/Data-Science

Data analytics code in Python. (t-SNE, PCA, grid-search, time series, TensorFlow & Reinforcement Learning )

Primary LanguageJupyter Notebook

Data-Science

Data analytics code in Python

  1. Data Cleaning

  2. Data Encoding

  3. Visualization

  4. Transformation

  5. Bias Discovery and Goal Focus

  6. Feature Engineering -- Principal Components Analysis (PCA)

  7. Feature Engineering -- T-SNE

  8. Time Series

  9. Grid Search

TensorFlow

Reinforcement Learning

  1. MDP, MRP
  2. Policy iteration and Value iteration in simple gridworld