Understanding the concept of deep learning leading to practical artificial intelligence

This is a lecture on implementing various artificial neural networks using PyTorch, a deep learning framework with very high utility in the field of artificial intelligence.

Basic

Deep Learning(DL), Python, PyTorch

[PyTorch] Deep Learning Leading to Practical AI - From Basics to Paper Implementation

dlbro

$57.20

28%

$40.70

Basic / Deep Learning(DL), Python, PyTorch, Artificial Neural Network, Machine Learning(ML)

4.6

(81)

Linear Algebra Leading to Machine Learning/Deep Learning

dlbro

$42.90

28%

$30.80

Beginner / Linear Algebra, Machine Learning(ML), Deep Learning(DL)

4.5

(44)

600+

Covers essential linear algebra for Machine Learning/Deep Learning research.

Beginner

Linear Algebra, Machine Learning(ML), Deep Learning(DL)

Linear Algebra Leading to Machine Learning/Deep Learning

dlbro

$42.90

28%

$30.80

Beginner / Linear Algebra, Machine Learning(ML), Deep Learning(DL)

4.5

(44)

600+

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

dlbro

$55.00

30%

$38.50

Basic / PyTorch, Deep Learning(DL), Machine Learning(ML), Artificial Neural Network

4.8

(21)

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

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

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

dlbro

$55.00

30%

$38.50

Basic / PyTorch, Deep Learning(DL), Machine Learning(ML), Artificial Neural Network

4.8

(21)

Latest deep learning technology and object recognition

dlbro

$84.70

29%

$59.40

Basic / Deep Learning(DL), Computer Vision(CV)

4.5

(11)

This course will teach you from the early YOLO model, a real-time object recognition model, to the latest model. In addition, you will learn various deep learning techniques along with object recognition.

Basic

Deep Learning(DL), Computer Vision(CV)

Latest deep learning technology and object recognition

dlbro

$84.70

29%

$59.40

Basic / Deep Learning(DL), Computer Vision(CV)

4.5

(11)

[Python] Easily understand and implement machine learning without math

dlbro

$51.70

29%

$36.30

Beginner / Machine Learning(ML), Python, Scikit-Learn, Big Data

4.7

(45)

Learn how to understand advanced machine learning models without math and implement them easily in Python.

Beginner

Machine Learning(ML), Python, Scikit-Learn

[Python] Easily understand and implement machine learning without math

dlbro

$51.70

29%

$36.30

Beginner / Machine Learning(ML), Python, Scikit-Learn, Big Data

4.7

(45)

From the concept of the latest deep learning technology Vision Transformer to Pytorch implementation

dlbro

$66.00

30%

$46.20

Intermediate / Vision Transformer, Deep Learning(DL), PyTorch, Computer Vision(CV)

4.8

(96)

1,100+

This is a lecture that studies Vision Transformer, one of the latest deep learning technologies, and implements a paper using Pytorch. Come experience the new future of the vision field with me!

Intermediate

Vision Transformer, Deep Learning(DL), PyTorch

From the concept of the latest deep learning technology Vision Transformer to Pytorch implementation

dlbro

$66.00

30%

$46.20

Intermediate / Vision Transformer, Deep Learning(DL), PyTorch, Computer Vision(CV)

4.8

(96)

1,100+

비슷한 강의

같은 분야의 다른 강의를 만나보세요!

[PyTorch] Deep Learning Leading to Practical AI - From Basics to Paper Implementation

dlbro

$57.20

28%

$40.70

Basic / Deep Learning(DL), Python, PyTorch, Artificial Neural Network, Machine Learning(ML)

4.6

(81)

This is a lecture on implementing various artificial neural networks using PyTorch, a deep learning framework with very high utility in the field of artificial intelligence.

Basic

Deep Learning(DL), Python, PyTorch

[PyTorch] Deep Learning Leading to Practical AI - From Basics to Paper Implementation

dlbro

$57.20

28%

$40.70

Basic / Deep Learning(DL), Python, PyTorch, Artificial Neural Network, Machine Learning(ML)

4.6

(81)

Machine Learning with JavaScript and Tensorflow.js

YoungJea Oh

$42.90

28%

$30.80

Basic / Machine Learning(ML), Deep Learning(DL), JavaScript, tensorflow-js

5.0

(3)

JavaScript, which is known to all web developers, now explore the world of machine learning with this powerful language! This course learns how to build and deploy machine learning models using JavaScript and the powerful machine learning library Tensorflow.js. It guides you step-by-step through all the technologies required to develop web-based machine learning applications. Through this course, learners will systematically understand the core principles of machine learning. In addition, you will learn how to develop deep learning models using JavaScript and Tensorflow.js APIs, how to utilize transfer learning based on pre-trained models, and how to apply all this knowledge interactively in a browser environment.

Basic

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

Machine Learning with JavaScript and Tensorflow.js

YoungJea Oh

$42.90

28%

$30.80

Basic / Machine Learning(ML), Deep Learning(DL), JavaScript, tensorflow-js

5.0

(3)

What if I had been on the Titanic?! Building an AI Web Service to Predict Survival Probability with PyTorch & Next.js

dakgangjung123

$102.30

29%

$72.60

Intermediate / Python, Deep Learning(DL), PyTorch, Next.js, FastAPI

5.0

(1)

This course starts with the question "If I had been on the Titanic, could I have survived?" and completes a full-stack project that develops an AI model to predict survival probability based on actual data and serves it as a web service. You'll practice the entire process of AI and web development, from deep learning modeling using PyTorch, building a backend server with FastAPI, to implementing a user interface with Next.js.

Intermediate

Python, Deep Learning(DL), PyTorch

What if I had been on the Titanic?! Building an AI Web Service to Predict Survival Probability with PyTorch & Next.js

dakgangjung123

$102.30

29%

$72.60

Intermediate / Python, Deep Learning(DL), PyTorch, Next.js, FastAPI

5.0

(1)

Practical Docker: Creating your own deep learning cloud computer with Docker

danielyouk

$59.40

29%

$41.80

Basic / Docker, Virtualization, Python, Deep Learning(DL), mlops, Azure, Linux, azure-data-lake-gen2

4.7

(15)

You can create a deep learning analysis environment in the cloud using Docker. When Docker images managed by Google, MS, etc. are combined with the cloud, you can work with the latest deep learning analysis methods on your computer.

Basic

Docker, Virtualization, Python

Practical Docker: Creating your own deep learning cloud computer with Docker

danielyouk

$59.40

29%

$41.80

Basic / Docker, Virtualization, Python, Deep Learning(DL), mlops, Azure, Linux, azure-data-lake-gen2

4.7

(15)

The Complete Guide to Spark Machine Learning - Part 1

dooleyz3525

$77.00

30%

$53.90

Intermediate / Apache Spark, Machine Learning(ML), Big Data, Data Engineering

4.9

(29)

900+

If you want to be recognized as a machine learning expert based on large-scale data, from understanding the core framework of Spark machine learning, to SQL-based data processing through difficult practical problems, to data analysis through business domain analysis, and to the ability to implement optimized machine learning models, please join this course.

Intermediate

Apache Spark, Machine Learning(ML), Big Data

The Complete Guide to Spark Machine Learning - Part 1

dooleyz3525

$77.00

30%

$53.90

Intermediate / Apache Spark, Machine Learning(ML), Big Data, Data Engineering

4.9

(29)

900+

Machine Learning + Deep Learning with Python (From machine learning using sklearn to deep learning development using TensorFlow and Keras)

ilifo

$26.40

29%

$18.70

Basic / Python, sklearn, Machine Learning(ML), Deep Learning(DL), Keras

3.8

(8)

From the basics of machine learning & deep learning! Creating and utilizing classification/regression/clustering/artificial neural networks with Python

Basic

Python, sklearn, Machine Learning(ML)

Machine Learning + Deep Learning with Python (From machine learning using sklearn to deep learning development using TensorFlow and Keras)

ilifo

$26.40

29%

$18.70

Basic / Python, sklearn, Machine Learning(ML), Deep Learning(DL), Keras

3.8

(8)

Deep Learning Framework Made with Excel

hjk1000

$17.60

25%

$13.20

Basic / VBA, Deep Learning(DL), Excel, gan, Reinforcement Learning(RL)

Let's implement a deep learning framework directly with Excel! Let's solve supervised learning/unsupervised learning/reinforcement learning with the implemented framework!

Basic

VBA, Deep Learning(DL), Excel

Deep Learning Framework Made with Excel

hjk1000

$17.60

25%

$13.20

Basic / VBA, Deep Learning(DL), Excel, gan, Reinforcement Learning(RL)

Learning Transformer Through Implementation

dooleyz3525

$59.40

29%

$41.80

Intermediate / Deep Learning(DL), PyTorch, encoder-decoder, bert, transformer

5.0

(13)

From Multi-Head Attention to the Original Transformer model, BERT, the Encoder-Decoder based MarianMT translation model, and even Vision Transformer, you'll learn Transformer inside and out by implementing them directly in code.

Intermediate

Deep Learning(DL), PyTorch, encoder-decoder

Learning Transformer Through Implementation

dooleyz3525

$59.40

29%

$41.80

Intermediate / Deep Learning(DL), PyTorch, encoder-decoder, bert, transformer

5.0

(13)

AI-Driven Practical Implementation Strategies for Manufacturing Industry (Electronics/Semiconductor Sector)

88888

$51.70

29%

$36.30

Beginner / AI, Big Data, Generative AI, Machine Learning(ML), Deep Learning(DL)

5.0

(1)

The electronics and semiconductor industry is a field where data-driven management and innovation are particularly crucial due to ultra-precision processes and complex supply chains. This course covers practical strategies that can be directly applied in electronics and semiconductor manufacturing, including defect detection, process optimization, predictive maintenance, and supply chain management using AI technology. Along with real-world cases from global companies, the course also presents low-cost, high-efficiency AI implementation methods that small and medium-sized enterprises can realistically utilize. Through this, students will be able to understand and apply AI-based manufacturing strategies that not only improve productivity and reduce costs, but also build future competitiveness.

Beginner

AI, Big Data, Generative AI

AI-Driven Practical Implementation Strategies for Manufacturing Industry (Electronics/Semiconductor Sector)

88888

$51.70

29%

$36.30

Beginner / AI, Big Data, Generative AI, Machine Learning(ML), Deep Learning(DL)

5.0

(1)

AI-Driven Practical Application Strategies in Manufacturing: Automotive/Parts Industry

88888

$51.70

29%

$36.30

Beginner / Machine Learning(ML), Deep Learning(DL), IoT, AI, Generative AI

The automotive and parts manufacturing industry is a field where innovation is essential amid fierce global competition and complex supply chains. This course focuses on how AI technology can be applied in the field, explaining actual cases including production efficiency improvement, quality inspection automation, equipment predictive maintenance, and supply chain optimization. From the foundational understanding needed for AI implementation to strategies and risk management considerations for field application, this course covers topics step by step, providing knowledge and insights that practitioners and managers can immediately utilize.

Beginner

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

AI-Driven Practical Application Strategies in Manufacturing: Automotive/Parts Industry

88888

$51.70

29%

$36.30

Beginner / Machine Learning(ML), Deep Learning(DL), IoT, AI, Generative AI

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

nomad

$26.40

29%

$18.70

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

Tensorflow, Machine Learning(ML), Keras

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

nomad

$26.40

29%

$18.70

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

4.1

(25)

300+

Complete Preparation for the AWS AI Practitioner (AIF-C01) Certification Practice Exam

careerd

$12.10

27%

$8.80

Beginner / AWS, AI, Machine Learning(ML), Deep Learning(DL), Generative AI

Get a clear overview of exam types and trends at a glance! Sharpen your practical skills with a total of 120 questions. The perfect preparation for the AWS AI Practitioner exam, designed for systematic learning even when studying alone.

Beginner

AWS, AI, Machine Learning(ML)

Complete Preparation for the AWS AI Practitioner (AIF-C01) Certification Practice Exam

careerd

$12.10

27%

$8.80

Beginner / AWS, AI, Machine Learning(ML), Deep Learning(DL), Generative AI

Complete Guide to Unity Machine Learning Agents (Basics)

kyushik

$51.70

29%

$36.30

Basic / Reinforcement Learning(RL), Machine Learning(ML), Unity, Unity ML-Agents

4.2

(25)

Through this course, students will learn various reinforcement learning theories and implement them themselves, as well as create a reinforcement learning environment to test the reinforcement learning algorithm implemented using Unity Machine Learning Agents.

Basic

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

Complete Guide to Unity Machine Learning Agents (Basics)

kyushik

$51.70

29%

$36.30

Basic / Reinforcement Learning(RL), Machine Learning(ML), Unity, Unity ML-Agents

4.2

(25)

[7-Day Complete] Pass MS AI-900 Certification in One Go

jobgreegi

$34.10

29%

$24.20

Beginner / Machine Learning(ML), Deep Learning(DL), AI, Generative AI, AI Agent

5.0

(15)

Essential certification for the AI era, MS AI-900! 🚀 Did you know? ChatGPT operates exclusively on Microsoft Azure! If you want to properly utilize Microsoft Azure OpenAI, which exclusively provides the latest GPT models, now is the perfect opportunity. Grow into an Azure AI services expert through the AI-900 course and master enterprise-grade AI solutions that companies trust. Secure global official certification and enhance your competitiveness as a true AI professional!

Beginner

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

[7-Day Complete] Pass MS AI-900 Certification in One Go

jobgreegi

$34.10

29%

$24.20

Beginner / Machine Learning(ML), Deep Learning(DL), AI, Generative AI, AI Agent

5.0

(15)

Artificial Intelligence (AI) - Learning Runway AI that Creates New Videos and Moving Images

usefulit

$11.00

30%

$7.70

Beginner / AI, Generative AI, Deep Learning(DL), Machine Learning(ML)

1.0

(1)

This course covers everything from the basics to hands-on practice of AI platforms, and is a program where you can learn AI image generation technology. Learners can understand the fundamental concepts of AI and develop the ability to generate AI images using various tools and technologies. Through this course, you can enhance your understanding of the AI field and learn how to directly generate AI images in real-world applications.

Beginner

AI, Generative AI, Deep Learning(DL)

Artificial Intelligence (AI) - Learning Runway AI that Creates New Videos and Moving Images

usefulit

$11.00

30%

$7.70

Beginner / AI, Generative AI, Deep Learning(DL), Machine Learning(ML)

1.0

(1)

Artificial Intelligence (AI) - Learning Tensor Art, Which Creates Free AI Images

usefulit

$11.00

30%

$7.70

Beginner / AI, Generative AI, Machine Learning(ML), Deep Learning(DL)

This course is an introductory program designed so that learners who are new to AI technology can easily understand and follow along. Through the lectures, you will learn the basic concepts and usage methods of AI platforms, and conduct hands-on practice directly generating images using various AI tools. Upon completing this course, you will become much closer to AI and acquire the capability to create AI images that can visually implement creative ideas.

Beginner

AI, Generative AI, Machine Learning(ML)

Artificial Intelligence (AI) - Learning Tensor Art, Which Creates Free AI Images

usefulit

$11.00

30%

$7.70

Beginner / AI, Generative AI, Machine Learning(ML), Deep Learning(DL)

Android and iOS app development using machine learning models

pnuswedu

Free

Basic / Android, iOS, gan, Artificial Neural Network

4.1

(7)

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

Android, iOS, gan

Android and iOS app development using machine learning models

pnuswedu

Free

Basic / Android, iOS, gan, Artificial Neural Network

4.1

(7)

Deep Learning to AI Agent, MCP: Complete Generative AI Implementation in One Go

dualjkorea

$41.80

28%

$29.70

Basic / Deep Learning(DL), AI Agent, LangChain, RAG, Model Context Protocol

4.3

(8)

This course is a comprehensive program that covers everything you need to know to utilize generative AI in practical work settings, from the basic principles of LLM (Large Language Models) to RAG (Retrieval-Augmented Generation), and even the latest technologies like AI Agent and MCP (Modular Command Protocol). It is structured to naturally teach you how generative AI understands, searches, judges information, and extends into AI Agents that take action, following the flow of technological development.

Basic

Deep Learning(DL), AI Agent, LangChain

Deep Learning to AI Agent, MCP: Complete Generative AI Implementation in One Go

dualjkorea

$41.80

28%

$29.70

Basic / Deep Learning(DL), AI Agent, LangChain, RAG, Model Context Protocol

4.3

(8)

Large Language Models, Just the Essentials!

haesunpark

$34.10

29%

$24.20

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

4.7

(9)

Update

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

Beginner

Artificial Neural Network, PyTorch, LLM

Large Language Models, Just the Essentials!

haesunpark

$34.10

29%

$24.20

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

4.7

(9)