Artificial Intelligence (AI) and Machine Learning(Degree)
Explore the world of AI algorithms and machine learning models. Our quizzes challenge you to understand neural networks, data analysis, and predictive modeling, equipping you with skills to shape the future of technology.
Advanced Natural Language Processing
Natural Language Processing is the technology that allows machines to understand, interpret, and respond to human language. This course explores the mechanics behind chatbots and translation tools, which are becoming vital for Zambian customer service and reaching populations that speak various local languages. You will learn about sentiment analysis and …
AI Ethics and Policy Guidelines
As AI becomes more powerful, we must ask: Is it being used fairly? This course examines the ethical implications of AI, such as bias in algorithms and the impact on jobs in Zambia. You will explore how to create policies that protect privacy and ensure AI benefits all of society. …
AI in Healthcare and Finance Applications
This elective allows you to apply everything you've learned to two of the most important sectors in Zambia: Healthcare and Finance. You could be building a model that helps diagnose malaria faster or an algorithm that detects fraudulent banking transactions. It’s about taking AI out of the classroom and into …
Big Data Analytics for AI
In a world generating billions of data points every second, the ability to analyze 'Big Data' is a massive advantage. This course teaches you how to process and find patterns in data sets that are too large for traditional software. In Zambia, this is vital for sectors like telecommunications and …
Calculus and Linear Algebra for AI
Mathematics is the hidden engine behind every AI system. This course breaks down calculus and linear algebra, showing you how they are used to calculate gradients in neural networks and manipulate large datasets. While many students find math intimidating, we focus on the practical application—how these formulas eventually become the …
Computational Logic in AI
Computational Logic teaches you how to translate human reasoning into a language that machines can execute. This is where you learn the 'if-then' structures that eventually lead to complex decision-making in AI. In Zambia’s growing fintech space, logic is critical for building secure and reliable systems like mobile money platforms. …
Database Management Systems for AI
Every AI needs a place to store the massive amounts of information it processes. In Database Management Systems, you will learn how to design, create, and manage relational databases using SQL. Whether it is managing student records in Zambian universities or inventory for a large Copperbelt mine, the ability to …
Deep Artificial Neural Networks
Inspired by the human brain, Neural Networks are the engines that power modern AI like ChatGPT and image recognition software. This course introduces you to how 'neurons' in a computer system process information in layers to recognize patterns. Learning this allows you to build systems that can 'see' or 'hear'—skills …
Deep Learning and Computer Vision Systems
Deep Learning and Computer Vision teach computers how to interpret the visual world. From identifying crop diseases via a smartphone camera to enhancing security systems in Lusaka’s business districts, the applications for this technology in Zambia are endless. You will work with complex architectures like Convolutional Neural Networks (CNNs) to …