Mihaela-Daniela Morariu's repositories
Kaggel-bike-demand-predictions
Predicting bike demand
Movie-Recommander-built-in-Flask
Movie recommender system based on NMF and SVD, with interface in Flask.
Supermarket_MCMC_simulation
The goal of this project is to create a simulation of customer behavior in a supermarket using Markov-Chain Monte Carlo methods and visualize it on a map
BudgetDashborad
Bielz Family Budget Dasborad
build-ml-pipeline-for-short-term-rental-prices
Project code for cd0581 refresh taught by Giacomo Vianello
cd0583-model-scoring-and-drift-using-evidently
Monitoring machine learning models in production using Evidently.
Data_pipeline_Docker
Contains a docker pipeline that collects tweets, cleans and analyzes them, and then creates a slack bot that slacks the outcome in a predefined channel
Generate_image_captions
Uses neural network (LSTM) to generate image captions. Trained on Flickr8 data set.
Lyrics-scraping-and-song-classification
Scraping lyrics from specific artists, then applying classification model in order to predict which song belongs to wich artist
Machine-learning-projects
My machine learning projects and data wrangling
movie-recommender
Movie Recommender System based on NMF and SVD, with a web interface built with Flask
Neural_networks
Application of Convolutional Neural networks on Fashion MNIST data set
data_analytics_with_LLM
Analyse and forecast apartment and house prices in Romania. Use LLMs to produce interactive plots
genre_classification
ML workflows exercise (Udacity)
Predict_customer_churn
Implement the project by using coding best practices.
sage_recommender
Movie Recommender - Stochastic Sage Cohort (Git Collaboration Demo)