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Asiman Data School

Guide
Modules
Python Compiler

Guide
Modules
Python Compiler

Modules
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Module 3
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Topic 22

Module 3: Comprehensive Machine Learning

Linear Regression: theory and implementation

Topic 22, week 11, Thursday

Coming soon

The materials for this topic have not been published yet.

Topic 21Introduction to Machine Learning: supervised vs. unsupervised learning, the ML workflow, scikit-learn basics Topic 23 Regularization: Ridge and Lasso regression

Data and AI engineering education, taught by Asiman Imanzade.

The guide

The simple picture
Seven fields explained
How it all works together
Beginner questions

Modules

Module 1: Foundations of Python Programming
Module 2: Linear Algebra and Probability/Statistics
Module 3: Comprehensive Machine Learning
Module 4: Computer Vision
Module 5: NLP, Neural Networks, LLMs and RAG

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