You better watch out,
You better not cry,
SELECT * FROM children
WHERE behavior = ‘nice’;
SQL Clause is coming to town.

– Traditional Database Administrator Holiday Carol

🙂

Fundamentals of Data Science: Transforming Data into Action

  • Data
  • Information
  • Knowledge
  • Intelligence
  • Action

Methodologies

  • Statistical analysis
  • Regression
  • Classification
  • Clustering
  • Time series analysis
  • Anomaly detection
  • NLP
  • Distributed ML
  • Graph analysis
  • Recommender systems
  • Neural networks / Deep learning

Data Science Pipeline

  1. Planning
  2. Acquisition
  3. Preparation
  4. Exploration
  5. Modeling
  6. Delivery
  7. Maintenance