├── .gitignore
├── CODE_OF_CONDUCT.md
├── LICENSE
├── README.md
├── SECURITY.md
├── even-more-python-for-beginners-data-tools
├── 01 - Jupyter Notebooks
│ └── README.md
├── 02 - Introduction to Anaconda and Conda
│ └── README.md
├── 03 - Intro to Pandas
│ ├── 03 - Pandas Series and DataFrame.ipynb
│ └── README.md
├── 04 - Examining Pandas DataFrame contents
│ ├── 04 - Exploring pandas DataFrame contents.ipynb
│ └── README.md
├── 05 - Query a pandas Dataframe
│ ├── 05 - Querying DataFrames.ipynb
│ └── README.md
├── 06 - CSV Files and Jupyter Notebooks
│ ├── README.md
│ └── airports.csv
├── 07 - Read and write CSV files from pandas DataFrames
│ ├── 07 - Read write CSV files.ipynb
│ ├── README.md
│ ├── airports.csv
│ ├── airportsBlankValues.csv
│ ├── airportsInvalidRows.csv
│ └── airportsNoHeaderRows.csv
├── 08 - Removing and splitting DataFrame columns
│ ├── 08 - Removing columns.ipynb
│ ├── README.md
│ └── flight_delays.csv
├── 09 - Handling duplicates and rows with missing values
│ ├── 09 - Removing rows.ipynb
│ ├── Lots_of_flight_data.csv
│ ├── README.md
│ └── airportsDuplicateRows.csv
├── 10 - Splitting test and training data with scikit-learn
│ ├── 10 - Train Test split.ipynb
│ ├── Lots_of_flight_data.csv
│ └── README.md
├── 11 - Train a linear regression model with scikit-learn
│ ├── 11 - Train a basic model.ipynb
│ ├── Lots_of_flight_data.csv
│ └── README.md
├── 12 - Testing a model
│ ├── 12 - Test a model.ipynb
│ ├── Lots_of_flight_data.csv
│ └── README.md
├── 13 - Evaluating accuracy of a model using calculations
│ ├── 13 - Evaluate accuracy.ipynb
│ ├── Lots_of_flight_data.csv
│ └── README.md
├── 14 - NumPy vs Pandas
│ ├── 14 - Working with numpy and pandas.ipynb
│ ├── Lots_of_flight_data.csv
│ └── README.md
├── 15 - Visualizing data with Matplotlib
│ ├── 15 - Visualizing correlations.ipynb
│ ├── Lots_of_flight_data.csv
│ └── README.md
├── README.md
└── Slides
│ ├── 01 - Jupyter Notebooks.pptx
│ ├── 02 - Intro to Anaconda and conda.pptx
│ ├── 03 - Pandas series and DataFrame.pptx
│ ├── 04 - Examining pandas DataFrame contents.pptx
│ ├── 05 - Query a pandas DataFrame.pptx
│ ├── 06 - CSV Files and Jupyter notebooks.pptx
│ ├── 07 - Read and write CSV files from DataFrames.pptx
│ ├── 08 - Remove columns from DataFrame.pptx
│ ├── 09 - Remove rows with missing values.pptx
│ ├── 10 - Splitting test and training data.pptx
│ ├── 11 - Train a linear regression model with scikitlearn.pptx
│ ├── 12 - Testing a model.pptx
│ ├── 13 - Evaluate accuracy of a model using calculations.pptx
│ ├── 14 - Working with numpy and pandas.pptx
│ └── 15 - Visualizing Data Correlations with Matplotlib.pptx
├── more-python-for-beginners
├── .gitignore
├── 01 - Formatting and linting
│ ├── .vscode
│ │ └── settings.json
│ ├── README.md
│ ├── bad.py
│ └── good.py
├── 02 - Lambdas
│ ├── README.md
│ ├── failed_sort.py
│ ├── lambda_sorter.py
│ └── method_sorter.py
├── 03 - Classes
│ ├── README.md
│ ├── basic_class.py
│ └── properties_class.py
├── 04 - Inheritance
│ ├── README.md
│ └── demo.py
├── 05 - Mixins
│ ├── README.md
│ └── demo.py
├── 06 - Managing the file system
│ ├── README.md
│ ├── demo.txt
│ ├── directories.py
│ ├── files.py
│ └── paths.py
├── 07 - Reading and writing files
│ ├── README.md
│ ├── demo.txt
│ ├── manage.py
│ ├── read.py
│ └── write.py
├── 08 - Managing external resources
│ ├── README.md
│ ├── demo.py
│ └── output.txt
├── 09 - Asynchronous programming
│ ├── README.md
│ ├── async_demo.py
│ └── sync_demo.py
├── README.md
├── Slides
│ ├── 01 - Formatting and linting.pptx
│ ├── 02 - Lambdas.pptx
│ ├── 03 - Classes.pptx
│ ├── 04 - Inhheritance.pptx
│ ├── 05 - Mixins (multiple inheritance).pptx
│ ├── 06 - Managing the file system.pptx
│ ├── 07 - Working with files.pptx
│ ├── 08 - Cleanup with with.pptx
│ └── 09 - Asynchronous operations.pptx
└── requirements.txt
└── python-for-beginners
├── 02 - Print
├── README.md
├── ask_for_input.py
├── coding_challenge.py
├── coding_challenge_solution.py
├── hello_world.py
├── print_blank_line.py
└── single_or_double_quotes.py
├── 03 - Comments
├── README.md
├── comments_are_not_executed.py
├── comments_for_debugging.py
├── enable_pin.py
└── string_in_double_quotes.py
├── 04 - String variables
├── README.md
├── code_challenge.py
├── code_challenge_solution.py
├── combine_strings.py
├── format_strings.py
├── string_functions.py
└── strings_in_variables.py
├── 05 - Numeric variables
├── README.md
├── code_challenge.py
├── code_challenge_solution.py
├── combining_strings_and_numbers.py
├── convert_strings_to_numbers_for_math.py
├── doing_math.py
├── numbers_treated_as_strings.py
└── print_pi.py
├── 06 - Dates
├── README.md
├── code_challenge.py
├── code_challenge_solution.py
├── date_functions.py
├── format_date.py
├── get_current_date.py
└── input_date.py
├── 07 - Error handling
├── README.md
├── logic.py
├── runtime.py
└── syntax.py
├── 08 - Handling conditions
├── README.md
├── add_else.py
├── add_else_different_indentation.py
├── case_insensitive_comparisons.py
├── check_tax.py
├── code_challenge.py
├── code_challenge_solution.py
└── comparing_strings.py
├── 09 - Handling multiple conditions
├── README.md
├── add_else_to_elif.py
├── code_challenge.py
├── code_challenge_solution.py
├── multiple_if_statements.py
├── nested_if.py
├── or_statements.py
├── use_elif.py
└── use_in_statements.py
├── 10 - Complex conditon checks
├── boolean_variables.py
├── code_challenge.py
├── code_challenge_solution.py
├── readme.md
└── using_and.py
├── 11 - Collections
├── README.md
├── arrays.py
├── common-operations.py
├── dictionaries.py
├── lists.py
└── ranges.py
├── 12 - Loops
├── README.md
├── for.py
├── number.py
└── while.py
├── 13 - Functions
├── README.md
├── code_challenge.py
├── code_challenge_solution.py
├── get_initails_function.py
├── get_initials.py
├── getting_clever_with_functions_harder_to_read.py
├── print_time_function.py
├── print_time_function_different_messages.py
├── print_time_function_fix_import.py
├── print_time_repeated_code.py
└── print_time_with_message_parameter.py
├── 14 - Function parameters
├── code_challenge.py
├── code_challenge_solution.py
├── get_initials_default_values.py
├── get_initials_function.py
├── get_initials_multiple_parameters.py
├── get_initials_named_parameters.py
├── named_parameters_make_code_readable.py
└── readme.md
├── 15 - Packages
├── README.md
├── color_import_demo.py
├── helpers.py
├── import_module.py
└── requirements.txt
├── 16 - Calling APIs
├── TestImages
│ ├── FeedingKangaroo.jpg
│ ├── Parliament_Hill.jpg
│ └── PolarBear.jpg
├── call_api.py
├── code_challenge.py
└── readme.md
├── 17 - JSON
├── TestImages
│ ├── FeedingKangaroo.jpg
│ ├── Parliament_Hill.jpg
│ └── PolarBear.jpg
├── create_json_from_dict.py
├── create_json_with_list.py
├── create_json_with_nested_dict.py
├── read_json.py
├── read_key_pair.py
├── read_key_pair_list.py
├── read_subkey.py
└── readme.md
├── 18 - Decorators
├── README.md
└── creating_decorators.py
├── README.md
└── Slides
├── 0 - Intro.pptx
├── 1 - Getting started.pptx
├── 10 - ComplexConditionChecks.pptx
├── 11 - Collections.pptx
├── 12 - Loops.pptx
├── 13 - Functions.pptx
├── 14 - FunctionParameters.pptx
├── 15 - ModulesPackages.pptx
├── 16 - CallingAPI.pptx
├── 17 - JSON.pptx
├── 2 - Print.pptx
├── 3 - Comments.pptx
├── 4 - StringVariables.pptx
├── 5 - NumericVariables.pptx
├── 6 - Dates.pptx
├── 7 - ErrorHandling.pptx
├── 8 - Conditions.pptx
└── 9 - MultipleConditions.pptx
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