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Guide
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Python Compiler

Guide
Modules
Python Compiler

Modules
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Module 3
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Topic 26

Module 3: Comprehensive Machine Learning

Train/test split and cross-validation

Topic 26, week 13, Thursday

Coming soon

The materials for this topic have not been published yet.

Topic 25Classification metrics: accuracy, precision, recall, F1-score, ROC-AUC Topic 27 Overfitting, underfitting, and the bias-variance tradeoff

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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