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-67b7843d5b888349637715/] [crayon-67b7843d5b896683569674/] [crayon-67b7843d5b89a218755423/] In NotificationObjects table we define entity_type_id
It is always better to reuse the existing code. We always strive through the point that we need to have different developers for running our code in different platforms. For ex. A web developer is required to develop
What is Puppet? Puppet is an open-source, software configuration management tool. It helps in keeping configurations automated and consistent with what we require and what is on production or in our developer environment. It can run on various
Today when the apparel manufacturing businesses around the world are battling the impact of COVID-19 pandemic the biggest challenge staring at them in the face is how do they ensure factories and offices are free from infected employees
Multiple times we need to build reports to present our data. The Google Data Studio provides a powerful tool to build your own reports with less time and without any coding knowledge. Google Studio depends on Data Source.
Why Transformers? The problems with long-existing sequence models are long-range dependencies, vanishing and exploding gradient is hard to resolve even batch gradient descent when network is large and deep, a large amount of training steps needed, as well
Model Based Collaborative Filtering: Model based collaborative approaches only rely on user-item interactions information and assume a latent model supposed to explain these interactions. For example, matrix factorization algorithms consists in decomposing the huge and sparse user-item interaction
A common task of recommender systems is to improve customer experience through personalized recommendations based on prior implicit feedback. These systems passively track different sorts of user behavior, such as purchase history, watching habits and browsing activity, in
Face Recognition Recognize and manipulate faces from Python or from the command line with the world’s simplest face recognition library. Built using dlib’s state-of-the-art face recognition built with deep learning. The model has an accuracy of 99.38% on the
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
Detecting the parking slot occupancy can help us by providing the exact location of the place which is empty for parking and save our time. For this purpose, we can use Image Detection to get the location of
As mobile developers, we spend most of our time creating new screens or changing screens that already exist and we need to know that the code works. That is why in our development process we must use tools
There are some points where we have to maintain settings for multiple environments. Django provides a very useful solution, to maintain multiple settings in a single file. For that you need to install “django-configurations”. pip install django-configurations After
It is an automated process i.e. deploy an application on AWS EC2 Instance every time when you push the code in application bitbucket repository. This can be achieved by combining a couple of very usefool tools like AWS
What is dependency injection? To understand dependency injection first we need to know about dependency. Let's take an example. Class User { Private Profile $profile; Public user(){ $this.profile = new Profile(); } } Here we have a class
This is the article of how to install Node.js with Express.js framework using MongoDB in ubuntu. Here we will use Mongoose.js module and "ejs" that comes with Express.js framework. NodeJS is a platform built on Chrome’s JavaScript runtime
This is also known as ECMAScript 6 and ECMAScript 2015. ES6 has some new features. This blog introduced these features. Let & Const There was the only way to declare a variable by using the "var" in Javascript.
Recently we were working on a project where we needed to categorize or manipulate a large dataset for further processing. The data needed to be filtered based on certain criteria where we would check the relationship of
Laravel is one of the highly used, open-source modern web application framework that designs customized web applications quickly and easily. Developers loves Laravel because of performance, features, scalability, huge community, well design documentation, easy learning curve and many
1. For integrating Laravel Authentication, you should run the following artisan command php artisan make:auth it will integrate Laravel Default Authentication. If you looked at folder structure following files will generated Controller Files App -> http -> controller