Programming in Python from scratch

Programming in Python from scratch.
This is a detailed guide to the basics of programming in the Python language, starting with an introduction to the language and ending with the application of Python in scientific environments and software development.

What's inside?
• Basics of the language: learning the interactive environment IPython, Jupyter Notebook, Google Colab, and Anaconda.
• Control and syntax constructs.
• Data structures: understanding strings, dictionaries, tuples, and lists.
• Object-oriented programming: encapsulation, inheritance, polymorphism, and design patterns.
• Working with databases: connecting to databases, ORM, SQLAlchemy, and data analysis with Pandas.

You will gain comprehensive knowledge of all aspects of the language and many useful examples that will help you master the theory and apply it in practice, learn to create efficient solutions, optimize code and prepare for professional growth in the field of Python development.