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algo-kmeans

Kmeans algorithm from scratch with Python

analyzing-nyc-high-school-data

In this project, we will be analyzing different New York City high school based on demographics and results on SAT.

api-app-simplon

bonsai-simulink

Microsoft Bonsai Simulink Toolbox and sample models

building-a-database-for-crime-reports

Building a database for crime reports with Postgresql

building-a-handwritten-digits-classifier

In this project, we will use neural networks on a dataset to : explore why image classification is a hard task, observe the limitations of traditional machine learning models for image classification train, test, and improve a few different deep neural networks for image classification.

building-a-spam-filter-with-naive-bayes

In this project, we're going to study the practical side of the algorithm by building a spam filter for SMS messages.

creating_a_kaggle_workflow

In this project, we will create a Kaggle workflow based on the Titanic project. This workflow will help us find the good machine learning model to predict if a person would have survived Titanic's sinking based on his age, sex and other characteristics.

designing-and-creating-a-database

We will be working with a file of Major League Baseball games from Retrosheet. Retrosheet compiles detailed statistics on baseball games from the 1800s through to today. We will use this database to create and optimize a new database with SQL.

exploradome_tangram

Tangram form detection from live video stream

fabric_cut

A small app to help manage fabric stock

first-cv-app

A short computer vision app using Yolov4-tiny and deployed on Streamlit Cloud

flaskapi

Create an API with Flask and deploy with Docker

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

pizza-classifier

predicting-car-prices-using-machine-learning

The data set we will be working with contains information on various cars. For each car we have information about the technical aspects of the vehicle such as the motor's displacement, the weight of the car, the miles per gallon, how fast the car accelerates, and more.

predicting-house-sale-prices

We'll work with housing data for the city of Ames, Iowa, United States from 2006 to 2010 using Machine Learning to predict house sale prices.

projectsql

projet-trading

python-fun

Some fun and useful projects with Python

scrappingyt

st-paris

st-stt

A simple Speech-to-text application

st-twitch-analysis

standard_scaler_function

Function Standard Scaler

stock-bot

A script that can paper trade stocks on a daily basis in an attempt to out perform the market.

text-gen-app

A small app deployed on Streamlit Cloud using different type of algorithms for state-of-the-art text generation.

yolo3-image-recognition

Image recognition on video with YOLOV3