Intermediate Python v2.0.5

Nanodegree key: nd303

Version: 2.0.5

Locale: en-us

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Python is a general-purpose coding language with applications in web development, data science, machine learning, fintech, and more. The Intermediate Python Nanodegree program equips you to leverage the capabilities of Python and streamline the functionality of applications that perform complex tasks, such as classifying files, data mining a webpage, etc. By the end of the program, you’ll have a portfolio that demonstrates your ability to apply practitioner-level Python skills on the job.

Content

Part 01 : Welcome to the Intermediate Python Nanodegree Program

Module 01: Welcome to the Intermediate Python Nanodegree Program
- Lesson 01: Intermediate Python Nanodegree Program Introduction
- Lesson 02: Getting Help
  You are starting a challenging but rewarding journey! Take 5 minutes to read how to get help with projects and content.

Part 02 : Advanced Python Techniques

In this course, you will learn advanced Python skills and master a myriad of modern subject matter.

Module 01: Advanced Python Techniques
- Lesson 01: Introduction to Advanced Python Techniques
  Get an overview of the course, take a look at Python's quirky history, and learn why Python is a powerful way of thinking.
- Lesson 02: Representing Data
  Take a deep dive into data in Python, craft new ways to abstractly think about data, and practice concrete methods for manipulating Python's essential data types.
- Lesson 03: Functions and Functional Programming
  Explore functions and functional programming in Python, including function parameters and functions as manipulable objects.
- Lesson 04: Object Oriented Programming
  Discover Python's tools for object-oriented programming and explore Python's exception hierarchy.
- Lesson 05: File I/O
  Learn all about reading and writing data files using Python, including plain text, JSON, and CSV files.
- Lesson 06: Project: Exploring Near-Earth Objects
  Use Python to search for and explore close approaches of near-Earth objects (NEOs), using data from NASA/JPL's Center for Near-Earth Object Studies.
  
  Project Description - Near Earth Objects
  
  Project Rubric - Near Earth Objects

Part 03 : Large Python Codebases with Libraries

Learn how you can write, structure, and extend your code to be able to support developing large systems at scale. Understand how you can leverage open source libraries to quickly add advanced functionality to your code and how you can package your code into libraries of your own. Apply Object Oriented Programming to ensure that your code remains modular, clear, and understandable. Honing these skills are the foundations for building codebases that are maintainable and efficient as they grow to tens of thousands of lines.

Module 01: Large Codebases with Libraries
- Lesson 01: Course Overview
  In this lesson, we'll introduce your instructor, give a brief overview of the course, and look ahead to what you'll be building for your final project.
- Lesson 02: Foundations
  We'll explore the Python language and the core programming design patterns you'll need to write clear and concise code—including object-oriented programming, documentation, typing, and tests.
- Lesson 03: Building Modules
  Large codebases are built by combining many smaller building blocks of code known as modules. We'll build on our knowledge of object-oriented programming to create scalable Python modules.
- Lesson 04: Using Libraries
  The Python community has thousands of publically available, open-source libraries we can use as modules in our software. We'll learn how we can install and use these resources!
- Lesson 05: Python in Systems
  We'll learn how to effectively interface with our software through the command line as well as use other powerful command-line tools in our Python code
- Lesson 06: Python for Web
  Learn how to use Python to consume web content and serve complex applications!
- Lesson 07: Project: Motivational Meme Generator
  For this project, you'll build a "meme generator". This will demonstrate your newly learned skills by creating a dynamic, data-rich application that generates images with quotes.
  
  Project Description - Meme Generator
  
  Project Rubric - Meme Generator

**Part 04 (Elective):** Shell Workshop

Module 01: Shell Workshop
- Lesson 01: Shell Workshop
  The Unix shell is a powerful tool for developers of all sorts. In this lesson, you'll get a quick introduction to the very basics of using it on your own computer.

**Part 05 (Career):** Career Services

Module 01: Career Services
- Lesson 01: Take 30 Min to Improve your LinkedIn
  Find your next job or connect with industry peers on LinkedIn. Ensure your profile attracts relevant leads that will grow your professional network.
  
  Project Description - Improve Your LinkedIn Profile
  
  Project Rubric - Improve Your LinkedIn Profile
- Lesson 02: Optimize Your GitHub Profile
  Other professionals are collaborating on GitHub and growing their network. Submit your profile to ensure your profile is on par with leaders in your field.
  
  Project Description - Optimize Your GitHub Profile
  
  Project Rubric - Optimize Your GitHub Profile