Bio-Inspired Algorithms

Explore the foundations and practical applications of bio-inspired algorithms in Python. This course covers evolutionary computation, swarm intelligence, and other nature-inspired optimization techniques, using only standard Python and permitted scientific libraries.Show more

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16 chapters

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Codefinity advantages

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Outcomes

Learning outcomes

Modules

Testimonials

Recommendations

Codefinity advantages

FAQs

What you will learn

Understanding the core principles of bio-inspired computation
Exploring genetic, swarm, and immune system algorithms
Building optimization models using evolution, swarms, and selection
Applying bio-inspired methods to real-world data and anomaly detection

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16 assignments

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There are 4 modules in this course

Understand the motivation, history, and core principles behind bio-inspired computation, including evolution, adaptation, and swarm intelligence.

Dive into the structure, operators, and parameter tuning of genetic algorithms.

Investigate algorithms inspired by collective behavior in nature, including ants, particles, and other swarms.

Explore the principles and algorithms inspired by the biological immune system, including negative selection and clonal selection.

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The teaching methodology at Codefinity is excellent, and I particularly appreciate how it has prepared me to handle real-world coding problems. Currently, I am delving into Node.js and eagerly anticipate building full-stack projects that integrate all the knowledge I have gained.

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Stephanie Chan

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Your subscription also includes:

Integrating ChatGPT into a Web Application

AI Powered Web Development Essentials

Introduction to Neural Networks

ML Introduction with scikit-learn

Introduction to NLP

Introduction to TensorFlow

Classification with Python

Cluster Analysis

Introduction to RNNs

Agentic AI for Business

AI Tools for Task Automation

Coding with AI

Integrating ChatGPT into a Web Application

AI Powered Web Development Essentials

Introduction to Neural Networks

ML Introduction with scikit-learn

Introduction to NLP

Introduction to TensorFlow

Classification with Python

Cluster Analysis

Introduction to RNNs

Agentic AI for Business

AI Tools for Task Automation

Coding with AI

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