Animesh AgarwalinFlipkart Tech BlogMySQL High AvailabilityFlipkart follows a microservices architecture with thousands of services largely divided into systems such as order management, supply…Sep 27, 20235Sep 27, 20235
Animesh AgarwalConsistent HashingIn this blog we will look at what is Consistent Hashing. What is the problem that it solves? What makes it an important component in…May 13, 2020May 13, 2020
Animesh AgarwalinTowards Data ScienceThe Problem of Vanishing GradientsVanishing gradients occur while training deep neural networks using gradient-based optimization methods. It occurs due to the nature of…Jul 8, 20191Jul 8, 20191
Animesh AgarwalinTowards Data ScienceReverse Image Search using Auto-EncodersHave you ever wondered how Google Reverse Image search work? How do they scan all the images and return appropriate results very fast? In…Jun 27, 20192Jun 27, 20192
Animesh AgarwalinTowards Data ScienceBuilding efficient data pipelines using TensorFlowHaving efficient data pipelines is of paramount importance for any machine learning model. In this blog, we will learn how to use…Mar 31, 20193Mar 31, 20193
Animesh AgarwalinTowards Data ScienceLogistic Regression classifier on Census Income DataIn this blog, we will analyze the Census Dataset from the UCI Machine Learning Repository.Oct 22, 20188Oct 22, 20188
Animesh AgarwalinTowards Data ScienceBuilding a Logistic Regression in PythonSuppose you are given the scores of two exams for various applicants and the objective is to classify the applicants into two categories…Oct 16, 201816Oct 16, 201816
Animesh AgarwalinTowards Data SciencePolynomial RegressionThis is my third blog in the Machine Learning series. This blog requires prior knowledge of Linear Regression. If you don’t know about…Oct 8, 201826Oct 8, 201826
Animesh AgarwalinTowards Data ScienceLinear Regression using PythonLinear Regression is usually the first machine learning algorithm that every data scientist comes across. It is a simple model but…Oct 5, 201819Oct 5, 201819
Animesh AgarwalinTowards Data ScienceLinear Regression on Boston Housing DatasetIn my previous blog, I covered the basics of linear regression and gradient descent. To get hands-on linear regression we will take an…Oct 5, 201816Oct 5, 201816
