Building Hybrid Search Engine : Combining Keyword and Semantic Search
In today’s digital age, the ability to efficiently retrieve relevant information from vast amounts of data is crucial. Traditional keyword...
Projects
Bank Loan Approval Prediction Project : Why a Voting Classifier Outperforms Individual Models
Voting is one of the simplest ensemble methods. In voting, multiple models are trained separately, and the final prediction is...
House Price Prediction Project: Stacking ML Models explained easily
Introduction In the world of machine learning, improving prediction accuracy is always a goal. One powerful technique that helps achieve...
Heart Disease Classification Project: A Deep Dive into AdaBoost
What is AdaBoost? AdaBoost (Adaptive Boosting) is one of the first boosting algorithms developed for binary classification problems. It works...
Building & Automating a Structured Data Pipeline with MySQL, FastAPI, and Python
Objective The goal of this project is to automate the generation, ingestion, and storage of structured data related to Indian...
Mastering Multiple Linear Regression: Car Price Prediction Project
Multiple Linear Regression is an extension of simple linear regression. It is used when we want to predict the value...
Simple Linear Regression: Build a ML Model to Predict Electricity Consumption
Linear Regression is a fundamental and widely-used type of regression analysis. It models the relationship between a dependent variable and...
Titanic Data Analysis Project : Who Survived in Titanics?
Introduction In this project, we will go on an exciting journey to analyze the famous Titanic dataset using Pandas and...
Building a Rule-Based Chatbot: A Step-by-Step Guide
Introduction Chatbots have revolutionized how businesses interact with their customers, offering immediate responses and support. While advanced AI-driven chatbots are...
Python Programming : Hands-On Free Course 🙋
Welcome to our comprehensive course on Python programming! In this course, we'll introduce you to the course content, discuss the...
Complete End-to-End Stock Price Forecasting App with GUI
In this article, we will walk you through creating a deep learning application to forecast stock prices for major Nift50...
What is Clustering? Implement for your business use case?
What is Clustering? Imagine you have a big box of mixed candies. Clustering is like sorting those candies into groups...
Predicting Customer Churn Using Machine Learning
Introduction Predicting customer churn is critical for businesses to retain customers and maintain profitability. This project focuses on predicting customer...
Essential Projects for Aspiring Machine Learning Engineers
Becoming a proficient machine learning engineer requires hands-on experience with a variety of projects that cover different aspects of machine...
