Course 55285-A: Advanced Python

Description

Duration: 2 days

In this Python training course, students already familiar with Python programming will learn advanced Python techniques. This advanced Python course is taught using Python 3; however, differences between Python 2 and Python 3 are noted. For private Python classes, our instructor can focus specifically on Python 2 if desired.

Skills gained

  • Work with the Collections module.
  • Understand mapping and filtering and lambda functions.
  • Perform advanced sorting.

What’s included?

  • Authorized Courseware
  • Intensive Hands on Skills Development with an Experienced Subject Matter Expert
  • Hands-on practice on real Servers and extended lab support 1.800.482.3172
  • Examination Vouchers & Onsite Certification Testing- (excluding Adobe and PMP Boot Camps)
  • Academy Code of Honor: Test Pass Guarantee
  • Optional: Package for Hotel Accommodations, Lunch and Transportation

With several convenient training delivery methods offered, The Academy makes getting the training you need easy. Whether you prefer to learn in a classroom or an online live learning virtual environment, training videos hosted online, and private group classes hosted at your site. We offer expert instruction to individuals, government agencies, non-profits, and corporations. Our live classes, on-sites, and online training videos all feature certified instructors who teach a detailed curriculum and share their expertise and insights with trainees. No matter how you prefer to receive the training, you can count on The Academy for an engaging and effective learning experience.

Methods

  • Instructor Led (the best training format we offer)
  • Live Online Classroom – Online Instructor Led
  • Self-Paced Video

Speak to an Admissions Representative for complete details

StartFinishPublic PricePublic Enroll Private PricePrivate Enroll
01/18/202101/20/2021
02/08/202102/10/2021
03/01/202103/03/2021
03/22/202103/24/2021
04/12/202104/14/2021
05/03/202105/05/2021
05/24/202105/26/2021
06/14/202106/16/2021
07/05/202107/07/2021
07/26/202107/28/2021
08/16/202108/18/2021
09/06/202109/08/2021
09/27/202109/29/2021
10/18/202110/20/2021
11/08/202111/10/2021
11/29/202112/01/2021
12/20/202112/22/2021

Curriculum

Module 1: Advanced Python Concepts

In this lesson, you will learn about some Python functionality and techniques that are commonly used but require a solid foundation in Python to understand.

Lessons

  • Lambda Functions
  • Advanced List Comprehensions
  • Collections Module
  • Mapping and Filtering
  • Mutable and Immmutable Built-in Objects
  • Sorting
  • Unpacking Sequences in Function Calls

Lab : Exercises in this Lesson

  • Rolling Five Dice
  • Creating a defaultdict
  • Creating a OrderedDict
  • Creating a Counter
  • Working with a deque
  • Converting list.sort() to sorted(iterable)
  • Converting a String to a datetime.date Object

After completing this module, students will be able to:

  • Work with lambda functions.
  • Write more advanced list comprehensions.
  • Work with the collections module to create named tuples, defaultdicts, ordereddicts, counters, deque
  • Use mapping and filtering.
  • Sort sequences.
  • Unpack sequences in function calls.
  • Create modules and packages.

Module 2: Working with Data

Data is stored in many different places and in many different ways. There are Python modules for all of the most common ways.

Lessons

  • Relational Databases
  • CSV
  • Getting Data from the Web
  • JSON

Lab : Exercises in this Lesson

  • Querying a SQLite Database
  • Inserting File Data into a Database
  • Comparing Data in a CSV File
  • Requests and Beautiful Soup
  • Using JSON to Print Course Data

After completing this module, students will be able to:

  • Access and work with data stored in a relational database.
  • Access and work with data stored in a CSV file.
  • Get data from a web page.
  • Access and work with data stored as HTML and XML.
  • Access an API.
  • Access and work with data stored as JSON.

Module 3: Testing and Debugging

This module explains how to test and debug using Python.

Lessons

  • Testing for Performance
  • The unittest Module

Lab : Exercises in this Lesson

  • Fixing Functions

After completing this module, students will be able to:

  • Test performance with timers and using the timeit module.
  • To write unit tests using the unittest module.

Module 4: Classes and Objects

An object is something that has attributes and/or behaviors, meaning it is certain ways and does certain things. In the real world, everything could be considered an object. Some objects are tangible, like rocks, trees, tennis racquets, and tennis players. And some objects are intangible, like words, colors, tennis swings, and tennis matches.

Lessons

  • Attributes
  • Behaviors
  • Classes vs. Objects
  • Attributes and Methods
  • Private Attributes
  • Properties
  • Documenting Classes
  • Inheritance
  • Static Methods
  • Class Attributes and Methods
  • Abstract Classes and Methods
  • Understanding Decorators

Lab : Exercises in this Lesson

  • Adding a roll() Method to Die
  • Properties
  • Documenting the Die Class
  • Extending to Die Class
  • Extending the roll() Method

After completing this module, students will be able to:

  • Create classes and objects in Python.
  • Write instance methods, class methods, and static methods.
  • Define properties.
  • Create subclasses using inheritance.
  • Create abstract classes.
  • Appropriately document Python classes.
  • Understand how decorators work.