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Getting Started with Python for Non-Developers
Course Description
Overview
Python is one of the most versatile, popular programming languages in use today. You can leverage Python in almost every industry, in a wide array of applications from system administration to machine learning, from automation to web services, from data analysis to visual effects. Compared to other programming languages, Python is relatively easier to learn and use, providing a wide variety of opportunities for students of all skill levels and roles.Getting Started with Python for Non-Developers is a hands-on course that teaches students from non-development backgrounds the basics of programming and scripting, using Python. This course gently leads through programming essentials, working through the fundamentals of writing and running Python scripts to more advanced features such as file operations, regular expressions, working with binary data, and using the extensive functionality of Python modules.
This course provides an excellent kick start for users new to Python and scripting, enabling them to use basic Python skills on the job in a variety of ways. Students can apply the course skills to use Python in basic web development projects or automate or simplify common tasks with the use of Python scripts. The course also serves as a solid primer course / foundation for continued Python study in support for next level web development with Python, Python for data science / machine learning or Python for systems admin or networking support.
Objectives
- Thinking as a Software Developer, including coding logic and structures
- Create working Python scripts following best practices
- Use python data types appropriately
- Read and write files with both text and binary data
- Search and replace text with regular expressions
- Get familiar with the standard library and its work-saving modules
- Create 'real-world', basic level professional Python applications
- Know when to use collections such as lists, dictionaries, and sets
- Understand Pythonic features such as comprehensions and iterators
- Write robust code using exception handling
Audience
Prerequisites
-
Before attending this course, students must have:
- Ability to use computers to start programs, open and save files, navigate application menus and interfaces
- Ability to understand logical concepts such as comparisons
- Understand number theory
- Ability to create, understand, and follow structured directions or step-by-step procedures
- Ability to understand and apply abstract concepts to concrete examples
- TTPS4800 Introduction to Python Programming Basics (3 days)
- TTPS4803 Getting Started with Python for Non-Developers (4 days)
- TTPS4820 Mastering Python / Practical Python Boot Camp (5 days)
- TTPS4824 Python for Network / System Administrators (4 days)- introductory level for networking as opposed to web focus
- TTPS4873 Introduction to Python for Data Science (3 days) – Jumpstart style course with data science focus
- TTPS4874 Applied Python for Data Science & Engineering (4 days) – introductory level with depth for data focus for engineers
- TTPS4894 Python for Security Professionals (4 days) – introductory level with security focus
Topics
- Thinking as a developer
- Pseudocode as a design tool
- Analysis – Understanding the problem
- Design – creating the solution
- Let’s Get Hands-On: Scripting and programming basics
- What is python?
- Python Timeline
- Advantages/Disadvantages of Python
- Getting help with pydoc
- What is Python?
- Python timeline
- Advantages/disadvantages
- Installing Python
- Getting help
- Starting Python
- Using the interpreter
- Running a Python script
- Editors and IDEs
- Using variables
- Builtin functions
- String data
- Numeric data
- Converting types
- Console input/output
- Command line parameters
- About flow control
- The if statement
- Relational and Boolean operators
- while loops
- Exiting from loops
- About array types
- Lists and list methods
- Tuples
- Indexing and slicing
- Iterating through a sequence
- Sequence functions, keywords, and operators
- List comprehensions and generators
- File overview
- Opening a text file
- Reading a text file
- Writing to a text file
- About dictionaries
- Creating dictionaries
- Iterating through a dictionary
- About sets
- Creating sets
- Working with sets
- Defining functions
- Returning values
- Parameters and arguments
- Variable scope
- The sorted() function
- Custom sort keys
- Lambda functions
- Sorting in reverse
- Using min() and max()
- Exceptions
- Using try/catch/else/finally
- Handling multiple exceptions
- Ignoring exceptions
- Creating Modules
- The import statement
- Module search path
- Using packages
- Function and module aliases
- About object-oriented programming
- Defining classes
- Constructors
- Understanding self
- Properties
- Instance Methods and data
- Class methods and data
- Inheritance
- Additional Resources & Support
- Practicing Your Skills: Hands-on Python Journey
Related Courses
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Self-Paced Training Info
Learn at your own pace with anytime, anywhere training
- Same in-demand topics as instructor-led public and private classes.
- Standalone learning or supplemental reinforcement.
- e-Learning content varies by course and technology.
- View the Self-Paced version of this outline and what is included in the SPVC course.
- Learn more about e-Learning
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