Python, AI & Machine Learning Bootcamp
Master Python programming, Data Science, NumPy, Pandas, Scikit-Learn, Deep Learning with PyTorch, Computer Vision, and Generative AI with LLMs.
Program Overview
The Python, AI & Machine Learning Bootcamp at Pak Royal College is an intensive hands-on program engineered to take students from core Python scripting to building and fine-tuning cutting-edge neural networks, computer vision pipelines, and Large Language Model (LLM) agents. Students train models using dedicated GPU servers, working on real-world datasets in healthcare, financial forecasting, predictive analytics, and natural language processing.
Why Study Python, AI & Machine Learning Bootcamp at Pak Royal College?
Highest Demand Tech Skill
AI engineers and Python developers are the most sought-after tech talent locally and globally.
Dedicated GPU Compute Lab
Train deep neural networks and transformer models on high-performance Nvidia RTX GPU workstations.
Generative AI & LLMs
Learn prompt engineering, RAG (Retrieval-Augmented Generation), LangChain, and OpenAI/Claude APIs.
Portfolio-Driven Learning
Build 5 production-grade AI projects hosted on GitHub and HuggingFace for job interviews.
Academic Curriculum & Semester Breakdown
Explore course codes, credit distribution, and practical lab components across each academic semester.
| Course Code | Course Title | Credit Hours | Course Type |
|---|---|---|---|
| PY-101 | Python Fundamentals, OOP & Scripting Mastery | 45 Hours | Core Programming |
| PY-102 | Data Science Stack (NumPy, Pandas, Exploratory Data Analysis) | 45 Hours | Data Analysis |
Program Learning Outcomes
Python Programming Mastery
Write clean, modular, and high-performance Python code using OOP, decorators, and generators.
Data Analysis & Visualization
Clean, manipulate, and visualize complex datasets using NumPy, Pandas, Matplotlib, and Seaborn.
Classical Machine Learning
Build predictive models with regression, classification, clustering, random forests, and XGBoost.
Deep Learning & Generative AI
Design convolutional neural networks (CNNs), vision transformers, and RAG pipelines with LangChain.
Skills & Technologies You Will Master
Where Can This Degree Take You?
Potential career trajectories and roles pursued by our graduates.
Design, build, and deploy automated predictive algorithms and neural models.
Extract actionable insights, statistical patterns, and business intelligence from data.
Build custom LLM agents, intelligent chatbots, and document search systems.
Automate complex business workflows, web scraping, and data pipelines.
Admission Requirements
Required Application Documents:
- CNIC copy
- 1 passport photograph
Fee & Payment Schedule
* GPU lab access and course certificate included.
Scholarships Available for this Program
- Merit discount up to 25% for high-achieving students
Frequently Asked Questions
Is prior coding experience required?
No prior programming background is required. The bootcamp begins with complete beginner-friendly Python basics and advances to cutting-edge AI.
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