Udemy – Bio-inspired Artificial Intelligence Algorithms 2022-5

Published on: 2024-11-16 14:14:52

Categories: 28

Description

Bio-inspired Artificial Intelligence Algorithms course. In this course, you will learn the theory and especially the practical implementation of the most original and widely used algorithms inspired by nature! By the end of the course, you’ll have all the tools you need to build AI solutions that can be applied to your own problems! The course is divided into six sections that cover various algorithms applied to real-world case studies. Each type of problem requires different techniques to solve it. Once you understand the intuition and implementation of nature-inspired algorithms, it will be easier to identify the best techniques to apply in each scenario. During the course, all code will be implemented step by step using the Python programming language! We’ll be using Google Colab, so you don’t need to worry about installing libraries on your device, because everything will be developed online using Google GPUs!

What you will learn in Bio-inspired Artificial Intelligence Algorithms course

Understanding the theory and practice of the main artificial intelligence algorithms inspired by nature
Solve real-world optimization problems using algorithms inspired by nature
Air ticket price minimization using genetic algorithms
Create custom menus using differential evolution
Classification of handwritten numbers using artificial neural networks
Matching antibodies and antigens with a clonal selection algorithm, used in number detection.
Curriculum optimization using particle swarm optimization
Solving shortest path problems using ant colony algorithm

This course is suitable for people who

Interested in how computer science draws inspiration from nature
Interested in AI algorithms, especially those inspired by biology
Developers who want to solve real-world optimization and classification problems
Data scientists who want to boost their resumes