WHICH PENGUIN IS THIS?
======================

A sample AI project for CBSE Class X, Artificial Intelligence (Subject Code
417), Part C - Project Work. From LambdaLab - https://www.lambdalab.in

WHAT IS IN HERE
  penguin_species.py          the program, one section per stage of the AI Project Cycle
  penguin_species.ipynb       the same program as a Jupyter notebook
  penguins.csv                the data it reads
  chart1_species_count.png    a chart the program draws
  chart2_flipper_mass.png     a chart the program draws
  chart3_bill.png             a chart the program draws
  chart4_confusion_matrix.png a chart the program draws
  chart5_models_compared.png  a chart the program draws

HOW TO RUN IT
  1. Install the libraries once:  pip install pandas numpy matplotlib
  2. Keep this folder together - the program looks for its data beside it.
  3. Either run:  python penguin_species.py
     or open penguin_species.ipynb in Jupyter Notebook and run the cells in order.
  The charts are saved into this folder as PNG files.

THE DATA
  The dataset is a real, public one. Its source and licence are given in the
  References section of the report. Say so in your own report too.

THE NO-CODE VERSION
  The curriculum also builds AI projects without code, in Orange Data Mining.
  The report shows how to build this same project there.

The full report, with every section CBSE marks, is on the project's page:
  https://www.lambdalab.in/learn/ai-10-projects/penguin-species
