HHemathinblog.hemath.com·Dec 8, 2022 · 12 min readLet's break down - Neural NetworkCost Functions The cost function measures how far away a particular solution is from an optimal solution to the problem in hand. The goal of every machine learning model pertains to minimizing this very function, tuning the parameters and using the a...00
HHemathinblog.hemath.com·Dec 5, 2022 · 39 min readLinear Regression Model using English Premier League (EPL) Soccer DataOverview The English Premier League is one of the world's most-watched soccer leagues, with an estimated audience of 12 million people per game. With the substantial financial benefits, all significant teams of EPL are interested in Analytics and AI....00
HHemathinblog.hemath.com·Nov 22, 2022 · 4 min readLet me explain - How to connect EC2 instance to windows server?What is EC2 instance? A virtual server in Amazon's Elastic Compute Cloud (EC2) for running applications on the Amazon Web Services (AWS) infrastructure is known as an Amazon EC2 instance. AWS is a comprehensive and ever-evolving cloud computing platf...00
HHemathinblog.hemath.com·Nov 19, 2022 · 4 min readGet to know - What is IAM user and its featuresWhat is IAM user? AWS IAM is at the heart of AWS security because it allows you to control access by creating users and groups, assigning specific permissions and policies to specific users, managing Root Access Keys, configuring MFA Multi-Factor aut...00
HHemathinblog.hemath.com·Nov 16, 2022 · 5 min readLet me explain - Auto scaling and its componentsAWS AutoScaling is an advanced cloud computing feature that provides automatic resource management based on server load. A server cluster's resources typically scale up and scale down dynamically via mechanisms such as a load balancer, AutoScaling gr...00
