Duration

TBA

Starting Date

TBA

Tuition Fee

ZAR TBA

Location

Cape Town, South Africa

Entrance Requirements

A mark of at least 65% for a HEQSF level 8 qualification (equivalent to that of a UCT degree) in any discipline that included a substantial research component and at least a first year Statistics course and a first year Computing Course. Students may be required to register for and pass STA1000P (the summer term offering of STA1000) before being allowed to register for the degree. Academic transcripts of applicants will be assessed by a selection committee made up of representatives from the participating departments. Applicants may be called for an interview to assess whether they meet entrance requirements.

Prescribed Curriculum

Courses should be selected subject to meeting entrance requirements and consent of Programme convenor.

Core Courses:

  • Databases for Data Scientists
  • Visualization
  • MIT: Programming in Python
  • Multivariate Analysis
  • Data Science for Industry
  • Statistical and High-Performance Computing
  • Supervised Learning
  • Unsupervised Learning
  • Exploratory Data Analysis

Elective Courses:

  • Data Science for Astronomy
  • Data Science for Particle Physics
  • Bioinformatics for high-throughput biology
  • Data Science for Industry
  • Decision Modelling for Prescriptive Analytics
  • Bayesian Decision Modelling
  • Data Analysis for High-Frequency Trading
  • Data Visualization
  • Programming in Python
  • Advanced Regression
  • Machine Learning
  • Advanced Portfolio Theory
  • Simulation & Optimization
  • Longitudinal Data Analysis
  • Survival Analysis
  • South African Financial Markets
  • Risk Management of Financial Instruments
  • Financial Systems Design
  • Topics in Financial Management
  • Capital Markets & Financial Instruments
  • Empirical Finance
  • Fintech & Cryptocurrencies
  • Applied Time Series Analysis
  • Microeconomics
  • Advanced Econometrics

Programme Configurations

There are two programme configurations:

  1. Coursework component (90 credits), followed by a minor dissertation (90 credits)
  2. Coursework component (120 credits), followed by a minor dissertation (60 credits)

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