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arduino_with_kids

aws-tutorials

Set of various example using AWS. From simple bastion host / server setup to Rekognition service use.

bdd_with_flask_and_behave

Sample project showing how to use BDD (behavior driven development) using behave in Flask context.

compactpredictiontree_sequence-prediction

Project using Compact Prediction Tree Algorithm. Based on the paper "Compact Prediction Tree : A lossless model for accurate sequence prediction"

datascience_and_ann

Collections of notebooks introducing Neural networks

deep-learning-with-pytorch

Class labs introducing PyTorch Neural Networks

django-website

docker_flask_api_basics

Simple example on how to setup a Flask API running in Docker and using machine learning model.

dualboot_win10_ubuntu

How to install Ubuntu alongside Windows. Notes on how to setup computer when switching from Pure windows to Dual boot Windows/Ubuntu. Tricks

frenchaccidents_viz_with_apache_superset

Apache Superset step by step hands-on and review using open data related to Accidents involving kids in France in 2019

got-survival_analysis

A survival analysis of Game Of Thrones characters using R. What are the features that give you more chances to survive in GOT?

hadoop-spark

Reminders, tips and tricks for commands/code running on hadoop cluster (HortonWorks HDP sandbox)

machine-learning-projects

set of projects using different classical machine learning (classification / regression) method (using scikit learn)

metaheuristics_optimizations

Optimizations using Metaheuristics (GA, PSO, ABC...) for solving Travelling salesman Problem (38 / 194 cities) and CEC2008 benchmark functions.

netlogo-agent_based_modeling-supermarket

How long will you wait at checkout and how will it impact supermarket revenues. Project using netlogo for population based modeling.

neural_networks_counting_fingers

Count how many finger I show to the webcam. Computer vision applied to gesture recognition. Comparing results from different models.

python-programming

Collections of python code (for OOP), notebooks and some basic projects (TSP, Tweepy scrapper)

rl_maze_solver

How to get out of maze (generated with mazegenerator.net) using QTable Learning

rpi-nginx-reverseproxy_homesetup

Project to run a secured reverse proxy on Raspberry Pi using NGinx to access several servers at home using a unique WAN IP

rpi-setup

Tips and notes when setting up a Raspberry Pi for docker usage

sql

Reminders for SQL and TSQL, uses in Python using Pyodbc

tests_and_bdd_example_fizzbuzz

Sample project to explain difference between unit test and BDD in python

time_serie_incoming_flow

usefull-code

My tips and tricks for everyday situations: setting up work environment