Advanced Python - 1 Day

• Beginner to intermediate programming experience.
• Knowledge of math and statistics.
• Knowledge of database concepts.

In this instructor-led, live training, participants will learn advanced Python programming techniques, including how to apply this versatile language to solve problems in areas such as distributed applications, data analysis and visualization, UI programming and maintenance scripting.

Format of the Course

• Interactive lecture and discussion.
• Lots of exercises and practice.
• Hands-on implementation in a live-lab environment.

Course Customization Options

• If you wish to add, remove or customize any section or topic within this course, please contact us to arrange.

Python Data Structures and Operations

• Integers and floats
• Strings and bytes
• Tuples and lists
• Dictionaries and ordered dictionaries
• Sets and frozen sets

Object-Oriented Programming with Python

• Inheritance
• Polymorphism
• Static classes
• Static functions
• Decorators

Data Analysis with Pandas

• Data frame (pandas)
• Data cleaning
• Using vectorized data in pandas
• Data wrangling
• Sorting and filtering data
• Aggregate operations
• Analyzing time series

Data Visualization

• Plotting diagrams with matplotlib
• Using matplotlib from within pandas
• Creating quality diagrams

Vectorizing Data in Numpy

• Creating Numpy arrays 

Python for the Web

• Packages for web processing
• Web crawling
• Parsing HTML and XML
• Filling web forms automatically