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Building a Movie Recommendation Model Using a Content-Based Approach

Jan 14, 20253 min read

Kubernetes with ml models

Dec 22, 20242 min read

Building an AI Academic Tutor: A Step-by-Step Journey into RAG Systems

How I used Retrieval-Augmented Generation to turn static course materials into an interactive learning companion Video demo The Problem: Static Materials, Dynamic Learners As a student, I’ve often struggled with the disconnect between dense course m...

Sep 16, 20254 min read

Serverless and Deep learning

Dec 13, 20243 min read

Unraveling the Mysteries of Neural Networks and Deep Learning

Dec 6, 20243 min read

Building A House Price Prediction Model

Introduction Buying or selling a house can be overwhelming, especially when determining a fair price. Many people face challenges deciding the right amount to negotiate, often relying on guesswork or limited market knowledge. To address this, I embar...

Nov 27, 20241 min read

Decision Trees and Ensemble learning

Mastering Decision Trees & Ensemble Learning: ML Zoomcamp Week 6 Recap This week’s ML Zoomcamp was all about Decision Trees and Ensemble Learning, key tools in predictive modeling. Decision Trees- Simple & Intuitive: Easy to interpret and visualize.-...

Nov 5, 20241 min read

Deploying machine learning Model

Deploying My First Machine Learning Model: Week 5 at DataTalksClub’s ML Zoomcamp Embarking on the machine learning journey often starts with understanding data and building models, but this week, I had the chance to take my learning to a new level —...

Oct 29, 20242 min read

Evaluating Machine Learning Model

I tackled a bank dataset detailing customer churn, aiming to build a model that predicts the likelihood of a customer churning. This insight is vital for banks to make informed decisions to retain their clients. One key lesson from this project was h...

Oct 22, 20241 min read

Machine learning classification

Machine Learning Classification: A Brief Overview Machine learning classification is a supervised learning task where the goal is to predict the class or category of an input based on its features. In classification problems, the data is labeled, mea...

Oct 15, 20242 min read

Demystifying JavaScript: A Step-by-Step Guide to Learning and Mastering the Language

Best guide to learn JavaScript

Oct 21, 20233 min read

Command Palette

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