inflearn logo

Deep Learning for Everyone - Deep Reinforcement Learning

In the second season of Professor Kim Seong-hun's "Deep Learning for All" course from Hong Kong University of Science and Technology, we will learn about "reinforcement learning."

(5.0) 128 reviews

11,067 learners

Level Intermediate

Course period Unlimited

Deep Learning(DL)
Deep Learning(DL)
Reinforcement Learning(RL)
Reinforcement Learning(RL)
Deep Learning(DL)
Deep Learning(DL)
Reinforcement Learning(RL)
Reinforcement Learning(RL)

Reviews from Early Learners

5.0

5.0

이다민

100% enrolled

너무 좋습니다. 기초적으로 많은 내용을 알아갈 수 있었습니다. 설명도 좋고, 초반에 전체 그림을 설명해주고 시작해서 헤매지 않고 강의를 다 들을 수 있었습니다

5.0

형섭

67% enrolled

It's the best.

5.0

촙촙

33% enrolled

That's funny haha

What you will gain after the course

  • Reinforcement Learning

  • TensorFlow

1. Course Introduction

This Reinforcement Learning course is the second in the "Deep Learning for All" series by Professor Sunghoon Kim of the Hong Kong University of Science and Technology. It precedes the Basic Machine Learning and Deep Learning courses . The course will be updated gradually, with one lecture per week.

Watching the match between AlphaGo and Lee Sedol, I've come to believe that machine learning, with sufficient data, can surpass or even surpass the intuition and decision-making abilities that humans are known to excel at. As Professor Andrew Ng has said, in this day and age, understanding and mastering machine learning effectively would be a true "superpower."

We've prepared video lectures to help more people understand machine learning and deep learning and use these powerful tools to solve their own problems. Furthermore, we've gone beyond the theoretical aspects and included practical implementations using TensorFlow, Google's recently released open-source machine learning framework. We've strived to make these machine learning and deep learning courses accessible to anyone without prior knowledge of mathematics or computer science.

2. Helpful people

  • Anyone interested in artificial intelligence
  • For those who want to understand the concepts of machine learning and deep learning
  • Anyone who wants to try implementing the machine learning engine directly
  • Those who have taken the previous basic machine learning and deep learning courses
  • Anyone interested in reinforcement learning

3. References

This video was created while studying on the Internet and other sources, and I used a lot of the materials below.

4. Introduction of knowledge sharers

Kim Seong-hun
I'm studying computer science at the Hong Kong University of Science and Technology. If you have any comments about the videos or lectures, please email me at hunkim+ml@gmail.com.

Recommended for
these people

Who is this course right for?

  • Anyone interested in artificial intelligence

  • For those who want to understand the concepts of machine learning and deep learning

  • Anyone who wants to try implementing machine learning directly

  • Those who have taken the previous basic machine learning and deep learning courses

  • Anyone interested in reinforcement learning

Hello
This is Sung Kim

39,353

Learners

434

Reviews

4.9

Rating

2

Courses

Curriculum

All

18 lectures ∙ (3hr 46min)

Published: 
Last updated: 

Reviews

All

128 reviews

5.0

128 reviews

  • shgudtjq00895483님의 프로필 이미지
    shgudtjq00895483

    Reviews 1

    ∙

    Average Rating 5.0

    5

    67% enrolled

    It's the best.

    • kukaeden님의 프로필 이미지
      kukaeden

      Reviews 549

      ∙

      Average Rating 5.0

      5

      22% enrolled

      I learned a lot about OpenAI! Thank you for the great lecture~!

      • huklam365295님의 프로필 이미지
        huklam365295

        Reviews 6

        ∙

        Average Rating 4.7

        5

        100% enrolled

        너무 좋습니다. 기초적으로 많은 내용을 알아갈 수 있었습니다. 설명도 좋고, 초반에 전체 그림을 설명해주고 시작해서 헤매지 않고 강의를 다 들을 수 있었습니다

        • znzldh12340684님의 프로필 이미지
          znzldh12340684

          Reviews 5

          ∙

          Average Rating 5.0

          5

          33% enrolled

          That's funny haha

          • dnfldjf6520님의 프로필 이미지
            dnfldjf6520

            Reviews 1

            ∙

            Average Rating 5.0

            5

            33% enrolled

            I'm learning a lot~

            Similar courses

            Explore other courses in the same field!

            Free