- Duration: 10 weeks
Higher National Diploma in Data Science
Become a Data-Driven Decision Maker with BIET
In today’s digital world, organizations thrive on data. The Higher National Diploma in Data Science at BIET is a 240-credit, in-depth program designed to equip students with practical and theoretical skills in data science, analytics, and machine learning. This globally-relevant qualification prepares you for immediate career opportunities or for completing a full degree abroad.
Entry Qualification: Data Science Foundation or AL with ICT or Equalent National or International IT Qualifications + BIET Aptitude Test
Delivery
Duration: 10 Months – Weekdays – Physical | Online
Duration: 12 Months – Weekends – Physical | Online
Curriculum
- 14 Sections
- 0 Lessons
- 10 Weeks
Expand all sectionsCollapse all sections
- The Field of Data ScienceOverview of how data science applies to various industries and research.0
- Mathematics for Data ScienceBuild foundational mathematical skills including linear algebra and statistics.0
- Data and Descriptive Statistics in Data ScienceLearn to summarize, describe, and interpret data sets.0
- Python for Data ScienceApply Python coding skills for data handling, analysis, and automation.0
- Data Analytics with R ProgrammingLearn R language for statistical computing and graphics.0
- Machine Learning Methods and ModelsDiscover classification, regression, and clustering models.0
- Advanced DatabaseStudy the design, optimization, and management of complex data systems.0
- Fundamentals of Predictive ModellingExplore techniques to predict outcomes using historical data.0
- Advanced Predictive ModellingDive into more complex models such as ensemble and boosted trees.0
- Unsupervised Multivariate MethodsWork with clustering and dimensionality reduction techniques.0
- Data MiningExtract insights from vast amounts of raw data.0
- Introduction to Deep LearningStudy neural networks and their application in prediction and automation.0
- Contemporary Themes in Business StrategyUnderstand data’s role in strategic business decision-making.0
- Final ProjectA capstone project integrating all acquired data analysis skills into a real-world solution.0
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