ModelOps to Manage Data Science Activities
- Data Science
- Structured vs. Unstructured Data
- Statistical Analysis (Hypothesis Testing)
- Artificial Intelligence (AI)
- Machine (Deep) Learning (ML)
- Artificial Neural Networks
- Training / Testing
- Tools
- R
- Python (Jupyter Notebook)
- Statistics (SAS), MatLab, Excel/PowerBI, Tableau, RapidMiner
- ETL / MDM - See DataOps
- Applications
- Image Analysis (Dog v Cats, OCR)
- Large Language Models (LLMs)
- ChatGPT
- Bing CoPilot
- Google Gemini
- Generative Design
- Music / Art in Style of existing artist
- Image drawn with all components request
- Visualizing Results (Business Science)
- Predictive Modeling
