Online Course on AI Solutions with Python

Learn how to develop Artificial Intelligence systems from scratch with Python, the most widely used language in this field.

Nid: 28335
Syllabus
Academic Plan

1. Artificial Intelligence Paradigms

  • History of AI and basic concepts
  • AI paradigms
  • Ethics and current challenges of AI

2. Python Programming

  • Fundamentals of the Python language
    • Control statements
    • Strings
    • Functions
  • Data manipulation
  • Libraries
    • NumPy
    • Pandas
  • Data visualization with Python
  • Dataset preparation

3. Solving a Practical Case

  • Problem statement and objectives
  • Data acquisition and preparation
  • Selection of AI techniques
  • Implementation of a basic model in Python
    • Preprocessing
    • Training
    • Model optimization
  • Model evaluation
    • Model comparison
    • Conclusions
    • Deployment