Ayoub HAIDA's repositories
Analyze-steps-monitoring-data-using-R
Analzye steps data using R
Performance-Prediction-with-Wearable-Tech-Data
analyze data from accelerometers placed on the belt, forearm, arm, and dumbbell of six participants. These individuals were tasked with executing barbell lifts, both correctly and incorrectly, in five distinct manners
RL-trading-strategy
Utilizing reinforcement learning, this project implements a dynamic algorithmic trading strategy based on Q-learning with a deep Q-network. The Jupyter Notebook explores agent decisions on buying, selling, or holding Nasdaq stocks over a ten-year period (2014-2023).
Air-Pollution-USA-1999-2012
Analyze the Pollution index from 1999 to 2012 in the USA using R.
Algorithms-Stanford-Programming-Assignments
Programming assignments for the Stanford University Algorithms Specialization
Data-Visualization-with-ggplot2
The Exercise solution of the 1st chapter (Data Visualization with ggplot2) of Hadley Wickham's book "R for Data Science"
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
Geometric-Brownian-Motion-Simulation
R code to generate and plot sample paths Geometric Brownian Motion for different volatilities
julia-PDE-solver
Julia file that solves a partial differential equation (PDE) using three parts: (1) setting up the PDE, (2) defining the numerical method for solving the PDE, and (3) running the simulation
toothgrow-stat-analysis
A Basic Statistical Analysis of the ToothGrowth Dataset (The Effect of Vitamin C on Tooth Growth in Guinea Pigs)
Bayesian-Network-for-Genetic-Inheritance
Constructing Bayesian Networks for Genetic Inheritance
datasharing
The Leek group guide to data sharing
Galaxy-S-smartphone-wearable-data
Prepare tidy data from Samsung Galaxy S smartphone accelerometer data for wearable computing analysis in this project repository
Hospital-Ranking-Project
analyze hospital performance and ranking based on various healthcare outcome measures, such as 30-day mortality rates for different medical conditions (heart attack, heart failure, and pneumonia).
maximizing_a_normal_likelihood
GitHub repository for normal likelihood maximization and plotting in R
Motor-Trend-Data-Regression-Analysis
exploring the relationship between a set of variables and miles per gallon (MPG) (outcome)
Naive-bayes-text-classifier
Bernoulli and Multinomial Naïve Bayes classifiers for documents using Julia
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
swirl_courses
:mortar_board: A collection of interactive courses for the swirl R package.
multiasset-option-pricing-3-diff
Three different examples of multi-asset option pricing problems using stochastic analysis and deep learning.
Python-Mini-games
Some python mini-games you can run in your terminal
wine-quality-prediction
An app to explore and model predictors of vinho verde quality using R, shiny, and more.
machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.