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ai_research/ethics_privacy/README.md

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+# AI Ethics and Privacy Resources
+
+
+### Databases for Human Activity Recognition:
+
+1. **MobiAct**  
+   - URL: [MobiAct GitHub](https://github.com/MatheLi/Fall_Detection_App_AI/blob/master/posts/The_dataset.md)
+   
+2. **NHANES Dataset**  
+   - URL: [NHANES](http://www.sal.disco.unimib.it/technologies/unimib-shar/)
+   
+3. **UniMiB SHAR**  
+   - URL: [UniMiB SHAR](https://wwwn.cdc.gov/nchs/nhanes/)
+   
+4. **UCI Human Activity Recognition Using Smartphones Dataset**  
+   - URL: [UCI HAR Dataset](https://archive.ics.uci.edu/dataset/240/human+activity+recognition+using+smartphones)
+
+5. **ISDM (Wireless Sensor Data Mining)**  
+   - URL: [ISDM on GitHub](https://github.com/topics/wireless-sensor-data-mining)
+
+6. **HHAR (Heterogeneity Human Activity Recognition)**  
+   - URL: [HHAR on GitHub](https://github.com/Limmen/Distributed_ML)
+
+7. **PAMAP2 Physical Activity Monitoring**  
+   - URL: [PAMAP2 on UCI](https://archive.ics.uci.edu/dataset/231/pamap2+physical+activity+monitoring)
+
+8. **Daphnet Freezing of Gait**  
+   - URL: [Daphnet on UCI](https://archive.ics.uci.edu/dataset/245/daphnet+freezing+of+gait)
+
+9. **Actitracker**  
+   - URL: [Actitracker on GitHub](https://github.com/gomahajan/har-actitracker)
+
+10. **Daily and Sports Activities**  
+    - URL: [Daily and Sports Activities on UCI](https://archive.ics.uci.edu/dataset/256/daily+and+sports+activities)
+
+11. **Smartphone Dataset for Human Activity Recognition (HAR) in Ambient Assisted Living (AAL)**  
+    - URL: [HAR in AAL on UCI](https://archive.ics.uci.edu/dataset/364/smartphone+dataset+for+human+activity+recognition+har+in+ambient+assisted+living+aal)
+
+12. **Opportunity Activity Recognition**  
+    - URL: [Opportunity on UCI](https://archive.ics.uci.edu/dataset/226/opportunity+activity+recognition)
+
+13. **CASAS**  
+    - URL: [CASAS](https://casas.wsu.edu/datasets/)
+    
+14. **MSR Daily Activity 3D**  
+    - URL: [MSR Daily Activity 3D](https://wangjiangb.github.io/my_data.html)
+
+15. **REALDISP Activity Recognition Dataset**  
+    - URL: [REALDISP](https://mldta.com/dataset/realdisp-activity-recognition-dataset/)
+
+### Tools & Methods for Data Collection, Cleaning, and Analysis:
+
+- **Data Collection**:
+  - APIs and SDKs
+  - Wireless transmission
+
+- **Data Cleaning**:
+  - Pandas
+  - Sci-kit learn
+
+- **Data Analysis**:
+  - TensorFlow and Keras
+  - Matplotlib and Seaborn
+