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Kaggle Courses

Lecture notes and programming exercise from all Tutorials on Kaggle. You can find all my works here.

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Tutorial 1 - Intro to Programming

Lecture Notes

Exercise

Tutorial 2 - Python

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Exercise

Tutorial 3 - Intro to Machine Learning

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Exercise

Tutorial 4 - Pandas

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Tutorial 5 - Intermediate to Machine Learning

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Tutorial 6 - Data Visualization

Lecture Notes

Exercise

Tutorial 7 - Feature Engineering

Lecture Notes

Exercise

Tutorial 8 - SQL

Lecture Notes

Exercise

Tutorial 9 - Advanced SQL

Lecture Notes

Exercise

Tutorial 10 - Introduction to Deep Learning

Lecture Notes

Exercise

Tutorial 11 - Computer Vision

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Exercise

Tutorial 12 - Data Cleaning

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Exercise

Tutorial 13 - Time Series

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Exercise

Tutorial 14 - Intro to AI Ethics

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Tutorial 15 - Geospatial Analysis

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Tutorial 16 - Machine Learning Explainability

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Tutorial 17 - Intro to Game AI and Reinforcement Learning

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Exercise