Generative AI Mastery

Transform from beginner to AI expert in 5 months. Build production-ready AI applications with hands-on projects and industry mentorship.

Duration
5 Months
Classes
Fri-Sat-Sun
Format
Live Online
Session
2.5 Hours
100% Hands-on Practice
10+ Real Projects
24/7 Access
100% Job Assistance

Why Choose This Course?

A comprehensive program designed to take you from Python basics to deploying production-ready AI applications

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Beginner Friendly

Start with basic Python knowledge. No prior AI experience required. We build your skills from the ground up with clear, structured learning paths.

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Industry-Ready Skills

Learn tools and techniques used by top tech companies. Master PyTorch, Hugging Face, GPT, Stable Diffusion, and modern AI frameworks.

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Project-Based Learning

Build 5+ real-world projects including chatbots, image generators, and AI applications. Create a portfolio that impresses employers.

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Expert Mentorship

Get personalized guidance from industry professionals. Regular code reviews, career advice, and one-on-one mentorship throughout the program.

Complete Curriculum

5 comprehensive modules taking you from foundations to advanced deployment

01
Month 1

Foundations of AI and Python for GenAI

Build confidence in data handling and implement simple machine learning models

  • Python essentials: NumPy, Pandas, and data visualization
  • Core AI/ML concepts: Supervised and unsupervised learning
  • Mathematical foundations: Linear algebra and gradient descent
  • Introduction to neural network basics
Hands-On Project

Build a complete dataset analyzer and create a spam classifier using real-world data

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Python & Data Science
Master essential tools for AI development
NumPy Pandas Matplotlib
02
Month 2

Deep Learning Fundamentals

Implement core deep learning architectures relevant to content generation

  • Neural networks architecture: Perceptrons and backpropagation
  • Convolutional Neural Networks (CNNs) for image processing
  • Recurrent Neural Networks (RNNs) and LSTMs for sequences
  • Natural Language Processing fundamentals
Hands-On Project

Develop an image classifier (cats vs dogs) and build a sentiment analysis system

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Deep Learning
Build powerful neural networks
PyTorch CNNs RNNs LSTMs
03
Month 3

Introduction to Generative Models

Generate synthetic data and understand foundational generative AI techniques

  • Variational Autoencoders (VAEs) for data reconstruction
  • Generative Adversarial Networks (GANs) architecture
  • Understanding generator and discriminator dynamics
  • Transformer architecture and attention mechanisms
Hands-On Project

Create a digit reconstructor using VAEs and build a simple text generation system

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Generative Models
Create synthetic data & content
VAEs GANs Transformers
04
Month 4

Advanced Generative AI Techniques

Master high-fidelity models and build context-aware AI applications

  • Advanced GANs and diffusion models (Stable Diffusion)
  • Large Language Models: GPT architecture deep dive
  • Prompt engineering and fine-tuning techniques
  • Retrieval-Augmented Generation (RAG) systems
  • Multimodal AI: Text-to-image generation
Hands-On Project

Build a custom face generator and develop an intelligent Q&A chatbot with RAG

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Advanced GenAI
Master LLMs & Diffusion Models
GPT Stable Diffusion RAG
05
Month 5

Deployment, Ethics & Capstone Project

Deploy production-ready applications with ethical AI considerations

  • Building APIs with Flask and FastAPI
  • Cloud deployment: AWS, Azure, and Hugging Face Spaces
  • Ethical AI: Bias detection and mitigation strategies
  • Responsible AI practices and governance
  • Portfolio building and GitHub best practices
Capstone Project

Develop and deploy a complete GenAI application (e.g., personalized story generator) with full ethical audit

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Deploy & Scale
Production-ready applications
Flask AWS Docker APIs

What You'll Master

Comprehensive skills that make you job-ready for the AI industry

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Data Manipulation

Master AI dataset handling, preprocessing, and visualization using Python's powerful libraries

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Neural Network Expertise

Build and train neural networks achieving 85%+ accuracy on industry benchmarks

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Content Generation

Generate high-quality synthetic content using GANs, VAEs, and diffusion models

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LLM Fine-Tuning

Customize large language models for real-world tasks like chatbots and RAG systems

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Production Deployment

Launch scalable GenAI applications on cloud platforms with professional APIs

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Ethical AI Practices

Implement bias mitigation and responsible AI development methodologies

The AI Opportunity

Why now is the perfect time to start your Generative AI career

$59.01B
Global GenAI market size in 2025, growing to $109.37B by 2030
170M
New AI-related jobs to be created globally by 2030
88%
Of companies actively using AI technologies in 2025
256+
ML jobs currently available in Pakistan's growing tech sector

Internship & Career Pathways

Access extensive opportunities both locally and globally upon completion

Internee.pk

  • Virtual AI/ML internships with industry exposure
  • Hands-on data collection and AI application projects
  • Certificate upon completion

Tech Hub Opportunities

  • 400+ AI intern roles across Lahore and Islamabad
  • Positions at leading tech companies and startups
  • Available via Indeed and Glassdoor

Government Initiatives

  • National AI Policy 2025 support programs
  • Public sector AI training and internships
  • Ecosystem development opportunities

Scale AI

  • Hands-on GenAI internships with expert mentorship
  • Summer 2025 program opportunities
  • Work on cutting-edge AI projects

Crayon Data & AI Internship

  • 6-month global program in ML/GenAI
  • Relocation support provided
  • International team collaboration

Tech Giants

  • Research intern positions at Google AI, OpenAI, Meta
  • 206+ GenAI internships via Indeed/Internshala
  • Remote and on-site opportunities available

What Makes Us Different

Premium features designed for your success

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Live + Recorded

Attend interactive live sessions and access recordings anytime for revision and review

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Personal Mentorship

Get one-on-one guidance from industry experts throughout your learning journey

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Hands-On Coding

100% practical work with Jupyter/Colab on real-world AI projects and applications

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Industry Certificate

Earn recognized MyCortex certification upon successful course completion

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Job Placement

Career guidance, resume building, and connections to hiring partners

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Community Support

Active Slack & WhatsApp forums for peer learning and networking

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Project Reviews

Regular assessments through assignments and project evaluations on Google Classroom

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Portfolio Building

Create a professional GitHub portfolio with 5+ production-ready projects

Ready to Start Your AI Journey?

Join thousands of students who have transformed their careers with MyCortex. Enroll now and take the first step towards becoming a GenAI expert.

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Email Us
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Call/WhatsApp (Pakistan)
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Website
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