Map of Content
The Data Archive is continuously growing, here are some starting points.
Tag Meanings
| Tag | Meaning | Related Tags |
|---|---|---|
| classifier | A model that predicts categories or labels. | model_algorithm,ml_process |
| regressor | A model that predicts continuous values. | model_algorithm,ml_process |
| evaluation | Assessing model performance using metrics. | ml_process |
| clustering | Grouping similar data points together. | data_exploration |
| deep_learning | A type of machine learning using multi-layered neural networks. | ml_process |
| anomaly_detection | Identifying rare or unusual data points. | data_quality |
| model_algorithm | Methods used by models to make predictions. | ml_process |
| model_architecture | The design and structure of machine learning models. | deep_learning |
| data_transformation | Changing data into a different format for analysis. | data_cleaning |
| ml_process | Steps for developing and deploying machine learning models. | ml_optimisation |
| ml_optimisation | Improving the performance of machine learning models. | model_explainability |
| model_explainability | Understanding how a model makes predictions. | ml_process |
| GenAI | Algorithms that generate new content or data. | language_models |
| language_models | Models for understanding and generating human language. | NLP |
| NLP | Techniques for processing and analyzing natural language. | language_models |
| data_modeling | Creating blueprints for data systems. | data_management |
| database | A structured collection of data. | data_storage |
| data_storage | Methods for storing data for future use. | data_management |
| data_quality | Assessing the accuracy and reliability of data. | data_governance |
| data_governance | Managing data availability and security. | data_quality |
| data_orchestration | Automating data processes and workflows. | ml_process |
| data_cleaning | Correcting or removing inaccurate data. | data_quality |
| data_management | Practices for handling data securely and efficiently. | data_governance |
| data_exploration | Analyzing data to summarize key characteristics. | data_visualization |
| career | Areas of professional interest and development. | |
| energy | Concepts related to the energy sector. | |
| software | Programs and applications for computers. | |
| business | Terms related to business operations and strategy. | |
| code_snippet | Reusable pieces of code for specific tasks. | |
| data_visualization | Graphical representation of data to communicate insights. | |
| statistics | Concepts and methods in the field of statistics. | |
| math | Concepts and methods in mathematics. | |
| drafting | Notes that are in the process of being created. | |
| question | Notes that pose inquiries or seek information. | |
| field | Areas of related concepts or topics. |