The AWS Rekognition API is a mature tool suitable for interpreting screen captures. Explore OCR techniques to build a dataset from image files with Python. read more

Master Django models, a core concept of the popular web framework. Dive into advanced topics, like how the Active Record pattern works for Django’s ORM systems. read more

Use SMOTE and the Python package, imbalanced-learn, to bring harmony to an imbalanced dataset. read more

Learn the interface Django exposes for custom authentication and how to use it to authenticate against an external system. read more

Master Django templates with these best practices for Django project structure, inheritance, querysets, and URL namespacing. read more

Learn how Django’s ORM manages Django database migrations in this comprehensive guide. read more

Dive into a comprehensive overview of statistical modeling using Python’s top data science libraries: Matplotlib, Seaborn, SciPy, Statsmodels, Scikit-learn, and NumPy. read more

Learn how type hinting in Python 3.5+ (a relatively new feature) allows developers to benefit from type checking tools alongside native dynamic behavior. read more

Do I need a custom Django User model? No, but use one anyway. Setting up a custom Django model from the onset can save you big headaches as your application grows and evolves. read more