_toc.yml

format: jb-book
root: index
parts:
  - caption:  "Herramientas Básicas"
    chapters:
      - file: mat281/lectures/basic_tools/lecture_000_intro
        sections:
          - file: mat281/lectures/basic_tools/lecture_000_configuraciones
      - file: mat281/lectures/basic_tools/lecture_011_os
      - file: mat281/lectures/basic_tools/lecture_015_git
      - file: mat281/lectures/basic_tools/lecture_013_ide
      - file: mat281/lectures/basic_tools/lecture_016_venv
      - file: mat281/lectures/basic_tools/lecture_012_python
      - file: mat281/lectures/basic_tools/lecture_014_jupyter

  - caption: Computación cientifica
    chapters:
      - file: mat281/lectures/data_manipulation/scientific_computing/numpy
      - file: mat281/lectures/data_manipulation/scientific_computing/scipy
      - file: mat281/lectures/data_manipulation/scientific_computing/sympy

  - caption: Manipulación de datos
    chapters:
      - file: mat281/lectures/data_manipulation/data_manipulation/base_datos
      - file: mat281/lectures/data_manipulation/data_manipulation/pandas/pandas
        sections:
          - file: mat281/lectures/data_manipulation/data_manipulation/modulos_pandas/groupby
          - file: mat281/lectures/data_manipulation/data_manipulation/modulos_pandas/merge_concat
          - file: mat281/lectures/data_manipulation/data_manipulation/modulos_pandas/pivot
      - file: mat281/lectures/data_manipulation/data_manipulation/sqlalchemy/sqlalchemy

  - caption: Visualización
    chapters:
      - file: mat281/lectures/data_manipulation/visualization/visualizacion/introduction
      - file: mat281/lectures/data_manipulation/visualization/visualizacion/imperativa
        sections:
          - file: mat281/lectures/data_manipulation/visualization/visualizacion/matplotlib
      - file:  mat281/lectures/data_manipulation/visualization/visualizacion/declarativa
        sections:
          - file:  mat281/lectures/data_manipulation/visualization/visualizacion/seaborn
  - caption: Análisis exploratorio de datos
    chapters:
      - file: mat281/lectures/data_manipulation/eda/intro
      - file: mat281/lectures/data_manipulation/eda/eda

  - caption: Machine Learning
    chapters:
      - file: mat281/lectures/ml/introduccion_ml/introduccion
      - file: mat281/lectures/ml/analisis_supervisado_regresion/intro
        sections:
          - file: mat281/lectures/ml/analisis_supervisado_regresion/02_regresion_lineal
          - file: mat281/lectures/ml/analisis_supervisado_regresion/02_modelos_regresion
      - file: mat281/lectures/ml/analisis_supervisado_clasificacion/intro
        sections:
          - file: mat281/lectures/ml/analisis_supervisado_clasificacion/02_clasificacion
      - file: mat281/lectures/ml/introduccion_ml/no_supervisados
        sections:
          - file: mat281/lectures/ml/analisis_no_supervisado/03_clustering
          - file: mat281/lectures/ml/analisis_no_supervisado/03_reduccion_dimensionalidad

      - file: mat281/lectures/ml/overfitting/04_overfitting_underfitting
        sections:
          - file: mat281/lectures/ml/overfitting/04_reducir_overfitting
      - file: mat281/lectures/ml/time_series/05_series_temporales