Ayman A. Amin's repositories
AdvancedTimeSeries-872
Bayesian methods for time series analysis with code in Julia
AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
andrewcharlesjones.github.io
A minimalist Jekyll theme for running a personal blog
BigBookofR
The biggest collection of R books (and maybe later some other resources too)
brinla
Bayesian Regression with INLA
data-science-at-the-command-line
Data Science at the Command Line
data_analysis
Streamline a data analysis process
datacamp-downloader
Download your completed courses on Datacamp easily!
FirstPrinciplesOfMath
First Principles of Math
fpp3scripts
R scripts used in fpp3 book
Frequency-based-ensemble-forecasting-model
Frequency-based EnsEmble Forecasting model
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
hierarch_bayes
Bayesian estimation methods for hierarchical reconciliation
Introduction-To-Probability-Blitzstein-Solutions
Unofficial solutions manual for Introduction to Probability, Second Edition by Joseph Blitzstein and Jessica Hwang.
IntroStatTextbook
Montana State Introductory Statistics with R - An open resources textbook for Stat 216 Introductory Statistics at Montana State University.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
stat-cookbook
:orange_book: The probability and statistics cookbook
stat0002book
STAT0002 Introduction to Probability and Statistics book of notes
tsa4
R code for Time Series Analysis and Its Applications, Ed 4
tsda
Time Series for Data Science - R Code used in Time Series: A Data Analysis Approach Using R