Short Learning Programmes

Short Course in Introduction to Data Science Using Python (77099)

Duration: Six months

Language medium: English

Target group:

Individuals with a programming background
Professionals familiar with computer programming but not data science

Admission requirements:

Matriculation certificate or equivalent qualification
Basic Computer Programming Knowledge

Registration periods:

Semester Registration Periods

Course leader details:

Mr L Aron
Lecturer
Department of Computer Science
Computer Science - Programming
Aronl@unisa.ac.za
011 670 9102
C-482; Science Campus

Programme administrator:

Admin Officer
Unisa Centre for Lifelong Learning
360 Lillian Ngoyi Street, Pretoria Central
Solomon Mahlangu Building 2nd floor
Tel: 012 352 4288
Email address: UCL@unisa.ac.za
Application Link: www.unisa.ac.za/applyslp

Purpose statement:

The purpose of this course is to equip learners with a sound knowledge of the underlying principles of computer programming. This course provides learners with the knowledge, skills, and competencies to apply programming techniques and strategies in solving real-world problems data science problems using the Python Programming language, within South-African and global contexts. Python is the most popular programming language used in the field of data science

Modules:

SCPYT1A - Introduction to Data Science using Python

The syllabus is a combination of different types of knowledge, concepts, processes and contexts, and includes the following: Data Science Big Data Computational environment for Data Science οΎ– Python and Jupyter Notebook Efficient storage and manipulation of dense data arrays in Python. Efficient storage and manipulation of columnar data in Python. Data visualizations in Python. Machine Learning