Ahmed T. Hammad
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📽️️ Slides

Some slides I have been using here and there to teach different topics 🧑‍🏫


Data Management in Python. Here I showcasing how Pandas empowers us to efficiently handle, analyze, and manipulate datasets


Statistics & Probabilities. All you need to know to get your started with Statistics & Probabilities


Intro to ML. History and application of Machine Learning with Python


Linear Regression. Running, intepreting and using the most famous algorithm ever!


Ensemble Methods. Improve accuracy of results in models by combining multiple models instead of using a single model. All you need to know about Trees algorithms and more.


Model Tuning. Adjusting a machine learning model involves tweaking specific settings, like control knobs, to help it learn better.