How to deal with an imbalanced dataset

Classification algorithms are machine learning techniques that involve categorizing data into classes. Working with an imbalanced dataset can be challenging. This article shares some tricks to work with an imbalanced dataset.

Enabling HTTPS and securing your website using Let's Encrypt

A non-secure website has HTTP at starting of the URL. Whereas websites starting with HTTPS are the secure ones, the ‘s’ stands for secure. You must have seen sometimes your browser gives notification…

Get started with Data analytics: Introduction

As a data analyst, you’re on the move. Think of all the data that is generated each day and available to the organization, from transnational information to the traditional database, telemetry data…

Atlantis on AWS EKS Fargate

Terraform is one of the most widely used Iaac Tool. It is Free and Open Source tool provided by HashiCorp. Using Terraform you can provision Infrastructure in Multiple Cloud Platforms like AWS, GCP…

Paper Explained- MLP Mixer: An MLP Architecture for Vision

This paper presents a neural network that is just a feed forward multi-layer perceptron (MLP), meaning there is no convolution, no attention mechanism, no lambda layers, nothing of those sorts. It’s…

Top 10 Visual Studio Code Extensions every Developer Must Know

Live Share is one of my favorites on this list. It allows you to share your code actively with another’s persons vscode. So you can see each other’s code, whom you want to share it with, and debug it…

Smart Water: Data Labeling with Active Learning And H2O.ai

Data is the food for AI. For machine Learning, or supervised learning, the golden labels are key for the models to recognize the pattern within the data. However, in the real-world data, it is…

Sport With AI

The sit-up is an abdominal endurance training exercise to strengthen, tighten and tone the abdominal muscles. It is similar to a crunch, but sit-ups have a fuller range of motion and condition…

Computer Vision in healthcare: Detection of fractures

Since the emergence of machine learning the world has evolved a lot to accommodate AI systems in almost all sectors. One of the major sector that has seen tremendous improvements in the health care…

Automating the Setup of SageMaker Studio Custom Images

Amazon SageMaker Studio is a fully integrated IDE unifying the tools needed for managing your ML projects and collaborating with your team members. Alongside providing pre-built images for running…