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16bit_cpu

16-bit CPU written in VHDL

amineagrane

capstone-project-predict-text

coursera-regression-model-project

Coursera Regression Models Course Project

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-capstone-project

data_integration_from_various_sources

This project implement a simple mediator in java that will integrate and merge different sources of data in the field of cinema.

data_science_for_all

Code and resources for my blog and articles to share Data Science and AI knowledge and learnings with everyone

datasharing

The Leek group guide to data sharing

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

dog_breed_classification

This project is a multi-class image classification. I have used TensorFlow `mobilenet_v2_130_224` (https://tfhub.dev/google/imagenet/mobilenet_v2_130_224/classification/4) to build and train a Neural Network that will classify dog breed from images passed as input.

finite-state-automaton-library

The aim of this project is to design and implement a library allowing to generate and represent finite state machine also know as finite automaton. The library will also implement algorithms to perform operations that are specific to finite state automaton : Determination, Minimization, Complementary, Elimination of ***ε*** transitions, etc

floyd_steinberg

Réduction du nombre de couleurs utilisé dans une image par application de L'algorithme de Floyd-Steinberg.

french-word-embeddings

French word embeddings from series sub-titles

ibm-ai-engineer-projects

mastermind_human_vs_machine

Simple Mastermind game usable in console mode.

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

mslearn-dp100

Lab files for Azure Machine Learning exercises

os-file-system

OS Project : Simple file manager that uses a simulated partition (UNIX file) as support to store files and directories.

paris_restaurants_analysis

parsr

Transforms PDF, Documents and Images into Enriched Structured Data

python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

spark-streaming-twitter

Building pipeline to process the real-time data using Spark and Mongodb.

steganography

textsplit

Segment documents into coherent parts using word embeddings.

wargame_alpha_beta_pruning

The goal of this project is to create a simplified version of "wargame" to be played by 2 players and to implement a low-level artificial intelligence, so that it can play a game and compete with a human player. The Minimax algorithm is then implemented and optimized with the alpha/beta pruning.

web-scraping-and-topics-modeling-android-appstore

This project consists in performing a Topics Modeling as well as a sentiment analysis on user opinions of Android applications. Data is extracted using Web Scrapping from the Google Play Store.

webscraping

wine_quality_datamining_project

We build a machine learning model to predict if a wine is considered as good or not. The model takes as input some wine characteristics (alcohol content, acidity, etc), and then describes the quality of the wine as (“Good” or “Bad”). We starts with decision tree and then use Random Forest to improve our classification scores.