6개의 프로젝트로 배우는 10+a의 딥러닝 모델

▶ Learn about 10+a deep learning model through 6 projects

딥러닝 초급부터 중고급까지, 프레임 워크의 기초 부터 모델 압축, 최적화 까지 한번에

▶ Deep learning from beginner to intermediate to advanced, from framework basics to model compression and optimization all at once

Are you wondering how to apply deep learning to practice?
Are you studying for the first time and are you wondering what to do?
Do you know how to do model development, but are you curious about compressing and distributing it to an actual service?

“Practical deep learning through projects” will show you how to do it. Through this class From how to use Pytorch, learn all the storage and optimization processes required to deploy models in practice via ONNX and TensorRTYou can do it.

딥러닝 커리어 로드맵 제시

▶ Presenting a deep learning career roadmap

We'll help you grow your career

I'm Bong Ja, an active deep learning developer.

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Hallo I'm Bong, an MLOps engineer. I have had various experiences in the field of deep learning as a former CEO of AI Ocean, a master's in deep learning model compression, and a current mLOps engineer, a former CEO of AI Ocean, an artificial intelligence startup.

Through our years of practical experience and research, we would like to share with you various know-how gained in the business.

Why “project-based”

Should I learn?

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The reason is clear. This is because you can learn in a fun way without getting bored. Also, by applying the theory you have learned directly to the project, you can experience the practical process indirectly. Tired of deep learning lectures that only explain theory? For beginners, we will briefly examine the concepts and conduct practical exercises in earnest.

Python 기초, CNN, RNN, 흉부 엑스레이 이미지 분석 프로젝트, 마스크 인식 프로젝트

By organizing project-based lectures with practical exercises from beginning to end, we will blow away boredom and make you feel fun and interesting throughout your studies. Various problems encountered during actual deep learning projects and practical tips for solving them!

The curriculum is designed so that you don't feel that learning is a burden on your mind, and that learning itself is fun.

다양한 도메인을 경험할 수 있도록

▶ To be able to experience various domains

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From the CIFAR10 classification model, which is the basis of computer vision, to medical X-rays, mask recognition, and Bitcoin price prediction. We work on projects with datasets from various fields.

We will provide practice codes for each project so that you can review them after the lecture and use them in practice.

If deep learning is overwhelming,

Three reasons to start with Bonza

01 기초부터 탄탄하게 시작하는 딥러닝

▶ 01 Deep learning that starts firmly from the basics

You'll learn Pytorch, the most widely used deep learning framework. From tensor, which is the basic data type of deep learning, to reverse propagation, which is the main learning process of deep learning, various optimizations, regulations, and loss functions, I have selected only the necessary content that even beginners can easily understand, and intermediate users can say that they have this function.

02 실전에 사용되는 고급기술인 모델 최적화 까지!

02 Even model optimization, which is an advanced technology used in practice!

Server costs are one of the most problematic parts after artificial intelligence services! Due to the nature of deep learning that actually requires the use of GPUs, the cost of a GPU server for actual services is prohibitive, but in the final project, this Learn how to compress and optimize models that can reduce server costs by more than double. Practical tips I couldn't find in any course! In addition to model compression, many things are incorporated into the course.

03 다음엔 무엇을 공부해야하지? 현직자가 제시하는 커리어 로드맵

▶ 03 What should I study next? Career roadmap presented by the incumbent

Haven't you tried to worry about this at least once after listening to the course? I will present a roadmap of what fields are in the world of deep learning and what to study next. Based on my career as an MLOps engineer after going through a master's program in deep learning and being the CEO of an artificial intelligence startup, I can also help you with your concerns!

What you can get with Bongza

Three deep learning weapons

딥러닝 무기 세 가지

Deep learning is on the rise!?

Is deep learning at the center of the 4th Industrial Revolution!?

Everyone, 'Deep learning is on the rise! Deep learning is at the center of the 4th Industrial Revolution! ' You've probably heard that at least once. In fact, you may have come this far after hearing these words. If so, you've come to the right place.

As I studied deep learning by heading to the ground, I put it into this course because I thought about how you can understand it better and how you can do it in a fun and steady manner. If you continue to follow the roadmap after listening to my lectures, you will find your dream goals close by.

Get a perfect introduction to deep learning with Bong Ja

Let's move up to the mid-advanced level.

▶ I recommend it to people like this!

Hands-on deep learning from MLOps engineers - Pytorch, Onnx, TensorRT

Hands-on deep learning from MLOps engineers - Pytorch, Onnx, TensorRT