Auriga Pulse: Jan- March 2025
Every quarter at Auriga feels like the next episode of a great series—complete with lots of action, excitement, major launch moments and of course, plenty of snack breaks. As we step into FY 2025–26, we want to thank
ChatGPT: The Secret Weapon for Professionals in the AI Rivalry Between Google and Microsoft
It's a rare possibility that you missed the ChatGPT buzz! It is an AI-powered chatbot developed by OpenAI, based on the GPT (Generative Pretrained Transformer) language model that uses deep learning techniques to generate human-like responses to
React Testing Library
Why is testing required? Testing is beneficial for the following reasons:- Easy detection of errors in code or its flow. Enhance the quality of the product while reducing costs, maximising ROI, and saving development time Types of Testing
Data Analytics And Visualization
Data Analytics And Visualization What makes a data scientist different from another? The answer is simple : How good he plays with the data! Before applying machine learning algorithms it is important to interpret the data
Cloud & DevOps
Cloud & DevOps Our innovation-led approach to application services helps you to reinvent your enterprise application portfolio, making use of emerging technology and building. What we do Mobility Solutions
K-Nearest Neighbour(KNN)
What is KNN Algorithm ? K nearest neighbors or KNN Algorithm is a simple algorithm which uses the entire dataset in its training phase. Whenever a prediction is required for an unseen data instance, it searches through the
Spring Boot with Docker
Docker is a tool which is used to automate the deployment of applications in lightweight containers so that applications can work efficiently in different environments. Common Docker Terms Docker Container A container is a standard unit of software
AWS Cognito-Authentication in Web or Mobile App.
Access control is one of the major aspect during any application designing whether it is react/native/react-native or web application. We use different frameworks for this purpose one of them is AWS cognito. AWS cognito is a service provided
Email Notification in Django
For sending email notification in django we use django's send_mail function, with using some smtp sever. we can get smtp server from free smtp service providers like SendGrid. In our settings.py file we define some parameters for sending
SystemNotifications handling in Django REST
To manage notifications we define types of notifications in a constant files(in a dictionary) and create two tables in our database, first is NotificationObjects and second, Notifications like: [crayon-681d0937b9be1526483947/] [crayon-681d0937b9bed041785807/] [crayon-681d0937b9bf2319235219/] In NotificationObjects table we define entity_type_id
Recommendation System Using Alternating Least Square
Alternating Least Square (ALS) is also a matrix factorization algorithm and it runs itself in a parallel fashion. ALS is implemented in Apache Spark ML and built for a larger-scale collaborative filtering problems. ALS is doing a pretty