elrayah

AB-Testing

A/B Testing — A complete guide to statistical testing

advanced-python-language-features-4311093

This repo is for the Linkedin Learning course: Advanced Python: Language Features

book

This is the site for the book “AI Search Algorithms for Smart Mobility”: https://smartmobilityalgorithms.github.io/book/index.html

courses

Anthropic's educational courses

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

geospatialdatascience

Course materials for: Geospatial Data Science

Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

Machine-Learning-Using-TensorFlow-Cookbook

Machine Learning Using TensorFlow Cookbook, published by Packt

Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

elrayah/AB-Testing

A/B Testing — A complete guide to statistical testing

elrayah/advanced-python-language-features-4311093

This repo is for the Linkedin Learning course: Advanced Python: Language Features

elrayah/book

This is the site for the book “AI Search Algorithms for Smart Mobility”: https://smartmobilityalgorithms.github.io/book/index.html

elrayah/courses

Anthropic's educational courses

elrayah/siMMMulator

siMMMulator is an open source R-package that helps users to generate simulated data to plug into Marketing Mix Models (MMMs). The package features a variety of functions to help users build a data set from scratch.

elrayah/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

elrayah/geospatialdatascience

Course materials for: Geospatial Data Science

elrayah/Machine-Learning-Collection

A resource for learning about Machine learning & Deep Learning

elrayah/Machine-Learning-Using-TensorFlow-Cookbook

Machine Learning Using TensorFlow Cookbook, published by Packt

elrayah/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

elrayah/100-Days-Of-ML-Code

100 Days of ML Coding

elrayah/100-DaysOf-Code-dataScience

elrayah/ARIMA-And-Seasonal-ARIMA

elrayah/awesome-marketing-machine-learning

A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference and more

elrayah/cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

elrayah/Data-Science

About Exploratory Data Analysis (EDA), Prediction (Regression), Prediction (Classification), Cluster analysis (Unclassified data) and Advanced data science (Deep Learning)

elrayah/Data-Science-EBooks

Data Science E-books, Interview Resources and Cheat-sheets

elrayah/Data-Science-sarahfuchi

Exploratory Data Analysis (EDA), Prediction (Regression), Prediction (Classification), Cluster analysis (Unclassified data) and Advanced data science (Deep Learning)

elrayah/elrayah

My personal repository

elrayah/geospatial-data-science

Course materials for Geospatial Data Science (GEOG490)

elrayah/Hands-On-Data-Science-for-Marketing

Hands-On Data Science for Marketing, published by Packt

elrayah/Interview-Prepartion-Data-Science

elrayah/ipywidgets_crash_course

IPywidgets Crash Course

elrayah/lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

elrayah/ml-with-apache-spark

A series of Jupyter notebooks that walk you through Machine Learning with Apache Spark ecosystem using Spark MLlib, PyTorch and TensorFlow.

elrayah/prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

elrayah/pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

elrayah/Python-for-Computer-Vision-OpenCV-Deep-Learning

elrayah/The-Grand-Complete-Data-Science-Materials

elrayah/youtube-tutorials

Collection of resources used on QuantPy YouTube channel.