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Gen AI PPT Maker
Watch this video to learn more about the project: [YouTube Video Placeholder] Theory Section Before diving into the implementation, let's...
Dec 8, 20247 min read
AI Chatbot with a Knowledge Base
Welcome to my blog! Today, we’ll dive into an exciting project called AI Chatbot with a Knowledge Base . This project enables users to...
Oct 25, 20245 min read
Understanding AI Agents and Building an NLP to SQL Agent
Watch My YouTube Video For a visual walkthrough of this project, check out my YouTube video What Are AI Agents? At its core, an agent is...
Oct 19, 20247 min read
Understanding Vectors, Embeddings, and Vector db and Vector index using ChromaDB & LlamaIndex.
In Natural Language Processing (NLP), working with vectors and tokens is crucial for representing and processing textual data. This blog...
Oct 16, 202411 min read
Creating an AI Story Writer Using Flask and OpenAI
Introduction Welcome to this tutorial where we will walk through the steps of building an AI-powered story writer using Flask and...
Oct 16, 20243 min read
Building a Simple Flask Web Application with OAuth Token Authentication
In this blog post, we’ll guide you through creating a simple Flask web application that uses OAuth token authentication. This tutorial is...
Aug 19, 20243 min read
Building a Simple FastAPI Project with OAuth Token Authentication
In this blog, we’ll walk you through building a simple FastAPI project that authenticates requests using an OAuth token. This tutorial is...
Aug 19, 20243 min read
Advanced Git Commands
Once you're comfortable with the basics of Git, you might want to explore some of the more advanced commands that can help you manage...
Jul 19, 20243 min read
Customer Segmentation Using Agglomerative Clustering
Customer segmentation is a critical task in marketing and business analytics that allows businesses to categorize customers into distinct...
Jul 17, 20245 min read
Building a Movie Recommendation System from Scratch
Introduction In the age of streaming services, recommendation systems have become a crucial feature to keep users engaged by suggesting...
Jul 17, 20243 min read
Building a Random Forest Classifier from Scratch in Python
Introduction In this blog post, we will walk through the process of implementing a Random Forest classifier from scratch in Python. A...
Jul 17, 20247 min read
Facial Expression Recognition with Vision Transformers
Have you ever wondered if a computer could read your emotions just by looking at your face? Facial expression recognition (FER) is a...
Jun 28, 20243 min read
Tesseract OCR with Python
Ever come across a scanned document or an image with text and wished you could easily extract it? Look no further than Optical Character...
Jun 27, 20242 min read
Text Classification Using BERT: A Detailed Guide for Intermediate Practitioners
In this blog, we'll walk through a text classification project using BERT (Bidirectional Encoder Representations from Transformers) with...
Jun 27, 20244 min read
Text Summarization Using BERT: A Comprehensive Guide for Intermediate Practitioners
In this blog, we'll walk through a text summarization project using BERT, focusing on how to create a custom text summarizer and process...
Jun 27, 20243 min read
Sentiment Analysis Using Machine Learning: Exploring NLP
In this blog post, we'll delve into a sentiment analysis project using various machine learning algorithms. The goal is to classify...
Jun 26, 20244 min read
iOS lockscreen python || Image Segmentation with MediaPipe
Craft Your Photos with Style: Image Segmentation with Templates using Python! Ever wished you could instantly transform your photos with...
Jun 25, 20242 min read
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