GitHub - Ruhul-Quddus-Tamim/Machine-Learning-Algorithms: ML Stuff regarding deep understanding of algorithms | This repo also contains some of my clients' projects on ML, IaC

ML Project

Responsible for designing data pipeline(ELT) from AWS Redshift to AWS S3 to AWS EC2
Data pre-processing
Feature Engineering
Train and test ML models on AWS EC2
Forecast the hourly sales for the next 14 days in order for the operations team to hire man hour
Based on the forecast sales, designed GenAI(LLMs) to provide insights & highlights based on the next 14 days' sales and the last 14 days' sales
End-to-end of data flows, training and prediction is automated in AWS using cronjob

Name		Name	Last commit message	Last commit date
Latest commit History 68 Commits
Best Classifier		Best Classifier
Business Intelligence		Business Intelligence
Decision Tree Classification		Decision Tree Classification
Density-Based Clustering		Density-Based Clustering
Hierarchical Clustering		Hierarchical Clustering
IaC(Terraform)		IaC(Terraform)
K-Means Clustering		K-Means Clustering
Logistic Regression Algorithm		Logistic Regression Algorithm
Reading And Writing Files		Reading And Writing Files
Recommendation Engine - Content Based		Recommendation Engine - Content Based
Ruhul-Quddus-Tamim/K-Nearest-Neighbours-Algorithm		Ruhul-Quddus-Tamim/K-Nearest-Neighbours-Algorithm
Support Vector Machine Algorithm		Support Vector Machine Algorithm
Unsupervised Algorithm		Unsupervised Algorithm
README.md		README.md