Diploma in AI & ML
The Diploma in Artificial Intelligence and Machine Learning is designed to introduce students to intelligent systems that can learn from data and make decisions. This online program equips learners with foundational knowledge and practical skills in AI and machine learning technologies used across modern industries.
Program Overview
This diploma covers core concepts of artificial intelligence and machine learning, including data fundamentals, basic programming for AI, supervised and unsupervised learning, neural networks, and practical applications of AI systems. The program emphasizes hands-on learning, ethical use of AI, and real-world problem-solving. It is suitable for beginners and professionals seeking entry-level expertise in AI and ML.
- Diploma Level Program
- Duration: 3 Years
- Total Semesters: 8
- Language of Instruction: Pashto / Dari / English
AI & ML Curriculum
Semester 1
- DAI101: Programming with Python for AI
- DAI103: Discrete Mathematics
- DAI104: Data & SQL Fundamentals
Semester 2
- DAI102: Math for AI (Linear Algebra)
- DAI105: Computing Systems and Linux Tools
Semester 3
- DAI201: Probability & Statistics for ML
- DAI202: Data Structures & Algorithms (Python)
Semester 4
- DAI203: Machine Learning I
- DAI204: Data Engineering & Pipelines
Semester 5
- DAI301: Machine Learning II
- DAI206: Project 1: Predictive Modeling
Semester 6
- DAI302: Deep Learning (NNs, CNNs)
- DAI305: MLOps & Cloud Deployments
Semester 7
- DAI303: Natural Language Processing
- DAI304: Computer Vision (Images & Video)
- DAI401: Deep Learning II (Seq Models & Transformers)
Semester 8
- DAI403: Generative AI & LLM Applications
- DAI404: Tech Entrepreneurship & Product Strategy
- DAI405: Capstone Project
Teaching & Learning Method
Live Online Lectures
Recorded Video Lessons
Interactive Learning Activities
Assessment and Feedback
Career Opportunities
AI & Machine Learning Assistant
Graduates can assist AI professionals in developing, training, and testing machine learning models and intelligent systems.
Data Analysis Assistant
Opportunities to support data analysis tasks, prepare datasets, and assist in extracting insights using machine learning tools.
Junior AI Technician
Graduates may help in implementing AI-based solutions, maintaining AI systems, and supporting intelligent applications in organizations.
Further Education & Professional Development
Graduates may pursue advanced studies or professional certifications in artificial intelligence, machine learning, or data science.