Artificial Intelligence for Simple Games

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Learn how to use powerful Deep Reinforcement Learning and Artificial Intelligence tools on examples of AI simple games!


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


If youā€™re looking for a creative way to dive into Artificial Intelligence, then ā€˜Artificial Intelligence for Simple Gamesā€™ 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.


Why Choose This Course?

  1. Whether youā€™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 SuperDataScienceā€™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.

  5. Community and Support: Join a community of like-minded learners and professionals, with access to expert support throughout your learning journey.



ā€˜AI for Simple Gamesā€™ Curriculum:

  • Section #1 ā€” 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 ā€” 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 ā€” 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 ā€” Finish off the course by building your very own version of the classic game, Snake! Here youā€™ll utilize Convolutional Neural Networks by building an AI that mimics the same behavior we see when playing Snake.



So, are you ready to build your own game AI?

Come join us, never stop learning, and enjoy AI!

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Accelerate your Career and boost your Earning Potential with our Expert Instructors & Community! What Youā€™ll Unlock: - šŸŽ“ 40+ Courses (over 200 hours!) - šŸš€ 17 Specialized Career Paths - šŸ“ Quizzes and Practice Activities - šŸ“œ Certificates for Courses & Career Paths - šŸ† Prizes for Learning - šŸ§Ŗ Weekly Live Labs (plus recordings!) - šŸŽÆ Monthly Missions to practice even more - šŸ’¼ Monthly Career Booster Events - šŸ’¬ Full access to the SDS Community - āš” Monthly Speed Networking - šŸ„ Monthly Resume Clinics - šŸ‘„ Group Mentorship Program "In just a few months of learning at SDS, I landed a Data Analyst job!" ā€” Sanaz Afshar, California

Pro Subscription - Monthly

$157

/ Month

Accelerate your Career and boost your Earning Potential with our Expert Instructors & Community! What Youā€™ll Unlock: - šŸŽ“ 40+ Courses (over 200 hours!) - šŸš€ 17 Specialized Career Paths - šŸ“ Quizzes and Practice Activities - šŸ“œ Certificates for Courses & Career Paths - šŸ† Prizes for Learning - šŸ§Ŗ Weekly Live Labs (plus recordings!) - šŸŽÆ Monthly Missions to practice even more - šŸ’¼ Monthly Career Booster Events - šŸ’¬ Full access to the SDS Community - āš” Monthly Speed Networking - šŸ„ Monthly Resume Clinics - šŸ‘„ Group Mentorship Program Plus, Pro Plan perks just for you: - šŸŒŸ A Personalized Career Path built around your goals - šŸ§‘ā€šŸ« 1-on-1 Mentoring Sessions every month - āœļø Personalized Resume Reviews "In just a few months of learning at SDS, I landed a Data Analyst job!" ā€” Sanaz Afshar, California

Course content

14 sectionsā€¢122 lessonsā€¢12 hr 22 min