Advanced Coding in Python

Coding is the art of translating design into instructions that tell a computer what to do and how to behave.

Overview

This course covers data science and machine learning in Python, as well as Django-based web programming.

Designed to industry standards, it will walk you through real-world examples and help you become more comfortable with application programming.

You will learn how to implement advanced Python-based applications and cover software engineering concepts such as testing and refactoring, as well as honing your version control.

Who is it for?

Professionals and students who wish to build a bright career by working on advanced Python projects using data science and machine learning.

Certificates are awarded on the following basis:

  • Certificate of completion: Cumulative average of 80% in online tests
  • Certificate of participation: Cumulative average of 50%-79% for online tests
  • Certificate of attendance: Cumulative average of less than 50% for online tests

Learning outcomes

  • Basic Python programming;
  • Object-oriented programming;
  • Data science with Python;
  • Machine learning with Python;
  • Django web frameworks;
    And able to:
  • Write applications in Python.

You will cover

Data types, control flow, functions, data structuring, exception handling, and object-oriented programming in Python; defining and using modules; standard libraries; file handling and operating systems; database programming; data science using Python; building a web app using Django; machine learning using Python; ensuring that your code is clean; version control; and refactoring.

Course prerequisites

  • Knowledge of basic programming and software engineering concepts.

Job opportunities

  • Software developer, data scientist, machine learning professional, IT team leader.

DELIVERY OPTIONS

Overview

Participants will engage with the course through recorded classes and supporting content online

What you will get 

  • 60 hours of on-demand video
  • Study notes accompanying video recordings
  • Practical tasks and digital assessments
  • Online access any time for the duration of the course
  • Certification

Course fees
To be announced

This option is available from 2021

For more information enquire here

Course Curriculum

Time: 13 weeks
Curriculum is empty

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