Advanced Python & AI/ML
Comprehensive Python programming course focused on AI and Machine Learning. Master essential libraries including NumPy, Pandas, Matplotlib, and TensorFlow. Build real-world ML models, understand the mathematics behind algorithms, and prepare for a career in data science and AI development.
Ages 16+
By Dr. Ahmed Khan
PKR 40,000
What You'll Learn
- Perform data analysis and visualization with NumPy, Pandas, and Matplotlib
- Build and evaluate supervised learning models for regression and classification
- Construct neural networks using TensorFlow and Keras
- Deploy a complete ML project from data cleaning to model serving
Course Highlights
- Python mastery for AI/ML
- NumPy, Pandas & Matplotlib
- TensorFlow fundamentals
- Build 5+ ML projects
- Mathematics for AI
- Industry-ready portfolio
Curriculum
7 modules · 21 sessions over 14 weeks
Week 1-2
- Advanced Python OOP
- Data Structures
- File Handling & APIs
Week 3-4
- NumPy Deep Dive
- Array Operations
- Linear Algebra with NumPy
Week 5-6
- Pandas Mastery
- Data Cleaning & Transformation
- Exploratory Data Analysis
Week 7-8
- Data Visualization
- Matplotlib & Seaborn
- Statistical Analysis
Week 9-10
- Machine Learning Fundamentals
- Supervised Learning
- Regression & Classification
Week 11-12
- Deep Learning Intro
- TensorFlow Basics
- Neural Networks
Week 13-14
- Capstone ML Project
- Model Deployment
- Portfolio & Certification