# SIC Artificial Intelligence Artificial Intelligence course from the Samsung Innovation Campus ## Contents * [Coding Exercises](#coding-exercises) * [Chapter 2. Python Programming](#chapter-2-python-programming) * [Chapter 3. Python Libraries](#chapter-3-python-libraries) * [Chapter 4. Probability and Statistics](#chapter-4-probability-and-statistics) * [Chapter 5. Machine Learning - Part I](#chapter-5-machine-learning---part-i) * [Chapter 6. Machine Learning - Part II](#chapter-6-machine-learning---part-ii) * [Chapter 7. Machine Learning - Part III](#chapter-7-machine-learning---part-iii) * [Chapter 8. Deep Learning - Part I](#chapter-8-deep-learning---part-i) * [Chapter 9. Deep Learning - Part II](#chapter-9-deep-learning---part-ii) * [Quizzes](#quizzes) * [Chapter 2](#chapter-2) * [Chapter 3](#chapter-3) * [Chapter 4](#chapter-4) * [Chapter 5](#chapter-5) * [Chapter 6](#chapter-6) * [Chapter 7](#chapter-7) * [Chapter 8](#chapter-8) * [Chapter 9](#chapter-9) ## Coding Exercises ### Chapter 2. Python Programming * [ex_0101.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0101.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0101.ipynb) * [ex_0102.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0102.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0102.ipynb) * [ex_0103.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0103.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0103.ipynb) * [ex_0104.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0104.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0104.ipynb) * [ex_0105.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0105.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0105.ipynb) * [ex_0106.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0106.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0106.ipynb) * [ex_0107.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0107.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0107.ipynb) * [ex_0108.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0108.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0108.ipynb) * [ex_0109.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0109.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0109.ipynb) * [ex_0110.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0110.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0110.ipynb) * [ex_0111.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0111.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0111.ipynb) * [ex_0112.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0112.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0112.ipynb) * [ex_0113.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0113.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0113.ipynb) * [ex_0114.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0114.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_02_Coding_Exercises/ex_0114.ipynb) ### Chapter 3. Python Libraries * [ex_0201.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0201.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0201.ipynb) * [ex_0202.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0202.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0202.ipynb) * [ex_0203.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0203.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0203.ipynb) * [ex_0204.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0204.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0204.ipynb) * [ex_0205.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0205.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0205.ipynb) * [ex_0206.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0206.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0206.ipynb) * [ex_0207.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0207.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0207.ipynb) * [ex_0208.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0208.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0208.ipynb) * [ex_0209.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0209.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0209.ipynb) * [ex_0210.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0210.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0210.ipynb) * [ex_0211.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0211.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0211.ipynb) * [ex_0212.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0212.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0212.ipynb) * [ex_0213.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0213.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0213.ipynb) * [ex_0214.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0214.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_03_Coding_Exercises/ex_0214.ipynb) ### Chapter 4. Probability and Statistics * [ex_0301.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0301.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0301.ipynb) * [ex_0302.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0302.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0302.ipynb) * [ex_0303.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0303.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0303.ipynb) * [ex_0304.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0304.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0304.ipynb) * [ex_0305.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0305.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0305.ipynb) * [ex_0306.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0306.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0306.ipynb) * [ex_0307.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0307.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0307.ipynb) * [ex_0308.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0308.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0308.ipynb) * [ex_0309.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0309.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0309.ipynb) * [ex_0310.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0310.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0310.ipynb) * [ex_0311.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0311.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0311.ipynb) * [ex_0312.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0312.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_04_Coding_Exercises/ex_0312.ipynb) ### Chapter 5. Machine Learning - Part I * [ex_0401.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0401.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0401.ipynb) * [ex_0402.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0402.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0402.ipynb) * [ex_0403.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0403.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0403.ipynb) * [ex_0404.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0404.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0404.ipynb) * [ex_0405.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0405.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0405.ipynb) * [ex_0406.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0406.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0406.ipynb) * [ex_0407.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0407.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0407.ipynb) * [ex_0408.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0408.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0408.ipynb) * [ex_0409.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0409.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0409.ipynb) * [ex_0410.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0410.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_05_Coding_Exercises/ex_0410.ipynb) ### Chapter 6. Machine Learning - Part II * [ex_0501.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0501.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0501.ipynb) * [ex_0502.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0502.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0502.ipynb) * [ex_0503.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0503.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0503.ipynb) * [ex_0504.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0504.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0504.ipynb) * [ex_0505.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0505.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0505.ipynb) * [ex_0506.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0506.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0506.ipynb) * [ex_0507.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0507.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0507.ipynb) * [ex_0508.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0508.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_06_Coding_Exercises/ex_0508.ipynb) ### Chapter 7. Machine Learning - Part III * [ex_0601.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0601.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0601.ipynb) * [ex_0602.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0602.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0602.ipynb) * [ex_0603.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0603.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0603.ipynb) * [ex_0604.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0604.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0604.ipynb) * [ex_0605.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0605.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0605.ipynb) * [ex_0606.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0606.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0606.ipynb) * [ex_0607.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0607.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0607.ipynb) * [ex_0608.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0608.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0608.ipynb) * [ex_0609.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0609.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0609.ipynb) * [ex_0610.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0610.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0610.ipynb) * [ex_0611.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0611.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0611.ipynb) * [ex_0612.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0612.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0612.ipynb) * [ex_0613.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0613.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_07_Coding_Exercises/ex_0613.ipynb) ### Chapter 8. Deep Learning - Part I * [ex_0701.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0701.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0701.ipynb) * [ex_0702.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0702.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0702.ipynb) * [ex_0703.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0703.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0703.ipynb) * [ex_0704a.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0704a.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0704a.ipynb) * [ex_0704b.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0704b.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0704b.ipynb) * [ex_0705a.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705a.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705a.ipynb) * [ex_0705b.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705b.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705b.ipynb) * [ex_0705c.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705c.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705c.ipynb) * [ex_0705d.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705d.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0705d.ipynb) * [ex_0706.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0706.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0706.ipynb) * [ex_0707.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0707.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0707.ipynb) * [ex_0708a.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0708a.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0708a.ipynb) * [ex_0708b.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0708b.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_08_Coding_Exercises/ex_0708b.ipynb) ### Chapter 9. Deep Learning - Part II * [ex_0801.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0801.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0801.ipynb) * [ex_0802.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0802.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0802.ipynb) * [ex_0803.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0803.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0803.ipynb) * [ex_0804.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0804.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0804.ipynb) * [ex_0805.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0805.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0805.ipynb) * [ex_0806.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0806.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0806.ipynb) * [ex_0807.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0807.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0807.ipynb) * [ex_0808.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0808.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0808.ipynb) * [ex_0809.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0809.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Coding_Exercises/SIC_AI_Chapter_09_Coding_Exercises/ex_0809.ipynb) ## Quizzes ### Chapter 2 * [problem_0101.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0101.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0101.ipynb) [sol_0101.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0101.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0101.ipynb) * [problem_0102.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0102.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0102.ipynb) [sol_0102.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0102.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0102.ipynb) * [problem_0103.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0103.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0103.ipynb) [sol_0103.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0103.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0103.ipynb) * [problem_0104.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0104.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0104.ipynb) [sol_0104.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0104.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0104.ipynb) * [problem_0105.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0105.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/problem_0105.ipynb) [sol_0105.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0105.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_02_Quiz/sol_0105.ipynb) ### Chapter 3 * [problem_0201.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0201.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0201.ipynb) [sol_0201.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0201.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0201.ipynb) * [problem_0202.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0202.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0202.ipynb) [sol_0202.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0202.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0202.ipynb) * [problem_0203.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0203.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0203.ipynb) [sol_0203.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0203.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0203.ipynb) * [problem_0204.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0204.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/problem_0204.ipynb) [sol_0204.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0204.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_03_Quiz/sol_0204.ipynb) ### Chapter 4 * [problem_0301.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0301.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0301.ipynb) [sol_0301.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0301.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0301.ipynb) * [problem_0302.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0302.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0302.ipynb) [sol_0302.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0302.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0302.ipynb) * [problem_0303.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0303.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0303.ipynb) [sol_0303.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0303.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0303.ipynb) * [problem_0304.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0304.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0304.ipynb) [sol_0304.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0304.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0304.ipynb) * [problem_0305.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0305.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0305.ipynb) [sol_0305.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0305.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0305.ipynb) * [problem_0306.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0306.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0306.ipynb) [sol_0306.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0306.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0306.ipynb) * [problem_0307.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0307.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/problem_0307.ipynb) [sol_0307.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0307.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_04_Quiz/sol_0307.ipynb) ### Chapter 5 * [problem_0401.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/problem_0401.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/problem_0401.ipynb) [sol_0401.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/sol_0401.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/sol_0401.ipynb) * [problem_0402.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/problem_0402.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/problem_0402.ipynb) [sol_0402.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/sol_0402.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_05_Quiz/sol_0402.ipynb) ### Chapter 6 * [problem_0501.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/problem_0501.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/problem_0501.ipynb) [sol_0501.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/sol_0501.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/sol_0501.ipynb) * [problem_0502.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/problem_0502.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/problem_0502.ipynb) [sol_0502.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/sol_0502.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/sol_0502.ipynb) * [problem_0503.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/problem_0503.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/problem_0503.ipynb) [sol_0503.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/sol_0503.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_06_Quiz/sol_0503.ipynb) ### Chapter 7 * [problem_0601.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_07_Quiz/problem_0601.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_07_Quiz/problem_0601.ipynb) [sol_0601.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_07_Quiz/sol_0601.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_07_Quiz/sol_0601.ipynb) ### Chapter 8 * [problem_0701.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_08_Quiz/problem_0701.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_08_Quiz/problem_0701.ipynb) [sol_0701.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_08_Quiz/sol_0701.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_08_Quiz/sol_0701.ipynb) ### Chapter 9 * [problem_0801.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_09_Quiz/problem_0801.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_09_Quiz/problem_0801.ipynb) [sol_0801.ipynb](https://github.com/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_09_Quiz/sol_0801.ipynb) [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/stefannae/SIC-Artificial-Intelligence/blob/main/SIC_AI_Quizzes/SIC_AI_Chapter_09_Quiz/sol_0801.ipynb)