Hussam Al-Homsi's repositories
introduction_process_mining_using_pm4py
This tutorial meant as an introduction to process mining using PM4PY library in Python
crossing_turtle_game
Just playing around with python to create my favorit childhood game
customer_segmentation_with_KMeans
The tutorial is meant as an introduction to customer analytics and to show you the power of clustering and segmentation. We'll go through manual clustering at first and then progress to use machine learning (unsupervised learning) to perform simple clustering tasks
Data_preprocessing_pandas
Something i personally use as cheat sheet when playing with data.
plotly_quick_ref
A reference codes with viz for the awesome library Plotly
streamlit_trade_journal
Journal and visualize Trade statistics using Streamlit
Viz_tips_tricks_cheatsheet
Something I personally use as cheat sheet for seaborn and visualization in general
customer_churn
Telecom_customer_churn
Hurrican_damage_detector_using_ResNet50
Using satellite imagery to detect house damages by utilizing CNN
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
dealing_with_missing_values
A collection of different approaches to dealing with missing data
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.
Network_analysis_PM4PY
This is just a demonstration of network analysis possibility within PM4PY
PineScripts
These are my favourite Tradingview indicators.
PM4PY
Process Mining
pm4py-core
Public repository for the PM4Py (Process Mining for Python) project.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
solid-octo-robot
Streamlit app showing state to state migration
StreamlitFormExample-app
Web application for the data-driven management of a small healthcare facility. Proof of Concept of a wider platform project in the Patient Satisfaction area
time-series-decomposition-from-scratch
A small walk through on how we can decompose a time series into trend, seasonality and residual
TradingView
TradingView
translate-pptx
Using Selenium and DeepL to translate powerpoint files with python-pptx
us_states_game
An educational simple game to learn the names of us states. Of course, you can replace the US with any other country or continent