Pinned Repositories
21_DS_Branch
The piscine focuses on basic programming skills with Python and the most popular and useful data science libraries. The participants will be able to collect data with parsing, preprocess data using Pandas and SQL and build pipelines with machine learning algorithms.
Car-Model-Classification
Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)
Handwritten-digit-recognition
Handwritten digit recognition with the MNIST dataset.
MedAymenF
mySpotify
This project is an introduction to algorithms used for recommendations: non-personalized, content-based, collaborative filtering.
Python-Module-01
The goal of this module is to get started with the Python language. You will study objects, classes, inheritance, built-in functions, magic methods, generator ...
Tamazight-Spell-Checker
Spell checker for Standard Tamazight based on the DGLAI online dictionary.
Tifinagh-OCR
MedAymenF's Repositories
MedAymenF/Handwritten-digit-recognition
Handwritten digit recognition with the MNIST dataset.
MedAymenF/MedAymenF
MedAymenF/mySpotify
This project is an introduction to algorithms used for recommendations: non-personalized, content-based, collaborative filtering.
MedAymenF/Python-Module-01
The goal of this module is to get started with the Python language. You will study objects, classes, inheritance, built-in functions, magic methods, generator ...
MedAymenF/Tifinagh-OCR
MedAymenF/21_DS_Branch
The piscine focuses on basic programming skills with Python and the most popular and useful data science libraries. The participants will be able to collect data with parsing, preprocess data using Pandas and SQL and build pipelines with machine learning algorithms.
MedAymenF/Car-Model-Classification
Car Model classification using Stanford Cars Dataset for Grab AI For Sea challenge on computer vision (https://www.aiforsea.com/computer-vision)
MedAymenF/computorv1
This project aims to make you code a simple polynomial equation solver.
MedAymenF/Tamazight-Spell-Checker
Spell checker for Standard Tamazight based on the DGLAI online dictionary.
MedAymenF/Check-OCR
MedAymenF/churn
This project is an introduction to artificial neural nets: fully-connected neural nets, hidden layers, activation functions, back-propagation, dropout.
MedAymenF/common-voice-stats
A living document for all things Common Voice.
MedAymenF/docs
TensorFlow documentation
MedAymenF/DSLR
This project is about data exploration and logistic regression.
MedAymenF/ft_linear_regression
This project is an introduction to machine learning.
MedAymenF/LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
MedAymenF/ML-Module-00
The goal of this module is to discover the concept of linear regression. You will study, in this module the keys concepts in linear algebra to achieve univariate linear regression.
MedAymenF/ML-Module-01
The goal of this module is to get started with the basics of linear regression. You will study, in the field of machine learning, what we call an hypothesis, cost function, gradient descent and some notions of feature scaling.
MedAymenF/ML-Module-02
The goal of this module is building on what you did on the previous modules. You will extend the linear regression to handle more than one features. Then you will see how to build polynomial models and how to detect overfitting.
MedAymenF/ML-Module-03
The goal of this module is to discover your first classification algorithm: logistic regression. You will learn its loss function, gradient descent and some metrics to evaluate its performance.
MedAymenF/ML-Module-04
The goal of this module is to discover the concepts of regularization and how to implement it into the algortihms you already saw until now.
MedAymenF/multilayer-perceptron
This project is an introduction to artificial neural networks thanks to the implementation of a multilayer perceptron.
MedAymenF/notebooks
Repository for deepdoctection tutorial notebooks
MedAymenF/openaedmap-frontend
Map which shows locations of defibrillators (AEDs) and allows adding new ones.
MedAymenF/Python-Module-00
This first module of Python is designed to to get started with the Python language. You will study basic setup, variables, data types, functions, ...
MedAymenF/Python-Module-02
The goal of this module is to tackle advanced notions of Python. You will learn more about decorators, lambda, context manager, build package,
MedAymenF/Python-Module-03
This fourth module of Python is designed to to get started with the library Numpy.
MedAymenF/Python-Module-04
This fifth module is dedicated to the manipulation of Pandas library, widely used in datascience field.
MedAymenF/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
MedAymenF/tweets
This project is an introduction to natural language processing: bag of words, TFIDF, stemming, lemmatization, stop-words, cosine similarity, n-grams, word2vec.