Data Science

What? Data Science is about knowledge discovery from big data.

• Four V’s of big data: Volume, Velocity, Variety, Veracity

Modules

• Managing Data
• Classification
  • Machine Learning
  • K Nearest Neighbors (KNN)
  • Decision Tree
  • Naïve Bayes
  • Support Vector Machine (SVM)
  • Neural Networks
  • Model Evaluation
  • Vector Embeddings
• Clustering
  • K-Means
  • DBSCAN
  • PCA
  • t-SNE
• Statistical Inference
  • Linear Regression
  • Logistic Regression
• Causality