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Reinforcement Learning and AI Applications

Gain hands-on experience building intelligent systems that go beyond rule-based programming. Explore the practical applications of reinforcement learning in diverse domains, from gaming strategies to enhancing customer support services.

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4 Guided Projects

About this Learning Path

Crafted to equip you with the skills and insights necessary to harness the power of reinforcement learning across a spectrum of applications.

The first course, "Build your own Unbeatable TicTacToe AI," serves as a foundation, guiding you through the process of constructing an intelligent TicTacToe player. This hands-on experience introduces you to the fundamentals of reinforcement learning and lays the groundwork for understanding how AI systems can learn optimal strategies.

Continuing the exploration, the learning path ventures into "Playing TicTacToe with Reinforcement Learning and OpenAI Gym," where you'll witness the integration of reinforcement learning algorithms with the versatile OpenAI Gym platform. Experience the practical implementation of reinforcement learning in a gaming environment, showcasing the adaptability of these techniques to diverse scenarios.

The journey extends into the realm of strategic decision-making with "Win Blackjack with Reinforcement Learning." Uncover the intricacies of applying reinforcement learning to master the complexities of the popular card game, demonstrating the versatility of these algorithms in optimizing decision-making processes.

The learning path concludes with a focus on practical, real-world applications in "Improve Customer Support with AI-powered Voice Services." Explore how reinforcement learning can enhance customer support through AI-powered voice services. Witness the intersection of cutting-edge technology and customer interaction, providing a glimpse into the future of personalized and efficient support systems.

Join us on this learning path to not only understand the theoretical foundations of reinforcement learning but to also witness its practical applications in diverse domains. Whether you aspire to develop intelligent gaming agents or revolutionize customer support services, this learning path empowers you to navigate the frontiers of AI and reinforcement learning with confidence and expertise.
Average Course Rating

4.4 out of 5

Skills You Will Learn

Machine Learning, Artificial Intelligence, Data Science, Python, Natural Language Processing, Web Development, Embeddable AI, AI Application

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  • Build your own Unbeatable TicTacToe AI
    Beginner Guided Project Artificial Intelligence

    Build your own Unbeatable TicTacToe AI

    Everyone has played TicTacToe at least once in their life. Have you ever thought about creating your own AI TicTacToe player? Reinforcement Learning can help you with that. In this project, you will explore the basics of Reinforcement Learning and the Monte Carlo Method. You will learn how to train your own agent and create a highly-skilled AI player. This project is an interesting and challenging way to apply machine learning concepts to a well-known game.

    4.2
    (37 Reviews)
    243 Enrolled
    60 Minutes
  • Playing TicTacToe with Reinforcement Learning and OpenAI Gym
    Intermediate Guided Project Data Science

    Playing TicTacToe with Reinforcement Learning and OpenAI Gym

    Learn how to create and teach an agent that never loses to play TicTacToe using a Reinforcement Learning algorithm called Temporal Difference Learning and Open AI Gym

    4.4
    (96 Reviews)
    1.04k+ Enrolled
    45 Minutes
  • Win Blackjack with Reinforcement Learning
    Intermediate Guided Project Artificial Intelligence

    Win Blackjack with Reinforcement Learning

    Las Vegas casinos generate over $13 billion per year, Have you ever thought about creating your own AI, to beat the house? Reinforcement Learning is the perfect tool. In this project, you will explore the basics of Reinforcement Learning and Monte Carlo Method. You will learn how to train your own agent to play the optimum game of Blackjack. Discover better ways to train your agent and analyze its performance. You will also answer the question can you beat the house?

    4.5
    (43 Reviews)
    252 Enrolled
    1 Hour
  • Improve Customer Support with AI-powered Voice Services
    Intermediate Guided Project Artificial Intelligence

    Improve Customer Support with AI-powered Voice Services

    In this guided project, you will create a voice-enabled pizza-ordering application using embeddable AI and deploy it with Flask. Learn how to use Flask to deploy machine-learning models, allowing anyone to interact with them through an intuitive user interface and see the results for themselves. Don't let the challenge of training AI hold you back - our cutting-edge embeddable AI libraries can be seamlessly integrated into your enterprise applications.

    4.5
    (253 Reviews)
    1.25k+ Enrolled
    50 Minutes

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