강의

N
챌린지

멘토링

N
클립

커뮤니티

AI Technology

/

Deep Learning & Machine Learning

Understanding and Implementing Artificial Neural Network Theory and DNN, CNN Architectures

We will introduce how to create deep learning models and CNN models using artificial neural network algorithms.

(5.0) 6 reviews

151 learners

Level Basic

Course period 12 months

  • javaspecialist
이론 실습 모두
이론 실습 모두
알고리즘
알고리즘
Tensorflow
Tensorflow
Artificial Neural Network
Artificial Neural Network
CNN
CNN
dnn
dnn
이론 실습 모두
이론 실습 모두
알고리즘
알고리즘
Tensorflow
Tensorflow
Artificial Neural Network
Artificial Neural Network
CNN
CNN
dnn
dnn

Reviews from Early Learners

What you will gain after the course

  • Artificial Intelligence Theory and Optimization

  • Implementation of Deep Neural Network (DNN)

  • CNN (Convolutional Neural Network) Theory and Implementation

Do you want to become an 'AI expert'?

Learn Python, TensorFlow, DNN, and CNN and become an artificial intelligence expert.


Features of this course

📌 Even people without a mathematical background can learn the basic theory of artificial neural networks.

📌 Implement DNN and CNN models using TensorFlow (Keras).

💡 This lecture...

  • The lecture is given by a 2021 Information and Communications Technology Star Training Instructor recognized by the Ministry of Employment and Labor.

  • The course is taught by professional instructors who have thorough basic knowledge and extensive experience in field projects.

  • The course is taught by instructors who have qualifications as instructors in information technology development, information technology strategic planning, and artificial intelligence training.


Things to note before taking the class

Practice environment

  • The lecture explains based on Windows.

  • In this lecture, we will use Jupyter Notebook in Anaconda.


Learning Materials

Recommended for
these people

Who is this course right for?

  • Artificial Intelligence Model Developer

  • People who want to learn artificial intelligence

Need to know before starting?

  • python

Hello
This is

1,130

Learners

83

Reviews

9

Answers

4.8

Rating

8

Courses

자바전문가그룹(JavaSpecialist.co.kr)이 인공지능의 성장을 지원합니다.

Curriculum

All

14 lectures ∙ (9hr 24min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

All

6 reviews

5.0

6 reviews

  • javaspecialist님의 프로필 이미지
    javaspecialist

    Reviews 8

    ∙

    Average Rating 5.0

    5

    93% enrolled

    This is the best lecture to understand artificial intelligence artificial neural network algorithm. Trust and run.

    • leonpark0560님의 프로필 이미지
      leonpark0560

      Reviews 6

      ∙

      Average Rating 3.5

      5

      100% enrolled

      Practicing along with the lecture helped a lot in understanding it.

      • 16217115746님의 프로필 이미지
        16217115746

        Reviews 1

        ∙

        Average Rating 5.0

        5

        36% enrolled

        • dongseonkim님의 프로필 이미지
          dongseonkim

          Reviews 2

          ∙

          Average Rating 5.0

          5

          64% enrolled

          • coacoma1053님의 프로필 이미지
            coacoma1053

            Reviews 5

            ∙

            Average Rating 5.0

            5

            100% enrolled

            Great course.

            $46.20

            javaspecialist's other courses

            Check out other courses by the instructor!

            Connecting a Java Spring Boot project with a Python AI projectCourse Thumbnail

            Connecting a Java Spring Boot project with a Python AI project

            javaspecialist

            Explaining how to connect to a Python-based AI web server using FastAPI from a Spring Boot project.

            Intermediate

            Intermediate

            Spring Boot, FastAPI, yolo

            Connecting a Java Spring Boot project with a Python AI projectCourse Thumbnail

            Connecting a Java Spring Boot project with a Python AI project

            javaspecialist

            Web Data Collection Techniques (Web Crawling) Used in PracticeCourse Thumbnail

            Web Data Collection Techniques (Web Crawling) Used in Practice

            javaspecialist

            Explanation of web data collection techniques using Python. Explanation of web data scraping using the latest technologies.

            Basic

            Basic

            Web Crawling, Web Scraping, browser-automation

            Web Data Collection Techniques (Web Crawling) Used in PracticeCourse Thumbnail

            Web Data Collection Techniques (Web Crawling) Used in Practice

            javaspecialist

            Oracle SQL DatabaseCourse Thumbnail

            Oracle SQL Database

            javaspecialist

            Learn Oracle Database SQL syntax.

            Basic

            Basic

            SQL, Oracle

            Oracle SQL DatabaseCourse Thumbnail

            Oracle SQL Database

            javaspecialist

            Development of AI web service using ChatGPT APICourse Thumbnail

            Development of AI web service using ChatGPT API

            javaspecialist

            This article explains how to develop an AI web service using the API from OpenAI.

            Basic

            Basic

            ChatGPT, AI, openAI API

            Development of AI web service using ChatGPT APICourse Thumbnail

            Development of AI web service using ChatGPT API

            javaspecialist

            Python library for data analysis and EDACourse Thumbnail

            Python library for data analysis and EDA

            javaspecialist

            We will cover the major Python libraries that you must learn to become a data analysis expert.

            Basic

            Basic

            Numpy, Pandas

            Python library for data analysis and EDACourse Thumbnail

            Python library for data analysis and EDA

            javaspecialist

            Java Programming from the BasicsCourse Thumbnail

            Java Programming from the Basics

            javaspecialist

            A star trainer in IT development, artificial intelligence, and IT strategic planning provides an easy, detailed, and accurate explanation of the fundamentals of the Java programming language.

            Beginner

            Beginner

            Java, oop

            Java Programming from the BasicsCourse Thumbnail

            Java Programming from the Basics

            javaspecialist

            Python Programming from the Ground UpCourse Thumbnail

            Python Programming from the Ground Up

            javaspecialist

            A star instructor in IT development, artificial intelligence, and IT strategic planning provides an easy, detailed, and accurate explanation of the Python programming language.

            Basic

            Basic

            Python, Coding Test, programming-languages

            Python Programming from the Ground UpCourse Thumbnail

            Python Programming from the Ground Up

            javaspecialist

            Similar courses

            Explore other courses in the same field!

            Deep Learning Next Generation Innovation Technology - Introduction to Physical Information Neural Networks and Pytorch PracticeCourse Thumbnail

            Deep Learning Next Generation Innovation Technology - Introduction to Physical Information Neural Networks and Pytorch Practice

            dlbro

            This is a lecture that studies the physical information neural network, one of the next-generation innovative technologies of deep learning, and implements it directly using Pytorch. Let's learn the next-generation innovative technology of artificial intelligence with me!

            Basic

            Basic

            PyTorch, Deep Learning(DL), Machine Learning(ML)

            Deep Learning Next Generation Innovation Technology - Introduction to Physical Information Neural Networks and Pytorch PracticeCourse Thumbnail

            Deep Learning Next Generation Innovation Technology - Introduction to Physical Information Neural Networks and Pytorch Practice

            dlbro

            Deep learning practice using DNN, CNN, and RNNCourse Thumbnail

            Deep learning practice using DNN, CNN, and RNN

            Masocampus

            DNN, CNN, RNN? This lecture perfectly organizes the core algorithms of deep learning and puts them into practice through practical deep learning training, even with difficult-looking technical terms!

            Basic

            Basic

            CNN, RNN, dnn

            Deep learning practice using DNN, CNN, and RNNCourse Thumbnail

            Deep learning practice using DNN, CNN, and RNN

            Masocampus

            [Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction projectCourse Thumbnail

            [Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction project

            nomad

            This is a comprehensive machine learning project course that learns various useful machine learning regression and classification projects along with theory using Python and TensorFlow 2 based on Boston Marathon big data.

            Intermediate

            Intermediate

            Tensorflow, Machine Learning(ML), Keras

            [Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction projectCourse Thumbnail

            [Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction project

            nomad

            Developing Android and iOS apps using machine learning modelsCourse Thumbnail

            Developing Android and iOS apps using machine learning models

            pnuswedu

            You will create an Android/iOS app based on a simple machine learning model, learn the basics of machine learning, model conversion using TFLite, and the process of implementing an Android app/iOS app.

            Basic

            Basic

            Android, iOS, gan

            Developing Android and iOS apps using machine learning modelsCourse Thumbnail

            Developing Android and iOS apps using machine learning models

            pnuswedu

            Large Language Models, Just the Essentials!Course Thumbnail

            Large Language Models, Just the Essentials!

            haesunpark

            This is a lecture covering LLM theory and practical examples based on <Large Language Models, Just the Essentials!> (Insight, 2025).

            Beginner

            Beginner

            Artificial Neural Network, PyTorch, LLM

            Large Language Models, Just the Essentials!Course Thumbnail

            Large Language Models, Just the Essentials!

            haesunpark

            Deep Learning CNN Complete Guide - Pytorch VersionCourse Thumbnail

            Deep Learning CNN Complete Guide - Pytorch Version

            dooleyz3525

            From core theories of deep learning and CNN to various CNN model implementation methods, and practical deep learning development know-how through real-world problems, If you want to become a deep learning CNN technology expert based on Pytorch, join us in this lecture :)

            Basic

            Basic

            Deep Learning(DL), PyTorch, Computer Vision(CV)

            Deep Learning CNN Complete Guide - Pytorch VersionCourse Thumbnail

            Deep Learning CNN Complete Guide - Pytorch Version

            dooleyz3525