- 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 Science0 ItemsOverview of how data science applies to various industries and research.
- Mathematics for Data Science0 ItemsBuild foundational mathematical skills including linear algebra and statistics.
- Data and Descriptive Statistics in Data Science0 ItemsLearn to summarize, describe, and interpret data sets.
- Python for Data Science0 ItemsApply Python coding skills for data handling, analysis, and automation.
- Data Analytics with R Programming0 ItemsLearn R language for statistical computing and graphics.
- Machine Learning Methods and Models0 ItemsDiscover classification, regression, and clustering models.
- Advanced Database0 ItemsStudy the design, optimization, and management of complex data systems.
- Fundamentals of Predictive Modelling0 ItemsExplore techniques to predict outcomes using historical data.
- Advanced Predictive Modelling0 ItemsDive into more complex models such as ensemble and boosted trees.
- Unsupervised Multivariate Methods0 ItemsWork with clustering and dimensionality reduction techniques.
- Data Mining0 ItemsExtract insights from vast amounts of raw data.
- Introduction to Deep Learning0 ItemsStudy neural networks and their application in prediction and automation.
- Contemporary Themes in Business Strategy0 ItemsUnderstand data’s role in strategic business decision-making.
- Final Project0 ItemsA capstone project integrating all acquired data analysis skills into a real-world solution.
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