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complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

debugger

A visual debugger for Jupyter notebooks, consoles, and source files

gapminder-dataset-analysis

This project explores the relationship between fertility rate and life expectancy over time using the Gapminder dataset, which includes information on various countries' population, income, and more.

jupyterlab-git

A Git extension for JupyterLab

jupyterlab-variableinspector

Variable Inspector extension for Jupyterlab

movie_recommender

The app is built with Flask, and users can select their favorite movies. The user can rate the selected movies, and the app recommends the top movies based on the NMF algorithm.

nlp-predictor-lyric-artist

mplementation of different NLP techniques using web scraped lyrics

object-detection-and-tracking-by-drone

Developed a drone-based object detection and tracking system, optimized drone movement in real-time using a PID control system,collected object information and saved images to a database. Provided real-time visualization of object movement and drone response through a dashboard interface.

social_media_sentiment_analysis

The project collects social media posts via Twitter API, cleans and organizes data with PostgreSQL and MongoDB, and uses NLP and ML to classify sentiments as positive, negative or neutral.

supermarket-simulation

This project uses a Markov Chain model to simulate a supermarket and its customers' behavior. Its goal is to imitate the behavior of customers in a real supermarket and predict their satisfaction using an MCMC model. The simulation takes product availability into account to make predictions about customer satisfaction.

test