From Supervised to Self-Supervised Learning: How Large Language Models are Transforming Machine Learning
AI-Generated image of an ancient robot using Stable Diffusion.
Read more
Classifying your Emails
Spam or Not Spam.
Read moreDeploy a Django App With Gunicorn and Nginx
Taking a Django app from development to production is a demanding but rewarding process. In this video course, you’ll go through that process step by step. You’ll start at square one with a no-frills Django application then add in Gunicorn, Nginx, and domain registration. After working through this video course, you’ll be better equipped to take your Django app into production and serve it to the world. In this video course, you’ll learn: How you can take your Django app […]
Read more
Vectorization
why we need to convert text to a vector? Machines don’t understand data in text form. we have to convert text to vectors so that mathematical operations can be performed on data. in NLP it is also know as word embeddings.
Read more
Custom Pagination in python with offset and limit
Offset Pagination
Read more
A brief introduction to sentiment analysis using VADER-model
Source: Hutto, C.J. & Gilbert, E.E. (2014). VADER: A Parsimonious Rule-Based Model for Sentiment Analysis of Social Media Text (aaai.org) This article is about the VADER-sentiment model and how it generates the sentiment scores for social media text. I recently used this library to build a very basic model
Read more
Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 1
Most modern web applications are powered by a REST API under the hood. That way, developers can separate the front-end code from the back-end logic, and users can interact with the interface dynamically. In this three-part tutorial series, you’ll build a REST API with the Flask web framework. You’ll create a foundation with a basic Flask project then add endpoints and connect them to a SQLite database. You’ll test your API with Swagger UI API documentation that you’ll build along […]
Read moreGPT-3: What is GPT-3 and what can it do for your business?
There’s been a lot of talk about GPT-3 and generative AI in the news, social media, and probably from every AI practitioner or vendor whom you’ve been speaking with lately. Everyone is super excited about the future that such AI tools hold. But what exactly is this AI technology specifically and what does it mean for your business and your AI problems? Let’s explore! What is GPT-3? What Can GPT-3 Do? The Business Benefits of GPT-3 Is traditional ML going away […]
Read more