Artificial Intelligence #7 : Genetic Algorithm Optimization

Learn how to solve optimization problem using Genetic Algorithm Optimization Method
2.93 (22 reviews)
Udemy
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English
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Data Science
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Artificial Intelligence #7 : Genetic Algorithm Optimization
1 562
students
1.5 hours
content
Nov 2018
last update
$29.99
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Why take this course?

🎓 Course Title: Artificial Intelligence #7: Genetic Algorithm Optimization


Course Headline:

Unlock the Power of Optimization with Genetic Algorithm Optimization Method 🚀


Course Description:

Are you intrigued by the concept of Genetic Algorithm (GA) Optimization Method and its applications in solving complex optimization problems? Do you aspire to master the art of finding Min/Max points with ease using Python and the DEAP library? If your answer is a resounding "Yes", then this course is tailored just for you!

What You'll Learn:

  • Theoretical Foundations: Dive deep into the theory behind Genetic Algorithm Optimization Method. Understand the core principles, including mutation, crossover, and selection, which are pivotal to the effectiveness of GAs. 📚

  • Practical Implementation: Translate your newfound knowledge into practice by using Python and the DEAP library to optimize simple functions, navigate through trigonometric functions, and conquer the notoriously complex Travelling Salesman Problem (TSP). 🖥️

Course Breakdown:

  1. Genetic Algorithm Theory: Get familiar with the underlying concepts of GAs and their mechanisms for problem-solving.

  2. Python & DEAP for Optimization: Start with simple functions and gradually move to more complex ones, mastering the use of Python and DEAP in the process.

  3. Trigonometric Function Optimization: Tackle the intricacies of optimizing trigonometric functions, fine-tuning your GA to handle multifaceted challenges.

  4. Solving Travelling Salesman Problem (TSP): Learn how to apply GAs to solve one of the most famous optimization problems in computer science—the TSP—with just a few lines of Python code.


📘 Important Information Before Enrolling:

  • Money-Back Guarantee: If you find this course is not beneficial for your career goals within 30 days, you are eligible for a full refund, no questions asked!

  • Lifetime Access: Once you enroll, you have unlimited access to the course materials forever.

  • Free Course Updates: Enjoy free access to any future updates or improvements made to the course content.

  • Full Support: I am committed to providing you with my full support throughout your learning journey should you have any issues or suggestions.

  • Free Preview Lectures: Check out our FREE PREVIEW lectures for a taste of what the course has to offer!


🚀 Take Action Now!

Don't let this opportunity slip by—click the "Take This Course" button and embark on your journey to mastering Genetic Algorithm Optimization Method today! Remember, every second counts, so act now. 🏃‍♂️

I eagerly await your presence in our learning community, where together we'll unlock the full potential of Artificial Intelligence in optimization problems.

Best Regards, Sobhan N.

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1896038
udemy ID
05/09/2018
course created date
21/11/2019
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