astronomy_and_astrophysics:ai_atmosphere_core_skills_and_knowledge_layers
AI Atmosphere Core skills and Knowledge layers
- AI and ML Algorithms: Neural Networks, Supervised, Unsupervised, and Reinforcement Learning.
- Python Programming: Functions, Object-Oriented Programming, data visualization with Matplotlib and Seaborn.
- R Programming: Statistical analysis and data visualization with ggplot2 and dplyr.
- SQL and Databases: Queries, joins, procedures, and indexing.
- Power BI and Excel: Data analysis, reporting, and business intelligence.
- Mathematical Foundations: Linear Algebra, Statistics, Calculus, Probability.
- Tool Integration: Integration strategies for efficient data management.
astronomy_and_astrophysics/ai_atmosphere_core_skills_and_knowledge_layers.txt · Last modified: by aperez