> </figure> <p>Before you start reading this post, I’d like to offer a <em>disclaimer: I’m not an expert in this field</em>. I’m here to share my learning journey with the hope that it might help others embarking on this fascinating...