Pinned Repositories
AI-Sementic-Search
Appliances-Energy-Prediction
Predict the energy consumed by appliances using custom-coded Machine Learning models and Algorithms like PCA, Neural Networks, Lasso, Ridge, and Linear Regression.
CarData-Analysis-MySQL
Analyze Data in a Model Car Database with MySQL Workbench
Chatbot-with-llama2-Streamlit-
This chatbot app is built using the Llama 2 open source LLM from Meta.
COVID-19-CaseStudy-and-Predictions
This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.
Credit_Fraud-Detector
Detecting credit card fraud using a neural network model on highly imbalanced classes.
LlamaIndexSearch
A Streamlit-based application leveraging Llama Index for efficient vectorized document search and natural language querying.
stock-forecast-app
A Streamlit app that uses Prophet to predict time series data (here stock prices) and visualize historical data
TimeGPT
TimeGPT is a production-ready generative pretrained transformer for time series. It’s capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code.
web-crawler
Web Crawl is a web application that allows you to scrape web pages and use Retrieval-Augmented Generation (RAG) to answer questions based on the scraped content.
mhadeli's Repositories
mhadeli/TimeGPT
TimeGPT is a production-ready generative pretrained transformer for time series. It’s capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code.
mhadeli/AI-Sementic-Search
mhadeli/Appliances-Energy-Prediction
Predict the energy consumed by appliances using custom-coded Machine Learning models and Algorithms like PCA, Neural Networks, Lasso, Ridge, and Linear Regression.
mhadeli/CarData-Analysis-MySQL
Analyze Data in a Model Car Database with MySQL Workbench
mhadeli/Chatbot-with-llama2-Streamlit-
This chatbot app is built using the Llama 2 open source LLM from Meta.
mhadeli/COVID-19-CaseStudy-and-Predictions
This repository is a case study, analysis and visualization of COVID-19 Pandemic spread along with prediction models.
mhadeli/Credit_Fraud-Detector
Detecting credit card fraud using a neural network model on highly imbalanced classes.
mhadeli/Data_Engineering-AWS
Data Engineering with AWS - Udacity Course
mhadeli/Data_Science
NLP Taks, Time-series Analysis and Forecasting, Image Classification
mhadeli/EDA-Video_Game_Sales
Exploratory Data Analysis
mhadeli/Fine-Tuning-LLMs-GPT-2
Fine-tuning GPT-2 on custom data to perform specific task in specific domain.
mhadeli/IBM_Data-Engineering
IBM Data Engineering (Coursera)
mhadeli/LlamaIndexSearch
A Streamlit-based application leveraging Llama Index for efficient vectorized document search and natural language querying.
mhadeli/RecSys-Collaborative-Filtering
Recommendation System Based on Collaborative Filtering
mhadeli/STEDI
Udacity Data Engineering Nano Degree, Project
mhadeli/stock-forecast-app
A Streamlit app that uses Prophet to predict time series data (here stock prices) and visualize historical data
mhadeli/web-crawler
Web Crawl is a web application that allows you to scrape web pages and use Retrieval-Augmented Generation (RAG) to answer questions based on the scraped content.
mhadeli/Deep-Learning-for-Time-Series-Forecasting
This project demonstrates the application of deep learning techniques for time series forecasting. The goal is to predict future values based on historical data using neural networks.
mhadeli/Downloader-Youtube
A Streamlit app to download YouTube videos for educational purposes only.
mhadeli/mhadeli
Github profile
mhadeli/mhadeli.github.io
Personal Profile
mhadeli/Movie-Recommender
Provide users with a list of recommended movies based on their search.
mhadeli/Open-Source-Models-with-Hugging-Face
The notebook provides examples and explanations on how to utilize pre-trained models for these tasks without the need for permanent local storage.
mhadeli/Python-Text-Extraction
Extract text from multiple PDFs via Python script.
mhadeli/Semantic-Search-Engine
Semantic Search Engine powered by Pinecone's Vector Database and OpenAI's LLM Model.
mhadeli/Sentiment_Analysis
Sentiment Analysis of customers' reviews on Amazon products.
mhadeli/Spotify-Recommendation-System
Recommender system using XGBOOST, Neural_Network, Ensemble and LGBM
mhadeli/tensorflow-cnn-mnist
A tf-keras-based MNIST classification model using the Sequential API, with convolutional and dense layers
mhadeli/Time-series-forecasting
This repository contains a collection of time series forecasting models, including: Statistical Models Simple and robust models that leverage statistical techniques to forecast future values.
mhadeli/Udacity-Data-Engineering-with-AWS
Design data models, build data warehouses, data lakes & lakehouse, automate data pipelines - SQL | NoSQL | AWS | Spark | Airflow