HAYA INSTITUTE OF TECHNOLOGY & SKILL

Department of Academic Affairs & Vocational Certification

Shahrah-e-Faisal Near Baloch Pul, Karachi | Helpline: 03020042222

100% Free

Batch 1 Scholarship Track

AI & Data Track

Artificial Intelligence & Generative AI

Build intelligent systems with Python, LangChain, RAG architecture, LLM fine-tuning, and modern computer vision algorithms.

Program Duration

6 Months

Class Schedule

3 Days / Week

Tuition Fee

100% Free (Welfare)

Lead Mentor

Dr. Kamran Qureshi

Course Overview & Training Objectives

A comprehensive deep dive into applied machine learning, neural networks, and generative AI. Students build enterprise RAG pipelines and custom autonomous AI agents that interact with databases and external APIs.

Comprehensive Module Breakdown

Module 1

Python for Data Science & Numerical Computing (NumPy, Pandas)

Module 2

Machine Learning Fundamentals & Scikit-Learn

Module 3

Deep Learning Architecture with PyTorch

Module 4

Large Language Models (LLMs), Embeddings & Vector Databases

Module 5

LangChain & Retrieval-Augmented Generation (RAG)

Module 6

Autonomous AI Agents & Production Deployment

Hands-On Lab Focus:

80% Practical laboratory execution on dedicated workstations.
Live project building (Portfolio development for remote work).
Direct mentorship by experienced senior industry architects.

Certification & Recognition:

Official Certificate of Completion awarded by HITS & Haya Foundation.
Capstone project defense evaluated by industry leaders.
Recommendation letters & freelancing placement support.

Haya Institute of Technology & Skill (HITS) — Campus: Shahrah-e-Faisal Near Baloch Pul, Karachi | Helpline: 03020042222 | info@hayainstitute.edu.pk