강의

N
챌린지

멘토링

N
클립

로드맵

BEST
하드웨어

/

반도체

설계독학맛비's 실전 AI HW 설계를 위한 바이블, CNN 연산 완전정복 (Verilog HDL + FPGA 를 이용한 가속기 실습)

맛비와 함께 AI 하드웨어의 기본을 공부합니다. 비메모리 설계 전문가로서 좋은 AI HW를 설계하기 위한 필수 지식을 담았습니다.

(5.0) 수강평 33개

수강생 657명

  • 설계독학맛비
Verilog HDLFPGACNN임베디드

먼저 경험한 수강생들의 후기

이런 걸 배울 수 있어요

  • 현업 비메모리 설계자의 Insight

  • AI HW 설계를 위한 필수 지식

  • HW 가속기 설계 경험

AI HW 설계를 위한 핵심 바이블!
실전에서 바로 쓸 수 있는 경험을 쌓을 수 있어요.

비메모리 설계 전문가를 꿈꾸는 당신을 위한
맛비 유니버스 로드맵을 확인해보세요. (그림 click 시 상세 로드맵 page 로 이동합니다.)

안녕하세요! 
설계독학의 맛비입니다.

Velilog HDL Season1과 FPGA Season1에 이은 세 번째 강의입니다.
필수는 아니지만, 선수 강의를 완료하신 분들이 들으셨을 때 배울 수 있는 내용을 중점적으로 구성했습니다.

이번 강의에서는 비메모리 설계자, 하드웨어 엔지니어로서 꼭 알아야 할 AI HW(AI Hardware) 설계에 대해 다룹니다. 
AI HW 설계가 무엇인지부터 최적의 AI HW 설계를 위해서는 어떻게 해야 하는지 궁금하신 분들이라면 이 강의에 주목해주세요!

비메모리 반도체 설계의 필수 교양!

💡 수강 전 확인해주세요!

  • 본 강의에서는 선수 강의 커리큘럼에 해당하는 부분을 다루지 않습니다. 선수 강의에서 다루는 내용에 대한 질문은 선수 강의에서 받고 있으니, 준비가 되신 분들의 수강신청을 부탁드립니다 🙂
  • 자세한 소개영상 및 커리큘럼은 미리보기 영상을 통해 확인하실 수 있습니다. 수강신청 전 꼭 시청 부탁드립니다!

AI HW 설계 분야의 많은 기회가
기다리고 있습니다.

AI HW 설계 분야는 성숙된 지 10년이 채 안 된 분야입니다. 그만큼 수많은 국내외 스타트업들이 각자 세계 최고의 테크 기업이 되기 위해 노력하고 있습니다.

실제로 AI HW인 GPU, AI ASSP/ASIC (NPU), FPGA의 수요가 꾸준히 증가하고 있어 향후 10년 이상 지속적으로 미래 가치가 상승할 것으로 예상됩니다. 신생 기술 + 기대수요가 큰 시장이라는 특징이 일러주듯, 앞으로도 AI HW 분야의 전망이 밝으리라 확신합니다. 이는 AI HW 분야에 있는 여러분들에게 크나큰 기회가 기다리고 있다는 의미이기도 합니다.

출처: Semiconductor Engineering

시장에서 활발히 전문 기술을 요구하는 AI HW 설계 분야를 공부하신다면 여러분들의 몸값 또한 증가합니다.
이미 업계 상위 1%의 연봉을 받는다고 해도, 분명 더 높은 연봉을 받을 기회가 여러분께 있습니다.

이 강의를 모두 듣고 나면

여러분은 좋은 AI HW를 설계하실 준비가 되셨습니다.
기술 수요가 발생한 지 채 10년도 안 된 신생 분야이니만큼 아직 시장이 성숙되지 않은 상황입니다. 이는 기술의 방향이 정립되지 않았고 기술 노하우 또한 전수되지 않고 있다는 의미입니다.

4년간 AI HW 설계를 해오면서 현업 제품에 사용했던, 실전에서 바로 사용할 수 있는 핵심 이론과 실습을 담았습니다.
AI HW 석/박사 혹은 현업 실무자로 진입을 준비하시는 분들께 이 강의를 추천드립니다.

현업에서 만나요 🖐

읽어주셔서 진심으로 감사합니다.
여기까지 읽으셨다면 제 강의를 수강하지 않으시더라도, 
여러분들께서 훌륭한 설계 엔지니어가 되실 거라 확신합니다. 

선택은 여러분의 몫입니다. 
여러분을 현업에서 만나뵙기를 기대합니다. 

감사합니다. 맛비 드림. 

🎁 설계독학 커뮤니티 회원분께 할인 쿠폰을 드립니다! 🥰

설계독학 커뮤니티에 가입하고, 할인쿠폰을 받아보아요!  가입링크 (클릭)

이런 분들께
추천드려요

학습 대상은
누구일까요?

  • AI HW 관련 취업하신 분, 석박사를 준비하시는 분

  • 디지털 회로 설계 경험 기본기를 갖추신 분

  • AI HW 설계에 관심이 있으신 분

선수 지식,
필요할까요?

  • Verilog HDL

  • FPGA

  • C

안녕하세요
입니다.

4,069

명

수강생

314

개

수강평

1,273

개

답변

5.0

점

강의 평점

5

개

강의

안녕하세요. 설계독학의 맛비입니다.

현) Global Top5 Fabless기업에서 HW IP 설계하고 있습니다.

세상에 없던 그리고 여러분들의 현업 생활에 도움이 되는, "진짜 반도체 설계 실무 강의"를 만들고 있습니다.

설계독학과 함께할 수 있는 링크입니다. 함께 즐공하고 성장해요!

커리큘럼

전체

25개 ∙ (9시간 24분)

해당 강의에서 제공:

수업자료
강의 게시일: 
마지막 업데이트일: 

수강평

전체

33개

5.0

33개의 수강평

  • soi897님의 프로필 이미지
    soi897

    수강평 6

    ∙

    평균 평점 5.0

    5

    80% 수강 후 작성

    I had an experience accelerating a given model with GPU in the lab. I really wanted to design it myself, but I was at a loss because there were no proper lectures or books that taught me about hardware accelerator design. Then I came across Matbi's AI hardware design lecture. This lecture was very helpful not only for hardware accelerator design methods but also for understanding the basics of deep learning. I recommend this lecture to those who are curious about hardware accelerator design methods and those who want to efficiently study by selecting knowledge that is helpful for hardware design among the vast amount of deep learning knowledge. I'm looking forward to the next lecture!

    • semisgdh
      지식공유자

      Thank you so much for your detailed second comment!! It really helps me a lot in making the next lecture. I made it thinking that it was a lecture for beginners in the field. That means there are a lot of things you can do based on this knowledge in the future, right?! There are a lot of materials on the Internet, so if you read them and study them, it will help you improve your skills. Enjoy :)

  • jumg17047841님의 프로필 이미지
    jumg17047841

    수강평 3

    ∙

    평균 평점 5.0

    5

    60% 수강 후 작성

    Thank you for the great lecture!

    • semisgdh
      지식공유자

      Thank you for leaving a review, Yoonmae! You've already passed the halfway point. If you continue steadily like this, you'll be able to grasp the entire flow of AI accelerator practice at a glance. Let's run together until the finish line!

  • onsaemiro1님의 프로필 이미지
    onsaemiro1

    수강평 5

    ∙

    평균 평점 5.0

    5

    100% 수강 후 작성

    It was very helpful.

    • semisgdh
      지식공유자

      Thank you, Onsaemiro, for leaving a review. (I'm so moved that you left reviews for other courses and here as well 😭) I feel rewarded knowing that the AI accelerator hands-on course was very helpful to you. I'll continue to support you as you keep learning consistently and achieve deeper understanding and results. Enjoy your studies!

  • lkj9021님의 프로필 이미지
    lkj9021

    수강평 1

    ∙

    평균 평점 5.0

    5

    32% 수강 후 작성

    • semisgdh
      지식공유자

      lkj9021, thank you for leaving a course review. Even though it's still the early part of the course, your five-star rating gives me great encouragement. This course is structured so that you can naturally develop design intuition by building theory and practice together, so if you keep following along consistently, you'll feel even greater results in the latter part. Let's go all the way to completion together!

  • sdfkk3님의 프로필 이미지
    sdfkk3

    수강평 1

    ∙

    평균 평점 5.0

    5

    72% 수강 후 작성

    Taking my time to review it several times helped me understand. I think I got stuck because I was rushing too much. Thank you for explaining it in a way that's easy for undergraduates to understand and for your kind responses.

    • semisgdh
      지식공유자

      lksj112, thank you for leaving another precious course review. I'm especially grateful that you initially had some disappointments, but through review, you came to understand and changed your evaluation positively. When rushing through, there are parts that get stuck, but I'm impressed by how you calmly repeated and understood through multiple attempts. I'm even more grateful that you didn't give up on the course. I won't say my lecture is a perfect lecture. If you complete it to the end and gain something from it, that would be a great reward for me. I'll continue to support you in completing it to the end. Thank you.

₩330,000

설계독학맛비님의 다른 강의

지식공유자님의 다른 강의를 만나보세요!

Design Self-Study Flavor's Practical Verilog HDL Season 2 (Complete Mastery of AMBA AXI4)Course Thumbnail

Design Self-Study Flavor's Practical Verilog HDL Season 2 (Complete Mastery of AMBA AXI4)

semisgdh

Let's build AMBA AXI4 design and VIP verification experience, foundational to SoC Bus, through self-study of design with Verilog HDL!

Intermediate

Intermediate

Verilog HDL, FPGA, amba

Design Self-Study Flavor's Practical Verilog HDL Season 2 (Complete Mastery of AMBA AXI4)Course Thumbnail

Design Self-Study Flavor's Practical Verilog HDL Season 2 (Complete Mastery of AMBA AXI4)

semisgdh

설계독학's Verilog Master Season 1 (Career Leap for Digital Design Engineers Completed Through Practical Coding Test Problems)Course Thumbnail

설계독학's Verilog Master Season 1 (Career Leap for Digital Design Engineers Completed Through Practical Coding Test Problems)

semisgdh

It's time to have your design skills tested. The most important language in semiconductor circuit design... that's Verilog. Solve real problems from domestic and international circuit design interviews, and self-diagnose your Verilog skills. Verilog coding tests are now a must, not an option. Don't miss the practical tips from ETA, who started from a regional university and joined a foreign semiconductor company.

Basic

Basic

Verilog HDL, system-verilog

설계독학's Verilog Master Season 1 (Career Leap for Digital Design Engineers Completed Through Practical Coding Test Problems)Course Thumbnail

설계독학's Verilog Master Season 1 (Career Leap for Digital Design Engineers Completed Through Practical Coding Test Problems)

semisgdh

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)Course Thumbnail

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)

semisgdh

With the help of the design self-study taste-maker! Let's gain basic knowledge of FPGA and HW accelerator design experience.

Intermediate

Intermediate

FPGA, Embedded

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)Course Thumbnail

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)

semisgdh

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)Course Thumbnail

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)

semisgdh

Let's gain basic knowledge and experience in non-memory semiconductor design using Verilog HDL with industry professionals.

Basic

Basic

Verilog HDL, FPGA, Embedded

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)Course Thumbnail

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)

semisgdh

비슷한 강의

같은 분야의 다른 강의를 만나보세요!

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)Course Thumbnail

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)

semisgdh

Let's gain basic knowledge and experience in non-memory semiconductor design using Verilog HDL with industry professionals.

Basic

Basic

Verilog HDL, FPGA, Embedded

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)Course Thumbnail

Design Self-Study Tastebi's Practical Verilog HDL Season 1 (From Clock to Internal Memory)

semisgdh

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)Course Thumbnail

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)

semisgdh

With the help of the design self-study taste-maker! Let's gain basic knowledge of FPGA and HW accelerator design experience.

Intermediate

Intermediate

FPGA, Embedded

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)Course Thumbnail

Design Self-Study Tastebi's Practical FPGA-Based HW Accelerator Design (From LED Control to Fully Connected Layer Accelerator Design)

semisgdh

Verilog FPGA Program 1 (Zynq mini 7020)Course Thumbnail

Verilog FPGA Program 1 (Zynq mini 7020)

alex

In this course, students will learn how to implement Verilog using the Zynq board.

Basic

Basic

Verilog HDL, FPGA, zynq

Verilog FPGA Program 1 (Zynq mini 7020)Course Thumbnail

Verilog FPGA Program 1 (Zynq mini 7020)

alex

Verilog FPGA Program 6 - DDR Arbiter (HIL-A35T)Course Thumbnail

Verilog FPGA Program 6 - DDR Arbiter (HIL-A35T)

alex

This lecture implements a DDR Memory Arbiter.

Basic

Basic

Verilog HDL, FPGA

Verilog FPGA Program 6 - DDR Arbiter (HIL-A35T)Course Thumbnail

Verilog FPGA Program 6 - DDR Arbiter (HIL-A35T)

alex

Verilog FPGA Program 6 - DDR Arbiter (Arty A7-35T)Course Thumbnail

Verilog FPGA Program 6 - DDR Arbiter (Arty A7-35T)

alex

This lecture implements DDR Memory Arbiter.

Basic

Basic

FPGA, Verilog HDL

Verilog FPGA Program 6 - DDR Arbiter (Arty A7-35T)Course Thumbnail

Verilog FPGA Program 6 - DDR Arbiter (Arty A7-35T)

alex

Implementing UART on FPGACourse Thumbnail

Implementing UART on FPGA

EasyFPGA

UART is the most basic and widely utilized serial communication method, making it a very suitable learning topic for beginners new to FPGA design. In this course, we will thoroughly understand the communication principles and frame structure of UART, and based on this, we will proceed with directly implementing transmit/receive logic through RTL (Register Transfer Level) design. By implementing UART on an FPGA, you can systematically develop your digital circuit design skills and gain experience verifying its operation at the actual hardware level through simulation and verification. Furthermore, by learning the method utilizing the MicroBlaze soft processor and Xilinx UART IP, you will gain a broad understanding of processor-based system design flow and interface configuration. This will enable you to acquire comprehensive development capabilities encompassing both logic design and processor design.

Basic

Basic

FPGA, system-verilog, uart

Implementing UART on FPGACourse Thumbnail

Implementing UART on FPGA

EasyFPGA

Making an Automatic Hand Sanitizer DispenserCourse Thumbnail

Making an Automatic Hand Sanitizer Dispenser

meet6879

By solving real-life problems using Arduino, you will become more familiar with coding and develop your thinking skills. You can experience solving problems step by step to complete the final product.

Beginner

Beginner

Arduino, Embedded

Making an Automatic Hand Sanitizer DispenserCourse Thumbnail

Making an Automatic Hand Sanitizer Dispenser

meet6879

[AUTOSAR] Complete AUTOSAR basic concepts for new employeesCourse Thumbnail

[AUTOSAR] Complete AUTOSAR basic concepts for new employees

zombiemania

We explain the core basic knowledge that you need to know for developing AUTOSAR-based vehicle software in a way that even beginners can understand, from the most basic concepts to very detailed information.

Beginner

Beginner

autosar, Embedded, microcontroller

[AUTOSAR] Complete AUTOSAR basic concepts for new employeesCourse Thumbnail

[AUTOSAR] Complete AUTOSAR basic concepts for new employees

zombiemania

연관 로드맵

강의가 포함된 로드맵으로 학습해 보세요!

설계독학맛비의 Verilog HDL, FPGA, AI HW, BUS - 비메모리 설계엔지니어를 위한 로드맵 로드맵 썸네일

설계독학맛비의 Verilog HDL, FPGA, AI HW, BUS - 비메모리 설계엔지니어를 위한 로드맵

설계독학맛비