Data Science with AI/ML
Python Programming Essentials
- Python Fundamentals
- OOPs Concepts
- File Handling
- Exception Handling
Data Science Fundamentals
- Introduction to Data Science
- Data Analysis using NumPy & Pandas
- Data Visualization using Matplotlib & Seaborn
AI / Machine Learning
- Machine Learning Concepts
- Types of Machine Learning
- Regression Techniques
- Classification Techniques
- Clustering Techniques
- Model Evaluation & Optimization
- Implementation of ML Algorithms
Web Development
- HTML CSS & JavaScript
- Bootstrap & Responsive Design
Django Framework
- Introduction to Django
- MVC & MVT Architecture
- Django Project Structure
- URL Routing & Views
- Templates & Forms
- Models & ORM
- Dynamic Web Applications
- User Input & Prediction Forms
- Integrating ML Models with Django
- PROJECT