Scientific Programming with the Python programming language

Friday 12:00-15:00

Sections:
An Introduction to the Python Programming Language
• Python’s Technical Strengths
• How you and Python Run Programs
• Program Structure

Python Object Types and Operations I
• An Introduction to Built-in Objects
• Numerical Types and Strings

Python Object Types and Operations II
• Lists and Dictionaries
• Files, Tuples and Sets

Statements and Syntax I
• An Introduction to Control-Flow Statements
• Assignments, Expressions and Prints
• if Tests and Syntax Rules
• while Loop

Statements and Syntax II
• for Loop
• Iterations and Comprehensions

Functions
• Basics
• Scopes and Arguments
• Implementations and Simple Mathematical Problems

Modules
• Basics
• Module Packages

Classes
• Object-Oriented Programming

Python Libraries I
• NumPy

Python Libraries II
• SciPy

Data Visualization
• matplotlib

An Introduction to Machine-Deep Learning with Python
• Tensorflow, Keras