DIPLOMA OF ASSOCIATE ENGINEER IN ARTIFICIAL INTELLIGENCE TECHNOLOGY (DAE AI)

DIPLOMA OF ASSOCIATE ENGINEER IN ARTIFICIAL INTELLIGENCE

The Diploma of Associate Engineering (DAE) in Artificial Intelligence – 3 Years, affiliated with the Sindh Board of Technical Education (SBTE) Karachi, is a comprehensive technical program designed to equip students with the skills required in modern AI, data science, and emerging technologies. Through an industry‑aligned curriculum, students develop strong foundations in programming, mathematics, machine learning, data science, neural networks, computer vision, natural language processing, digital skills, entrepreneurship, and professional workplace competencies.

The program covers AI fundamentals, supervised & unsupervised machine learning, deep learning, data handling, data visualization, algorithm design, Python development, digital media tools, and hands‑on implementation of real‑world AI systems such as object detection, fraud detection, forecasting models, chatbots, and self‑driving vehicle concepts. It prepares students for entry into Pakistan’s growing technology sector as well as global freelancing and modern ICT environments. 

Program Objectives

The DAE AI program aims to:

• Provide a thorough understanding of artificial intelligence concepts, techniques, and applications. 
• Build strong foundations in Python programming, mathematics, data science, and algorithmic thinking. 
• Equip students with practical skills to design, train, and evaluate machine learning and deep learning models. 
• Develop competencies in data preprocessing, data visualization, and database handling for AI workflows. 
• Train students to implement modern AI systems including NLP, computer vision, neural networks, clustering, forecasting, and automation. 
• Enhance digital literacy through MS Office, digital media tools, documentation, and professional communication.
• Develop entrepreneurial, soft skills, and workplace professionalism aligned with industry demands.
• Enable students to pursue careers as AI developers, data analysts, Python developers, freelancers, and tech supervisors. 

Learning Outcomes

Upon successful completion of the 3‑Year DAE in AI, graduates will be able to:

Technical Skills

• Write structured, object‑oriented, and advanced Python programs for AI applications.
• Apply essential mathematics including calculus, linear algebra, statistics, and probability to solve AI problems. 
• Perform data preprocessing, data cleaning, integration, transformation, and feature engineering. 
• Use tools such as NumPy, Pandas, Matplotlib, SciPy, Keras, and TensorFlow for AI development. 
• Implement supervised learning models such as SVM, linear regression, logistic regression, and multiple regression. 
• Implement unsupervised learning methods such as K‑Means clustering. 
• Build deep learning models including CNNs, ANN, feed‑forward networks, and backpropagation. 

• Develop AI systems such as:

  • object detection models
  • character recognition (MNIST)
  • fraud detection systems
  • time‑series forecasting models
  • chatbots using NLP
  • self‑driving vehicle concepts with sensors and neural networks

Digital & Professional Skills

• Operate computers, office applications, and digital media tools with professional competency.
• Create user and technical documentation aligned with industry standards. 
• Use SEO, social media marketing, and e‑commerce tools effectively.

Soft Skills & Workplace Competencies

• Demonstrate professionalism, workplace ethics, communication skills, teamwork, and safety practices. 
• Manage meetings, plan projects, handle HR aspects, and develop effective business communication. 
• Display entrepreneurial skills and develop business or freelancing strategies relevant to AI markets.

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• AI Lab Assistant
• Assistant AI Developer 
• Junior or Intermediate Python Developer
• Assistant Data Analyst / Assistant Data Scientist
• Artificial Intelligence Supervisor (Industry/Tech Units)
• Expert Python Developer
• Junior AI Developer 
• Assistant Database Administrator / Junior Database Developer 
• Data Manipulator / Entry‑Level Python Developer
• Freelancer in AI, Data Science, and Automation Projects (Upwork, Fiverr, etc.) 

YEAR 2 – Core AI, Data Science & Databases

YEAR 3 – Machine Learning, Deep Learning & AI Applications

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