Course Details

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