Merge branch 'master' of https://github.com/The-Art-of-Hacking/h4cker

ai_research/ML_Fundamentals/ai_generated/data/use_cases/README.md

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+# Use Cases
+
+- [3D_Printing_usecase.md](3D_Printing_usecase.md)
+- [Agricultural_AI_usecase.md](Agricultural_AI_usecase.md)
+- [Astronomical_Research_usecase.md](Astronomical_Research_usecase.md)
+- [Augmented_Reality_(AR)_usecase.md](Augmented_Reality_(AR)_usecase.md)
+- [Autonomous_Drones_usecase.md](Autonomous_Drones_usecase.md)
+- [Bioinformatics_usecase.md](Bioinformatics_usecase.md)
+- [Chatbots_and_Virtual_Assistants_usecase.md](Chatbots_and_Virtual_Assistants_usecase.md)
+- [Content_Creation_usecase.md](Content_Creation_usecase.md)
+- [Credit_Scoring_usecase.md](Credit_Scoring_usecase.md)
+- [Customer_Segmentation_usecase.md](Customer_Segmentation_usecase.md)
+- [Cybersecurity_usecase.md](Cybersecurity_usecase.md)
+- [Drug_Discovery_usecase.md](Drug_Discovery_usecase.md)
+- [E-commerce_Visual_Recognition_usecase.md](E-commerce_Visual_Recognition_usecase.md)
+- [E-learning_Platforms_usecase.md](E-learning_Platforms_usecase.md)
+- [Elderly_Care_Robotics_usecase.md](Elderly_Care_Robotics_usecase.md)
+- [Energy_Consumption_Optimization_usecase.md](Energy_Consumption_Optimization_usecase.md)
+- [Facial_Recognition_usecase.md](Facial_Recognition_usecase.md)
+- [Fraud_Detection_usecase.md](Fraud_Detection_usecase.md)
+- [Handwriting_Recognition_usecase.md](Handwriting_Recognition_usecase.md)
+- [Healthcare_Diagnosis_usecase.md](Healthcare_Diagnosis_usecase.md)
+- [Human_Resources_(HR)_usecase.md](Human_Resources_(HR)_usecase.md)
+- [Language_Learning_Apps_usecase.md](Language_Learning_Apps_usecase.md)
+- [Language_Translation_Services_usecase.md](Language_Translation_Services_usecase.md)
+- [Learning_Analytics_in_Education_usecase.md](Learning_Analytics_in_Education_usecase.md)
+- [Legal_Document_Analysis_usecase.md](Legal_Document_Analysis_usecase.md)
+- [Natural_Language_Processing_(NLP)_usecase.md](Natural_Language_Processing_(NLP)_usecase.md)
+- [Online_Gaming_usecase.md](Online_Gaming_usecase.md)
+- [Personalized_Marketing_usecase.md](Personalized_Marketing_usecase.md)
+- [Predictive_Analytics_usecase.md](Predictive_Analytics_usecase.md)
+- [Predictive_Maintenance_usecase.md](Predictive_Maintenance_usecase.md)
+- [Recommendation_Systems_usecase.md](Recommendation_Systems_usecase.md)
+- [Retail_Inventory_Management_usecase.md](Retail_Inventory_Management_usecase.md)
+- [Robotics_in_Manufacturing_usecase.md](Robotics_in_Manufacturing_usecase.md)
+- [Search_Engine_Optimization_(SEO)_usecase.md](Search_Engine_Optimization_(SEO)_usecase.md)
+- [Seismic_Interpretation_usecase.md](Seismic_Interpretation_usecase.md)
+- [Self-Driving_Cars_usecase.md](Self-Driving_Cars_usecase.md)
+- [Sentiment_Analysis_usecase.md](Sentiment_Analysis_usecase.md)
+- [Simulation_and_Modeling_usecase.md](Simulation_and_Modeling_usecase.md)
+- [Smart_Agriculture_usecase.md](Smart_Agriculture_usecase.md)
+- [Smart_Grids_usecase.md](Smart_Grids_usecase.md)
+- [Smart_Home_Devices_usecase.md](Smart_Home_Devices_usecase.md)
+- [Social_Media_Monitoring_usecase.md](Social_Media_Monitoring_usecase.md)
+- [Speech_Recognition_usecase.md](Speech_Recognition_usecase.md)
+- [Supply_Chain_Optimization_usecase.md](Supply_Chain_Optimization_usecase.md)
+- [Telemedicine_usecase.md](Telemedicine_usecase.md)
+- [Traffic_Management_usecase.md](Traffic_Management_usecase.md)
+- [Virtual_Reality_(VR)_usecase.md](Virtual_Reality_(VR)_usecase.md)
+- [Voice-Activated_Assistants_usecase.md](Voice-Activated_Assistants_usecase.md)
+- [Waste_Management_usecase.md](Waste_Management_usecase.md)
+- [Weather_Forecasting_usecase.md](Weather_Forecasting_usecase.md)

ai_research/ML_Fundamentals/ml_ai_datasets.md

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+# Datasets for AI / ML Research
+
+1. **UCI Machine Learning Repository**: A collection of databases, domain theories, and data generators widely used by the machine learning community.
+   Website: [UCI ML Repository](https://archive.ics.uci.edu/ml/index.php)
+   
+2. **Kaggle Datasets**: Offers a wide variety of datasets in different domains including economics, biology, computer vision, and natural language processing.
+   Website: [Kaggle](https://www.kaggle.com/datasets)
+   
+3. **AWS Public Datasets**: Amazon Web Services offers a variety of public datasets that anyone can access.
+   Website: [AWS Public Datasets](https://registry.opendata.aws/)
+   
+4. **Google Dataset Search**: A tool that enables the discovery of datasets stored across the web.
+   Website: [Google Dataset Search](https://datasetsearch.research.google.com/)
+   
+5. **Microsoft Research Open Data**: A collection of free datasets from Microsoft Research to advance state-of-the-art research in areas such as natural language processing, computer vision, and domain-specific sciences.
+   Website: [Microsoft Research Open Data](https://msropendata.com/)
+   
+6. **OpenML**: An online platform for collaborative machine learning - easily share data, models, and experiments.
+   Website: [OpenML](https://www.openml.org/)
+   
+7. **Data.gov**: The home of the U.S. Government’s open data, providing data, tools, and resources.
+   Website: [Data.gov](https://www.data.gov/)
+   
+8. **EU Open Data Portal**: Provides access to an expanding range of data from the European Union institutions and other EU bodies.
+   Website: [EU Open Data Portal](https://data.europa.eu/euodp/en/home)
+   
+9. **Awesome Public Datasets on GitHub**: A collection of high-quality open datasets in public domains.
+    GitHub Repository: [Awesome Public Datasets](https://github.com/awesomedata/awesome-public-datasets)
+   
+10. **World Bank Open Data**: Free and open access to global development data.
+    Website: [World Bank Open Data](https://data.worldbank.org/)
+   
+11. **CERN Open Data Portal**: Provides access to data generated by the Large Hadron Collider and other CERN experiments.
+    Website: [CERN Open Data Portal](http://opendata.cern.ch/)
+   
+12. **National Aeronautics and Space Administration (NASA)**: Offers a wide range of datasets related to space and Earth sciences.
+    Website: [NASA](https://data.nasa.gov/)
+   
+13. **NOAA Data Sets**: Provides access to national and global data on climate, weather, oceans, and coasts.
+    Website: [NOAA](https://www.noaa.gov/data)
+   
+14. **ImageNet**: A dataset of over 15 million labeled high-resolution images across 22,000 categories.
+    Website: [ImageNet](http://www.image-net.org/)
+   
+15. **COCO (Common Objects in Context)**: A dataset with millions of images containing objects in complex scenes with annotations.
+    Website: [COCO Dataset](https://cocodataset.org/)
+
+16. **Wikipedia: List of datasets for machine-learning research**: A wikipedia article providing a comprehensive list of datasets for machine-learning research. Website: [Wikipedia List](https://en.wikipedia.org/wiki/List_of_datasets_for_machine-learning_research)
+   
+17. **Natural Earth Data**: Offers free vector and raster map data at various scales.
+    Website: [Natural Earth Data](https://www.naturalearthdata.com/)
+   
+18. **Reddit Datasets**: A subreddit that has datasets made available by the Reddit community.
+    Website: [Reddit Datasets](https://www.reddit.com/r/datasets/)
+   
+19. **Quandl**: Provides financial, economic, and alternative datasets.
+    Website: [Quandl](https://www.quandl.com/)
+   
+20. **Stanford Large Network Dataset Collection**: A collection of large network datasets including social networks, web graphs, etc.
+    Website: [Stanford Network Analysis Project](http://snap.stanford.edu/data/index.html)
+
+These sources offer a wide range of datasets from various domains, and you can explore them based on your specific requirements and interests in machine learning.