Advanced Codeless App Dev Made Easy

Great! Here is the file structure for your project using emojis: 📁 homebrewing_course 📁 data 📄 beer_ingredients.csv 📁 images 📄 beer_bottle.png 📄 beer_glass.png 📁 notebooks 📄 data_exploration.ipynb 📄 beer_recipe_generator.ipynb 📄 beer_tasting_notes.ipynb 📁 src 📄 data_processing.py 📄 recipe_generator.py 📄 tasting_notes.py 📄 README.md 📄 requirements.txt For this project, we will use Python as the main programming language and the following libraries and frameworks: Pandas: for data analysis and manipulation. NumPy: for numerical computing. Scikit-learn: for machine learning algorithms. Flask: for building the web application. Bootstrap: for designing the web application. Here is an example code for generating a random beer recipe using the ingredients data file in the data folder and the recipe_generator.py script in the src folder: python Copy code import pandas as pd import numpy as np from src.recipe_generator import generate_recipe # Load the ingredients data file data_file = 'data/beer_ingredients.csv' data = pd.read_csv(data_file) # Generate a random recipe recipe = generate_recipe(data) # Print the recipe print(recipe) And here is the content of the requirements.txt file: Copy code pandas numpy scikit-learn Flask Flask-WTF Bootstrap I hope this helps you get started with your project. Let me know if you have any further questions or if you need any more assistance.