https://github.com/deepcloudlabs/ain2002-2024.2025-introduction.to.data.science

AIN2002: Introduction to Data Science
https://github.com/deepcloudlabs/ain2002-2024.2025-introduction.to.data.science

numpy pandas python r scikit scikit-learn

Last synced: 2 months ago
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AIN2002: Introduction to Data Science

• Host: GitHub
• URL: https://github.com/deepcloudlabs/ain2002-2024.2025-introduction.to.data.science
• Owner: deepcloudlabs
• License: mit
• Created: 2025-03-08T08:11:42.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2025-03-08T08:18:22.000Z (2 months ago)
• Last Synced: 2025-03-08T09:24:16.484Z (2 months ago)
• Topics: numpy, pandas, python, r, scikit, scikit-learn
• Language: R
• Homepage: http://www.bau.edu.tr
• Size: 5.27 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# AIN2002: Introduction to Data Science

Module 1: Introduction to Data Science

Module 2: Fundamentals

Module 3: Data Understanding

Module 4: Data Pre-Processing, Cleaning, Preparation

Module 5: Dimensionality Reduction: Feature Extraction and Feature Selection

Module 6: Supervised Learning: Model Selection and Generalization

Module 7: Supervised Learning Algorithms

Module 8: Unsupervised Learning (Clustering)

Module 9: Anomaly Detection

Module 10: Data Science on Cloud