Get in Touch

Course Outline

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 frames (pandas)
  • Data cleaning
  • Using vectorised data in pandas
  • Data wrangling
  • Sorting and filtering data
  • Aggregate operations
  • Analysing time series

Data Visualisation

  • Plotting diagrams with matplotlib
  • Using matplotlib within pandas
  • Creating high-quality diagrams

Vectorising Data in Numpy

  • Creating Numpy arrays

Python for the Web

  • Packages for web processing
  • Web crawling
  • Parsing HTML and XML
  • Automatically filling web forms

Requirements

  • Beginner to intermediate programming experience.
  • Knowledge of mathematics and statistics.
  • Understanding of database concepts.
 7 Hours

Number of participants


Price per participant

Testimonials (2)

Upcoming Courses

Related Categories