_site/courses.json

{
  "functional_programming": {
    "id": "functional_programming",
    "title": "Functional Programming",
    "description": "\ud83d\udea7 This collection is a .",
    "notebooks": [
      {
        "id": "05_functors",
        "path": "functional_programming\\05_functors.py",
        "display_name": "Functors",
        "order": 5,
        "original_number": "05"
      }
    ]
  },
  "optimization": {
    "id": "optimization",
    "title": "Optimization",
    "description": "This collection of marimo notebooks teaches you the basics of convex optimization.",
    "notebooks": [
      {
        "id": "01_least_squares",
        "path": "optimization\\01_least_squares.py",
        "display_name": "Least Squares",
        "order": 1,
        "original_number": "01"
      },
      {
        "id": "02_linear_program",
        "path": "optimization\\02_linear_program.py",
        "display_name": "Linear Program",
        "order": 2,
        "original_number": "02"
      },
      {
        "id": "03_minimum_fuel_optimal_control",
        "path": "optimization\\03_minimum_fuel_optimal_control.py",
        "display_name": "Minimum Fuel Optimal Control",
        "order": 3,
        "original_number": "03"
      },
      {
        "id": "04_quadratic_program",
        "path": "optimization\\04_quadratic_program.py",
        "display_name": "Quadratic Program",
        "order": 4,
        "original_number": "04"
      },
      {
        "id": "05_portfolio_optimization",
        "path": "optimization\\05_portfolio_optimization.py",
        "display_name": "Portfolio Optimization",
        "order": 5,
        "original_number": "05"
      },
      {
        "id": "06_convex_optimization",
        "path": "optimization\\06_convex_optimization.py",
        "display_name": "Convex Optimization",
        "order": 6,
        "original_number": "06"
      },
      {
        "id": "07_sdp",
        "path": "optimization\\07_sdp.py",
        "display_name": "Sdp",
        "order": 7,
        "original_number": "07"
      }
    ]
  },
  "polars": {
    "id": "polars",
    "title": "Polars",
    "description": "\ud83d\udea7 This collection is a work in progress. Please help us add notebooks!",
    "notebooks": [
      {
        "id": "01_why_polars",
        "path": "polars\\01_why_polars.py",
        "display_name": "Why Polars",
        "order": 1,
        "original_number": "01"
      },
      {
        "id": "04_basic_operations",
        "path": "polars\\04_basic_operations.py",
        "display_name": "Basic Operations",
        "order": 4,
        "original_number": "04"
      },
      {
        "id": "12_aggregations",
        "path": "polars\\12_aggregations.py",
        "display_name": "Aggregations",
        "order": 12,
        "original_number": "12"
      },
      {
        "id": "14_user_defined_functions",
        "path": "polars\\14_user_defined_functions.py",
        "display_name": "User Defined Functions",
        "order": 14,
        "original_number": "14"
      }
    ]
  },
  "probability": {
    "id": "probability",
    "title": "Probability",
    "description": "\ud83d\udea7 This collection is a work in progress. Check back later for new noteboks.",
    "notebooks": [
      {
        "id": "01_sets",
        "path": "probability\\01_sets.py",
        "display_name": "Sets",
        "order": 1,
        "original_number": "01"
      },
      {
        "id": "02_axioms",
        "path": "probability\\02_axioms.py",
        "display_name": "Axioms",
        "order": 2,
        "original_number": "02"
      },
      {
        "id": "03_probability_of_or",
        "path": "probability\\03_probability_of_or.py",
        "display_name": "Probability Of Or",
        "order": 3,
        "original_number": "03"
      },
      {
        "id": "04_conditional_probability",
        "path": "probability\\04_conditional_probability.py",
        "display_name": "Conditional Probability",
        "order": 4,
        "original_number": "04"
      },
      {
        "id": "05_independence",
        "path": "probability\\05_independence.py",
        "display_name": "Independence",
        "order": 5,
        "original_number": "05"
      },
      {
        "id": "06_probability_of_and",
        "path": "probability\\06_probability_of_and.py",
        "display_name": "Probability Of And",
        "order": 6,
        "original_number": "06"
      },
      {
        "id": "07_law_of_total_probability",
        "path": "probability\\07_law_of_total_probability.py",
        "display_name": "Law Of Total Probability",
        "order": 7,
        "original_number": "07"
      },
      {
        "id": "08_bayes_theorem",
        "path": "probability\\08_bayes_theorem.py",
        "display_name": "Bayes Theorem",
        "order": 8,
        "original_number": "08"
      },
      {
        "id": "09_random_variables",
        "path": "probability\\09_random_variables.py",
        "display_name": "Random Variables",
        "order": 9,
        "original_number": "09"
      },
      {
        "id": "10_probability_mass_function",
        "path": "probability\\10_probability_mass_function.py",
        "display_name": "Probability Mass Function",
        "order": 10,
        "original_number": "10"
      }
    ]
  },
  "python": {
    "id": "python",
    "title": "Python",
    "description": "This collection of marimo notebooks is designed to teach you the basics of the Python programming language.",
    "notebooks": [
      {
        "id": "001_numbers",
        "path": "python\\001_numbers.py",
        "display_name": "Numbers",
        "order": 1,
        "original_number": "001"
      },
      {
        "id": "002_strings",
        "path": "python\\002_strings.py",
        "display_name": "Strings",
        "order": 2,
        "original_number": "002"
      },
      {
        "id": "003_collections",
        "path": "python\\003_collections.py",
        "display_name": "Collections",
        "order": 3,
        "original_number": "003"
      },
      {
        "id": "004_conditional_logic",
        "path": "python\\004_conditional_logic.py",
        "display_name": "Conditional Logic",
        "order": 4,
        "original_number": "004"
      },
      {
        "id": "005_loops",
        "path": "python\\005_loops.py",
        "display_name": "Loops",
        "order": 5,
        "original_number": "005"
      },
      {
        "id": "007_advanced_collections",
        "path": "python\\007_advanced_collections.py",
        "display_name": "Advanced Collections",
        "order": 7,
        "original_number": "007"
      },
      {
        "id": "008_functions",
        "path": "python\\008_functions.py",
        "display_name": "Functions",
        "order": 8,
        "original_number": "008"
      },
      {
        "id": "009_modules",
        "path": "python\\009_modules.py",
        "display_name": "Modules",
        "order": 9,
        "original_number": "009"
      },
      {
        "id": "010_exceptions",
        "path": "python\\010_exceptions.py",
        "display_name": "Exceptions",
        "order": 10,
        "original_number": "010"
      }
    ]
  }
}