inflearn logo
강의

Course

Instructor
inflearn logo
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) 7 reviews

174 learners

Level Basic

Course period 12 months

Tensorflow
Tensorflow
Artificial Neural Network
Artificial Neural Network
CNN
CNN
dnn
dnn
Tensorflow
Tensorflow
Artificial Neural Network
Artificial Neural Network
CNN
CNN
dnn
dnn

Reviews from Early Learners

5.0

5.0

도존

36% enrolled

It's so fun and informative. Your delivery is excellent. I will become an AI expert through this lecture.

5.0

자바전문가그룹

93% enrolled

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

5.0

leon.park

100% enrolled

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

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 javaspecialist

1,213

Learners

91

Reviews

10

Answers

4.8

Rating

8

Courses

Java Specialist Group (JavaSpecialist.co.kr) supports the growth of artificial intelligence.

Curriculum

All

14 lectures ∙ (9hr 24min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

All

7 reviews

5.0

7 reviews

  • coacoma1053님의 프로필 이미지
    coacoma1053

    Reviews 6

    ∙

    Average Rating 5.0

    5

    100% enrolled

    Great course.

    • leonpark0560님의 프로필 이미지
      leonpark0560

      Reviews 7

      ∙

      Average Rating 3.7

      5

      100% enrolled

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

      • yc88447579님의 프로필 이미지
        yc88447579

        Reviews 1

        ∙

        Average Rating 5.0

        5

        36% enrolled

        It's so fun and informative. Your delivery is excellent. I will become an AI expert through this lecture.

        • 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.

          • 16217115746님의 프로필 이미지
            16217115746

            Reviews 1

            ∙

            Average Rating 5.0

            5

            36% enrolled

            Similar courses

            Explore other courses in the same field!

            Reinforcement learning core theory that is easy to understandCourse Thumbnail

            Reinforcement learning core theory that is easy to understand

            Chris Song

            $42.90

            Basic / Reinforcement Learning(RL), Tensorflow, Machine Learning(ML)

            4.0

            (3)

            In this lecture, you will learn the basic theory of reinforcement learning.

            Basic

            Basic

            Reinforcement Learning(RL), Tensorflow, Machine Learning(ML)

            Reinforcement learning core theory that is easy to understandCourse Thumbnail

            Reinforcement learning core theory that is easy to understand

            Chris Song

            $42.90

            Basic / Reinforcement Learning(RL), Tensorflow, Machine Learning(ML)

            4.0

            (3)

            Deep Learning and TensorFlow for Beginners: The Basics FastCourse Thumbnail

            Deep Learning and TensorFlow for Beginners: The Basics Fast

            Jay

            $8.80

            Basic / Deep Learning(DL), Tensorflow, Python, colab

            4.9

            (48)

            2,300+

            This is a lecture where you can learn Deep Learning using TensorFlow. Learn linear regression, logistic regression, and softmax regression models, and finally create an MLP model that can classify fashion images!

            Basic

            Basic

            Deep Learning(DL), Tensorflow, Python

            Deep Learning and TensorFlow for Beginners: The Basics FastCourse Thumbnail

            Deep Learning and TensorFlow for Beginners: The Basics Fast

            Jay

            $8.80

            Basic / Deep Learning(DL), Tensorflow, Python, colab

            4.9

            (48)

            2,300+
            Android and iOS app development using machine learning modelsCourse Thumbnail

            Android and iOS app development using machine learning models

            pnuswedu

            Free

            Basic / Android, iOS, gan, Artificial Neural Network

            4.1

            (7)

            500+

            You will build Android/iOS apps based on simple machine learning models and learn the fundamentals of machine learning, model conversion using TFLite, and the process of implementing Android and iOS applications.

            Basic

            Basic

            Android, iOS, gan

            Android and iOS app development using machine learning modelsCourse Thumbnail

            Android and iOS app development using machine learning models

            pnuswedu

            Free

            Basic / Android, iOS, gan, Artificial Neural Network

            4.1

            (7)

            500+
            [Tensorflow2] Complete conquest of Python machine learning - Marathon record prediction projectCourse Thumbnail

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

            nomad

            $26.40

            Intermediate / Tensorflow, Machine Learning(ML), Keras, Computer Vision(CV)

            4.1

            (25)

            300+

            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

            $26.40

            Intermediate / Tensorflow, Machine Learning(ML), Keras, Computer Vision(CV)

            4.1

            (25)

            300+
            Large Language Models, Just the Essentials!Course Thumbnail

            Large Language Models, Just the Essentials!

            haesunpark

            $34.10

            Beginner / Artificial Neural Network, PyTorch, LLM, Fine-Tuning, RNN

            4.7

            (10)

            100+

            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

            $34.10

            Beginner / Artificial Neural Network, PyTorch, LLM, Fine-Tuning, RNN

            4.7

            (10)

            100+
            Deep Learning CNN Complete Guide - Pytorch VersionCourse Thumbnail

            Deep Learning CNN Complete Guide - Pytorch Version

            dooleyz3525

            $84.70

            Basic / Deep Learning(DL), PyTorch, Computer Vision(CV), CNN, AI

            5.0

            (48)

            600+

            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

            $84.70

            Basic / Deep Learning(DL), PyTorch, Computer Vision(CV), CNN, AI

            5.0

            (48)

            600+

            $46.20