https://github.com/bjam24/agh-artificial-intelligence-in-information-systems
https://github.com/bjam24/agh-artificial-intelligence-in-information-systems
Last synced: 8 months ago
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- Host: GitHub
- URL: https://github.com/bjam24/agh-artificial-intelligence-in-information-systems
- Owner: bjam24
- Created: 2024-07-06T00:18:36.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2024-07-07T13:14:05.000Z (almost 2 years ago)
- Last Synced: 2025-03-24T11:21:33.467Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 1010 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Artificial Intelligence in Computer Science Systems 🤖🖥️
This course focuses on implemention of artificial intelligence methods in Computer Science systems.
## Course Schedule: 📚
1. Introduction
2. Building a Logistic Regression Model (Data related to IT system operation).
3. Building Decision Trees (Data related to IT system operation).
4. Training Neural Networks Using GPU.
5. Utilizing Machine Learning on Embedded Devices (TensorFlow Lite).
6. Artificial Intelligence and Building IT Systems Based on Cloud Services 1 (Google Cloud).
7. Artificial Intelligence and Building IT Systems Based on Cloud Services 2 (Amazon Web Services).
8. Machine Learning on Large Datasets (Apache Spark).