In this detailed tutorial, I will demonstrate how to upload images and videos to Cloudinary within a Node.js application. I’ll personally guide you through configuring your Cloudinary account and integrating the necessary packages into your application. Subsequently, we’ll delve into the implementation details, and I’ll provide code snippets to help you navigate the uploading process.
Unsupervised Sentiment Analysis using VADER and Flair
In the realm of sentiment analysis, there are two primary approaches, supervised and unsupervised learning. Supervised learning means you need a labeled dataset to train a model, while unsupervised learning does not depend on labeled data.
Using SWR for Efficient Data Fetching in Next.js Applications
It is common to see Next.js applications that make use of client-side data fetching. The challenge with this technique of data fetching is that you have to render data based on user interaction, which can lead to several issues if not handled properly.
JavaScript Closures and Scoping: Understanding Execution Context and Variable Hoisting
Scoping in JavaScript is a set of rules and mechanisms that govern the visibility and accessibility of variables, functions, and objects in the code. Scoping creates a hierarchical structure for variable and function access, which is important for controlling how and where identifiers can be accessed or modified. JavaScript supports two types of scoping: global and local.
Implementing Machine Learning in Web Applications with Python and TensorFlow
The Google-developed open-source software package TensorFlow is used to create and train machine learning models. Because it functions particularly well with large-scale neural networks, it has become one of the most extensively used machine learning frameworks.
Swarm Intelligence: Infusoria Slipper
I set a research goal for myself: to understand the most optimal decision-making algorithms at each level of task-setting, and to move from simpler solutions to more and more complex ones as the external environment becomes more complicated.
NLP Preprocessing using Spacy
I have worked on a number of NLP projects and after collecting the data the biggest challenge is the pre-processing. Since the text data available on the internet is often highly unstructured, contains unwanted symbols, repeated characters, contains different forms of the same root word, etc.
Mastering CSS Arrangement: Techniques and Hints
There are several reasons why CSS layouts hold such importance. First and foremost, they help create a consistent look and feel across a website, allowing designers to apply the same styling to multiple pages.
Exploring Modern JavaScript: A Comprehensive Guide to ES6 and Beyond
The guide is a comprehensive resource for learning modern JavaScript, including ES6 and beyond. It covers key topics such as functions, classes, asynchronous, Promises and Async/Await, etc.
Learn how to deploy an ML model to the web
I’ve worked as a web developer for a while, and most times, I’m amazed at how web apps such as Facebook and Instagram are able to detect and recognize objects in images. I reckon a machine learning model like MobileNet makes this possible, but how do you deploy this model to the web?