Pinned Repositories
AutoEncoder-FaceAging
Training an autoencoder for face aging
ClusterAnalysis
A thorough analyis of 10 labeled and 10 unlabeled datasets from UCI ML respository
Convolutional-NeuralNet
Extracting high level features from the first 2 layers of a CNN
DataScience-For-Starters
This is a video series of 16 sessions that gives a headstart to anyone new to the world of data science.
DevOps-3Tier-Infrastructure
Automated DevOps Pipeline for a Scalable Web Application with Real-time Analytics
LLMs-Table-Predictions
Training LLMs on some of the popular kaggle datasets
ML1-XAI
A course project on explainable AI
MLOPS
A git project to host all the work related to docker-based MLOPs
RAG-Neo4J-Pinecone
A comprehensive experiment on RAG pipeline.
Sentiment-Analysis
This project explores and compare various methods for text classification and sentiment analysis, ranging from traditional lexicon-based approaches to modern pre-trained Large Language Models (LLMs).
AyeshaAmjad0828's Repositories
AyeshaAmjad0828/LLMs-Table-Predictions
Training LLMs on some of the popular kaggle datasets
AyeshaAmjad0828/DataScience-For-Starters
This is a video series of 16 sessions that gives a headstart to anyone new to the world of data science.
AyeshaAmjad0828/MLOPS
A git project to host all the work related to docker-based MLOPs
AyeshaAmjad0828/Sentiment-Analysis
This project explores and compare various methods for text classification and sentiment analysis, ranging from traditional lexicon-based approaches to modern pre-trained Large Language Models (LLMs).
AyeshaAmjad0828/AutoEncoder-FaceAging
Training an autoencoder for face aging
AyeshaAmjad0828/ClusterAnalysis
A thorough analyis of 10 labeled and 10 unlabeled datasets from UCI ML respository
AyeshaAmjad0828/Convolutional-NeuralNet
Extracting high level features from the first 2 layers of a CNN
AyeshaAmjad0828/DevOps-3Tier-Infrastructure
Automated DevOps Pipeline for a Scalable Web Application with Real-time Analytics
AyeshaAmjad0828/ML1-XAI
A course project on explainable AI
AyeshaAmjad0828/RAG-Neo4J-Pinecone
A comprehensive experiment on RAG pipeline.
AyeshaAmjad0828/CV-MatchingFaces
A code to match faces in images using template matching approach.
AyeshaAmjad0828/CV-ObjectMotionDetection
Calculating the duration of pendulum swings in a video
AyeshaAmjad0828/data-entry-webapp
Tranfering data from a webapp to Azure SQL DB hosted on a VM connected through private virtual network
AyeshaAmjad0828/Data-Science-with-Python-101
A reporsitory with python scripts tailored for each session.
AyeshaAmjad0828/devops-monitoring
AyeshaAmjad0828/DevOps_monitoring_backend
Backend app
AyeshaAmjad0828/DevOps_monitoring_frontend
Frontend of an application
AyeshaAmjad0828/DevOps_Monitoring_Reviews
An app for a cafe reviews and rating
AyeshaAmjad0828/Experimenting-with-NeuralNet-Hyperparameters
AyeshaAmjad0828/Jarvis-GPT
AyeshaAmjad0828/LangChain-For-Application-Development
Using LangChain in python to call LLMs into new environments, and use memories, chains, and agents to fine tune LLMs on new tasks.
AyeshaAmjad0828/node-js-sample-ayesha-mt
This repository is deprecated. Head over to https://github.com/heroku/node-js-getting-started
AyeshaAmjad0828/Terraform
Creating ec2 instance, rds, and security groups via terraform scripts.
AyeshaAmjad0828/Time-Series-Analysis
Comparing different time series models
AyeshaAmjad0828/Unstructured-Data-Extraction