Python For AI (Artificial Intelligence)

This comprehensive course equips participants with essential skills in Artificial Intelligence (AI), Data Science, Python programming, Mathematics, Data Analytics, and Web Technologies. Python's simplicity, versatility, and extensive libraries make it the preferred language for AI development.

With its clear syntax and rich ecosystem of libraries like TensorFlow, Python facilitates the implementation of AI algorithms and models, making it ideal for both beginners and professionals in AI development.

Syllabus:

• Module 1: Introduction to AI and Data Science
• Introduction to Artificial Intelligence
• Overview of Data Science
• Applications of Data Science
• Data Science Project Life Cycle
• Types of Data
• Module 2: Programming Foundation
• Python Environment Setup
• Variables & Data Types
• Operators in Python
• Making Decisions
• Loops
• Module 3: Programming with Python
• Object-Oriented Programming in Python
• Modules and Functions in Python
• Data Structures in Python
• Iterators & Generators in Python
• Exception Handling
• Files in Python
• Module 4: Mathematics and Data Analytics
• Introduction to Anaconda and Jupyter Notebook
• Basic Statistics with Python
• Statistics and Probability
• Statistical Inference and Hypothesis Testing
• Working with NumPy Arrays
• Understanding TensorFlow
• Programming with Arrays
• Pandas DataFrame and File Operations
• Processing Data in DataFrame
• Module 5: Introduction to Web Technologies
• HTML: Designing a Website
• Introduction to CSS
• CSS Grid Layout
• Introduction to JavaScript
• Document Object Model (DOM)
• JavaScript Calculator
• Introduction to Git
• Git Collaboration
• Hosting HTML Website