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Artificial Intelligence for Simple Games

Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games!
4.2
4.2/5
(140 reviews)
1,551 students
Created by

9.2

CourseMarks Score®

9.6

Freshness

7.9

Feedback

9.6

Content

Platform: Udemy
Price: $17.99
Video: 12h 23m
Language: English
Next start: On Demand

Top Artificial Intelligence courses:

Detailed Analysis

CourseMarks Score®

9.2 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

9.6 / 10
This course was last updated on 2/2021.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

7.9 / 10
We analyzed factors such as the rating (4.2/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Content Score

9.6 / 10
Video Score: 9.5 / 10
The course includes 12h 23m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
The average video length is 5 hours 31 minutes of 172 Artificial Intelligence courses on Udemy.
Detail Score: 9.7 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 9.5 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

2 articles.
0 resource.
0 exercise.
0 test.

Table of contents

Description

Ever wish you could harness the power of Deep Learning and Machine Learning to craft intelligent bots built for gaming?

If you’re looking for a creative way to dive into Artificial Intelligence, then ‘Artificial Intelligence for Simple Games’ is your key to building lasting knowledge.

Learn and test your AI knowledge of fundamental DL and ML algorithms using the fun and flexible environment of simple games such as Snake, the Travelling Salesman problem, mazes and more.

1. Whether you’re an absolute beginner or seasoned Machine Learning expert, this course provides a solid foundation of the basic and advanced concepts you need to build AI within a gaming environment and beyond.

2. Key algorithms and concepts covered in this course include: Genetic Algorithms, Q-Learning, Deep Q-Learning with both Artificial Neural Networks and Convolutional Neural Networks.

3. Dive into SuperDataScience’s much-loved, interactive learning environment designed to build knowledge and intuition gradually with practical, yet challenging case studies.

4. Code flexibility means that students will be able to experiment with different game scenarios and easily apply their learning to business problems outside of the gaming industry.

‘AI for Simple Games’ Curriculum

Section #1 — Dive into Genetic Algorithms by applying the famous Travelling Salesman Problem to an intergalactic game. The challenge will be to build a spaceship that travels across all planets in the shortest time possible!

Section #2 — Learn the foundations of the model-free reinforcement learning algorithm, Q-Learning. Develop intuition and visualization skills, and try your hand at building a custom maze and design an AI able to find its way out.

Section #3 — Go deep with Deep Q-Learning. Explore the fantastic world of Neural Networks using the OpenAI Gym development environment and learn how to build AIs for many other simple games!

Section #4 — Finish off the course by building your very own version of the classic game, Snake! Here you’ll utilize Convolutional Neural Networks by building an AI that mimics the same behavior we see when playing Snake.

You will learn

✓ SOLVE THE TRAVELLING SALESMAN PROBLEM
✓ Understand and implement Genetic Algorithms
✓ Get the general AI framework
✓ Understand how to use this tool to your own projects
✓ SOLVE A COMPLEX MAZE
✓ Understand and implement Q-Learning
✓ Get the right Q-Learning intuition
✓ Understand how to use this tool to your own projects
✓ SOLVE MOUNTAIN CAR FROM OPENAI GYM
✓ Understand and implement Deep Q-Learning
✓ Build Artificial Neural Networks with Keras
✓ Use the environments provided in OpenAI Gym
✓ Understand how to use this tool to your own projects
✓ SOLVE SNAKE
✓ Understand and implement Deep Convolutional Q-Learning
✓ Build Convolutional Neural Networks with Keras
✓ Understand how to use this tool to your own projects

Requirements

• High school maths
• Basic knowledge of programming, such as “if” conditions, “for” and “while” loops, etc.

This course is for

• Anyone interested in beginning their AI journey
• Anyone interested in creating an AI for games
• Anyone looking for flexible tools to solve many kinds of Artificial Intelligence problems
• A data science enthusiast looking to expand their knowledge of AI

How much does the Artificial Intelligence for Simple Games course cost? Is it worth it?

The course costs $17.99. And currently there is a 82% discount on the original price of the course, which was $99.99. So you save $82 if you enroll the course now.
The average price is $14.7 of 172 Artificial Intelligence courses. So this course is 5% cheaper than the average Artificial Intelligence course on Udemy.

Does the Artificial Intelligence for Simple Games course have a money back guarantee or refund policy?

YES, Artificial Intelligence for Simple Games has a 30-day money back guarantee. The 30-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Artificial Intelligence for Simple Games course, but there is a $82 discount from the original price ($99.99). So the current price is just $17.99.

Who is the instructor? Is Jan Warchocki a SCAM or a TRUSTED instructor?

Jan Warchocki has created 1 courses that got 140 reviews which are generally positive. Jan Warchocki has taught 801,843 students and received a 4.5 average review out of 140 reviews. Depending on the information available, Jan Warchocki is a TRUSTED instructor.
Artificial Intelligence Engineer
Hi! My name is Jan Warchocki and I’m an Artificial Intelligence specialist from Poland.




Around two years ago I have started my AI journey with SuperDataScience and Hadelin de Ponteves’ courses on Udemy. Since then I have created multiple AI projects on my own, which are based on subjects such as Reinforcement Learning and Deep Learning. By building those models I have broadened my experience and knowledge on these topics.




Today I would like to share with you the knowledge that I have gained throughout my journey. I sincerely hope that I will encourage you to start your own AI journey!

9.2

CourseMarks Score®

9.6

Freshness

7.9

Feedback

9.6

Content

Platform: Udemy
Price: $17.99
Video: 12h 23m
Language: English
Next start: On Demand

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