Data Science(DS) and AI Learning & Career Guide for Non-Majors/Beginners
AISchool
$23.10
Beginner / Deep Learning(DL), Machine Learning(ML)
5.0
(38)
Data Science(DS) & Artificial Intelligence(AI) job role analysis, plus a learning & employment roadmap for building a career in these roles.
Beginner
Deep Learning(DL), Machine Learning(ML)
Data Science(DS) and AI Learning & Career Guide for Non-Majors/Beginners
AISchool
$23.10
Beginner / Deep Learning(DL), Machine Learning(ML)
5.0
(38)
Understanding the Latest Big Data and Artificial Intelligence Trends
YoungJea Oh
$17.60
Beginner / AI, Big Data
4.7
(26)
Navigate the data ocean, explore AI's future. This course explores the vast tech currents of Big Data and AI, examining their innovation in our lives and work.
Beginner
AI, Big Data
Understanding the Latest Big Data and Artificial Intelligence Trends
YoungJea Oh
$17.60
Beginner / AI, Big Data
4.7
(26)
How does artificial intelligence learn? - Learning AI principles for fun
AI CASTLE
$16.50
Beginner / Machine Learning(ML), Deep Learning(DL), Reinforcement Learning(RL)
4.7
(55)
A general education lecture for the public to shed the vague fear of artificial intelligence. Through concrete examples, we learn what AI learning truly means. Also, via specific examples, we examine AI's 'brain structure' and how it thinks.
Beginner
Machine Learning(ML), Deep Learning(DL), Reinforcement Learning(RL)
How does artificial intelligence learn? - Learning AI principles for fun
AI CASTLE
$16.50
Beginner / Machine Learning(ML), Deep Learning(DL), Reinforcement Learning(RL)
4.7
(55)
How to Make Money with AI - AI Transformation Through Case Studies
AISchool
$26.40
Beginner / Service Planning
4.7
(60)
Through AI company reviews, we examine how AI technology will change our present and future through various cases. By examining the necessary elements for carrying out AI projects, we prepare for the upcoming AI Transformation.
Beginner
Service Planning
How to Make Money with AI - AI Transformation Through Case Studies
AISchool
$26.40
Beginner / Service Planning
4.7
(60)
(For Planners) LLM Application Service Case Analysis
arigaram
$8.80
Beginner / NLP, Service Planning, Content Planning, LLM
5.0
(1)
Let's explore the types of applications or web services that can be built using LLMs.
Beginner
NLP, Service Planning, Content Planning
(For Planners) LLM Application Service Case Analysis
arigaram
$8.80
Beginner / NLP, Service Planning, Content Planning, LLM
5.0
(1)
Complete Guide to ML/AI Engineer Interview Questions
codeh
$50.60
Basic / Machine Learning(ML), Interview, kakao-recruitment
4.8
(21)
A comprehensive compilation of approximately 130 ML/AI engineer interview questions and answers learned through about 20 interviews
Basic
Machine Learning(ML), Interview, kakao-recruitment
Complete Guide to ML/AI Engineer Interview Questions
codeh
$50.60
Basic / Machine Learning(ML), Interview, kakao-recruitment
4.8
(21)
Preparing for AI Graduate School A-Z: From Spec Preparation to Contacting Professors, Application Documents, and Interviews
epoch
$29.70
Beginner / AI, Interview
4.3
(4)
Through this lecture, you'll be able to learn about the AI graduate school admission process and preparation methods from start to finish! I'll also share some great tips to increase your chances of getting accepted!
Beginner
AI, Interview
Preparing for AI Graduate School A-Z: From Spec Preparation to Contacting Professors, Application Documents, and Interviews
epoch
$29.70
Beginner / AI, Interview
4.3
(4)
Understanding the Fundamental Principles of Large Language Models (LLMs)
arigaram
$77.00
Intermediate / NLP, gpt, AI, ChatGPT, LLM
3.5
(2)
Explains the basic principles of large language models like ChatGPT, focusing on theory.
Intermediate
NLP, gpt, AI
Understanding the Fundamental Principles of Large Language Models (LLMs)
arigaram
$77.00
Intermediate / NLP, gpt, AI, ChatGPT, LLM
3.5
(2)
(First Steps in Deep Learning Modeling) Master the Core Theory of Deep Learning from Gradient Descent to Backpropagation with Formulas and Code!
fasoft
$59.40
Early Bird
68%
$18.70
Beginner / Python, Tensorflow, AI, Numpy, Deep Learning(DL)
Based on over 100 deep learning training sessions, this course systematically organizes the core foundational theories that students found most challenging. The course connects mathematical intuition, model learning principles, and code implementation step by step in a way that even non-majors can understand, deeply covering the fundamental structure and operating principles of how AI models learn, rather than just library usage. This is a practical introductory course designed to help you grow into a skilled engineer who understands AI principles by implementing core deep learning foundational technologies such as gradient descent, loss functions, optimization, perceptrons, multilayer neural networks, and backpropagation through both formulas and code.
Beginner
Python, Tensorflow, AI
(First Steps in Deep Learning Modeling) Master the Core Theory of Deep Learning from Gradient Descent to Backpropagation with Formulas and Code!
fasoft
$59.40
Early Bird
68%
$18.70
Beginner / Python, Tensorflow, AI, Numpy, Deep Learning(DL)
AI Philosophy - Ethics and Challenges in the Age of Artificial Intelligence
88888
$26.40
Beginner / AI
3.7
(3)
**"AI Philosophy - Ethics and Challenges in the Age of Artificial Intelligence"** is a topic that deals with the ethical and philosophical exploration of the development of artificial intelligence (AI) and its impact on human society and culture. This topic goes beyond simple technological development and delves into how AI affects human life and what ethical decisions we should make accordingly.
Beginner
AI
AI Philosophy - Ethics and Challenges in the Age of Artificial Intelligence
88888
$26.40
Beginner / AI
3.7
(3)
FEEL THE AGI: LLM and AI Agent
Feel The AGI
$26.40
Beginner / AI, LLM, AI Agent
5.0
(5)
LLM and Agent, the fundamental technologies behind AI like ChatGPT. LLM is the technology that has come closest to AGI at this point in time. In this lecture, we explore LLM and Agent technologies from a general public perspective.
Beginner
AI, LLM, AI Agent
FEEL THE AGI: LLM and AI Agent
Feel The AGI
$26.40
Beginner / AI, LLM, AI Agent
5.0
(5)
How to Ask ChatGPT Questions to Utilize It 200%
contents
$77.00
Basic / ChatGPT
4.9
(21)
<200% ChatGPT Questioning Methods> is a practical content focused on 'How to ask ChatGPT questions to get the desired answers?' In this course, we primarily use the free version of ChatGPT. Depending on the content, we also practice with some paid versions to provide exercises suited to the learner's usage environment. Through this course, learners will learn how to ask effective questions to ChatGPT and, by actively using various extensions, can boost their work applicability.
Basic
ChatGPT
How to Ask ChatGPT Questions to Utilize It 200%
contents
$77.00
Basic / ChatGPT
4.9
(21)
To get good answers from AI, think like AI! Computational thinking skills
skmns
$84.70
Beginner / Data literacy, Algorithm
5.0
(2)
Let's learn computational thinking, which utilizes the scientific thought process of computers! Let's devise application strategies based on computational thinking for work or everyday life!
Beginner
Data literacy, Algorithm
To get good answers from AI, think like AI! Computational thinking skills
skmns
$84.70
Beginner / Data literacy, Algorithm
5.0
(2)
GAMMA Master Course: How to Automatically Create Presentations Using AI
UMINO
$110.00
Early Bird
69%
$34.10
Beginner / Business Productivity, presentation PT, gamma, AI, AI Agent
You can transform your ideas into beautiful presentations in just a few minutes. No more spending hours worrying about slide design. With GAMMA's AI technology, you can dramatically improve your content creation process.
Beginner
Business Productivity, presentation PT, gamma
GAMMA Master Course: How to Automatically Create Presentations Using AI
UMINO
$110.00
Early Bird
69%
$34.10
Beginner / Business Productivity, presentation PT, gamma, AI, AI Agent
Edge Computing Fundamentals and Applications: From Concepts to Practical Implementation Strategies
sdj0831
$51.70
Beginner / AWS, Google Cloud Platform, CI/CD, AI
1.0
(1)
In an era of explosive data growth and crucial real-time processing, edge computing has established itself as an essential technology, no longer an option. This course is designed to systematically teach everything, from the core concepts of edge computing to deployment strategies for its application in real business environments. Through this course, students will firmly solidify the fundamental principles of edge computing and acquire practical knowledge and know-how applicable to real-world tasks and projects. Take the most certain first step towards becoming an edge computing expert, a core technology in the future IT environment!
Beginner
AWS, Google Cloud Platform, CI/CD
Edge Computing Fundamentals and Applications: From Concepts to Practical Implementation Strategies
sdj0831
$51.70
Beginner / AWS, Google Cloud Platform, CI/CD, AI
1.0
(1)
AWS Certified AI Practitioner Practice Exam Solutions
sdj0831
$51.70
Beginner / Machine Learning(ML), AWS, AI, Generative AI
1.0
(1)
The AWS Certified AI Practitioner practice exam problem-solving course is a core summary course for certification success. First, you will quickly review the basic concepts of AI/ML and generative AI, and learn the functionalities and use cases of key AWS AI services that frequently appear on the exam (e.g., SageMaker, Rekognition, Polly, etc.). Based on this, you will practice determining which AI solution is suitable for various real-world problem situations, and also cover topics related to the responsible use of AI models and data security. Finally, you will learn problem-solving strategies for each type of past exam question and prepare for the exam through practical mock tests. Through this course, you can efficiently prepare for the exam in a short period.
Beginner
Machine Learning(ML), AWS, AI
AWS Certified AI Practitioner Practice Exam Solutions
sdj0831
$51.70
Beginner / Machine Learning(ML), AWS, AI, Generative AI
1.0
(1)
Identifying the Core in Incident Analysis
BIGROOT SECURITY
$59.40
Basic / Forensic, security, web-security, security training, cybersecurity
4.7
(49)
This is a practical, hands-on course that provides incident analysis training through practical exercises and the basic knowledge required to perform duties as a security analyst. We will together examine incident analysis methods from a practical perspective, necessary for corporate intrusion response and analysis tasks.
Basic
Forensic, security, web-security
Identifying the Core in Incident Analysis
BIGROOT SECURITY
$59.40
Basic / Forensic, security, web-security, security training, cybersecurity
4.7
(49)
Learning Transformer Through Implementation
dooleyz3525
$59.40
Intermediate / Deep Learning(DL), PyTorch, encoder-decoder, bert, transformer
5.0
(9)
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
Intermediate / Deep Learning(DL), PyTorch, encoder-decoder, bert, transformer
5.0
(9)
<From Scratch: Building and Learning LLMs> Commentary Lecture
haesunpark
$77.00
Basic / PyTorch, gpt-2, transformer, LLM, Fine-Tuning
5.0
(16)
This is a course covering the GitHub notebooks and bonus content from <Build a Large Language Model from Scratch> (Gilbut, 2025). GitHub: https://github.com/rickiepark/llm-from-scratch/ <Build a Large Language Model from Scratch> is the Korean translation of the bestseller <Build a Large Language Model (from Scratch)> (Manning, 2024) by Sebastian Raschka. This book provides a way to learn and utilize the operating principles of large language models by building a complete model starting from scratch with OpenAI's GPT-2 model.
Basic
PyTorch, gpt-2, transformer
<From Scratch: Building and Learning LLMs> Commentary Lecture
haesunpark
$77.00
Basic / PyTorch, gpt-2, transformer, LLM, Fine-Tuning
5.0
(16)
First Time Creating Custom LLMs – LoRA & QLoRA Fine-tuning Introduction
HappyAI
$17.60
Beginner / Deep Learning(DL), NLP, AI, LLM, Fine-Tuning
4.8
(26)
"LoRA-based lightweight fine-tuning: Your first step to creating a customized LLM!" This course is an introductory hands-on lecture designed so that even those encountering LLMs for the first time can easily follow along. We minimize complex theory and guide you step-by-step through the entire process: loading models → applying data → training → comparing results. In a short time, you'll directly experience the flow of cutting-edge lightweight fine-tuning techniques like LoRA and QLoRA, gaining an intuitive understanding of "how LLM fine-tuning works." Even without extensive resources, experience the satisfaction of creating an LLM specialized for your domain!
Beginner
Deep Learning(DL), NLP, AI
First Time Creating Custom LLMs – LoRA & QLoRA Fine-tuning Introduction
HappyAI
$17.60
Beginner / Deep Learning(DL), NLP, AI, LLM, Fine-Tuning
4.8
(26)
Deep Learning CNN Complete Guide - Pytorch Version
dooleyz3525
$84.70
Basic / Deep Learning(DL), PyTorch, Computer Vision(CV), CNN, AI
5.0
(33)
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
Deep Learning(DL), PyTorch, Computer Vision(CV)
Deep Learning CNN Complete Guide - Pytorch Version
dooleyz3525
$84.70
Basic / Deep Learning(DL), PyTorch, Computer Vision(CV), CNN, AI
5.0
(33)
Work Automation AI Agent Ready for Immediate Use in Companies (w. n8n, LangGraph)
jasonkang
$61.60
Basic / n8n, AI, LangChain, Generative AI, LangGraph, kakao-tech
4.8
(94)
Artificial Intelligence, AI, agents... They might seem grand, but once you try them, they're not as difficult as you think. That's why it's important to implement simple features yourself. Through practical projects that can actually be used at a company, you'll directly experience various use cases and learn how to utilize and apply AI agents.
Basic
n8n, AI, LangChain
Work Automation AI Agent Ready for Immediate Use in Companies (w. n8n, LangGraph)
jasonkang
$61.60
Basic / n8n, AI, LangChain, Generative AI, LangGraph, kakao-tech
4.8
(94)
AI-Enabled Digital Transformation
pnuswedu
Free
Beginner / AI, RPA, Python
5.0
(12)
Leverage Python to learn machine learning techniques, improving real data information extraction and prediction model development skills!
Beginner
AI, RPA, Python
AI-Enabled Digital Transformation
pnuswedu
Free
Beginner / AI, RPA, Python
5.0
(12)
Complete Mastery of MS AI Core Technologies for AI Beginners
daniellee
$108.90
Beginner / Machine Learning(ML), Azure, NLP, AI, Generative AI
5.0
(5)
This special lecture concurrently prepares for Microsoft AI-900 certification, featuring the latest content reflecting May 2025 exam scope, combining theory and practice, including AI overview, machine learning basics, computer vision, natural language processing, document intelligence, knowledge mining, and generative AI.
Beginner
Machine Learning(ML), Azure, NLP
Complete Mastery of MS AI Core Technologies for AI Beginners
daniellee
$108.90
Beginner / Machine Learning(ML), Azure, NLP, AI, Generative AI
5.0
(5)
Artificial Intelligence Anyone Can Understand for All Office Workers
jin0choi1216
$22.00
Beginner / Machine Learning(ML), Deep Learning(DL), Recommendation System, AI, Generative AI, kakao-business
4.9
(261)
An introductory AI lecture tailored for those new to AI! Key concepts, from data to generative AI, are simply explained. The goal is practical understanding, enabling you to question and explain AI, not build it.
Beginner
Machine Learning(ML), Deep Learning(DL), Recommendation System
Artificial Intelligence Anyone Can Understand for All Office Workers
jin0choi1216
$22.00
Beginner / Machine Learning(ML), Deep Learning(DL), Recommendation System, AI, Generative AI, kakao-business
4.9
(261)
The Current State of AI Development as Felt Through Meeting with Numerous AI Companies
inflearn
Free
Basic / AI, LLM
4.5
(45)
Basic
AI, LLM
The Current State of AI Development as Felt Through Meeting with Numerous AI Companies
inflearn
Free
Basic / AI, LLM
4.5
(45)
The Concept of DataScience and AI (How to Study)
coco
$26.40
Beginner /
4.4
(211)
A course for DS/AI beginners aiming to study. It will explain DS/AI concepts and fields, guiding what and how to study.
Beginner
The Concept of DataScience and AI (How to Study)
coco
$26.40
Beginner /
4.4
(211)
Large Language Models, Just the Essentials!
haesunpark
$34.10
Beginner / Artificial Neural Network, PyTorch, LLM, Fine-Tuning, RNN
4.6
(7)
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
Beginner / Artificial Neural Network, PyTorch, LLM, Fine-Tuning, RNN
4.6
(7)
A story about machine learning written in easy language that even liberal arts students can understand in an instant
sdlee
Free
Beginner / Machine Learning(ML), Deep Learning(DL)
4.7
(39)
This is a machine learning lecture written like a story in easy-to-understand language without formulas, tailored to the level of liberal arts students!
Beginner
Machine Learning(ML), Deep Learning(DL)
A story about machine learning written in easy language that even liberal arts students can understand in an instant
sdlee
Free
Beginner / Machine Learning(ML), Deep Learning(DL)
4.7
(39)
Understanding AI Literacy
pnuswedu
Free
Beginner / AI, Machine Learning(ML)
4.8
(33)
Learn and understand AI and AI ethics, then integrate with your major to boost AI digital skills!
Beginner
AI, Machine Learning(ML)
Understanding AI Literacy
pnuswedu
Free
Beginner / AI, Machine Learning(ML)
4.8
(33)
ISTQB AI Testing - Learn Best Practices and Prepare for the Exam
edu
$75.90
Beginner / ISTQB, Software Test, AI
You will understand the present and future of AI technology, experience the testing process of AI models such as machine learning, and learn the role of a tester. You will comprehensively learn everything from establishing AI-based system test strategies to designing and executing test cases, and even methods for utilizing AI to support testing. This course is conducted based on ISTQB's AI Testing syllabus and provides an opportunity to perfectly prepare for the ISTQB AI Testing certification exam.
Beginner
ISTQB, Software Test, AI
ISTQB AI Testing - Learn Best Practices and Prepare for the Exam
edu
$75.90
Beginner / ISTQB, Software Test, AI
Complete Mastery of Azure Fundamentals for Cloud Beginners
daniellee
$102.30
Beginner / cloud-computing, Azure
This special lecture lays the theoretical groundwork for simultaneous Microsoft AZ-900 certification preparation. Featuring the latest content reflecting the May 2025 exam scope, it covers cloud concepts, Azure architecture and services, and Azure management and governance, delivered with a blend of theory and hands-on practice.
Beginner
cloud-computing, Azure
Complete Mastery of Azure Fundamentals for Cloud Beginners
daniellee
$102.30
Beginner / cloud-computing, Azure
AI Agent with LangGraph version 1 From Basics to Advanced
goodwon5937125
$38.50
9 Days Only Early Bird
48%
$19.80
Basic / AI, ChatGPT, LLM, Generative AI, AI Agent
This course covers the entire process of evolving ChatGPT from a simple conversational AI to an intelligent AI Agent that performs actual work tasks. Using three core frameworks - LangChain, LangGraph, and LangSmith - you'll directly create AI Agents that can be immediately used in real-world applications.
Basic
AI, ChatGPT, LLM
AI Agent with LangGraph version 1 From Basics to Advanced
goodwon5937125
$38.50
9 Days Only Early Bird
48%
$19.80
Basic / AI, ChatGPT, LLM, Generative AI, AI Agent
Full AI Course 2025: ChatGPT, Gemini, Midjourney, Firefly
Tanmoy Das
$47.30
Beginner / AI, ChatGPT, gemini, Midjourney, Microsoft Copilot
Hi Guys. Welcome to my Full AI Course: ChatGPT, Google Gemini, Midjourney, Firefly. In my course you will learn everything about all AI Tools. I have created video lessons on every feature of these AI tools. You will get to see the real practical implementation of how to use every feature of this tools.
Beginner
AI, ChatGPT, gemini
Full AI Course 2025: ChatGPT, Gemini, Midjourney, Firefly
Tanmoy Das
$47.30
Beginner / AI, ChatGPT, gemini, Midjourney, Microsoft Copilot
Midjourney Master Class: AI Design Practicals - Create with Midjourney, Complete with Photoshop
Masocampus
$77.00
Basic / Photoshop, Midjourney, kakao-design
4.2
(12)
AI Design Secrets to Create High-Quality Work Start Designing Right Away with Midjourney & Photoshop, Accessible to Everyone
Basic
Photoshop, Midjourney, kakao-design
Midjourney Master Class: AI Design Practicals - Create with Midjourney, Complete with Photoshop
Masocampus
$77.00
Basic / Photoshop, Midjourney, kakao-design
4.2
(12)
Machine Learning, Just the Essentials, Fast!
haesunpark
$34.10
Beginner / Artificial Neural Network, CNN, linear-regression, RNN, ensembles
4.7
(6)
This is a lecture covering machine learning theory and practical examples based on <Machine Learning, Just the Essentials!> (Insight, 2025).
Beginner
Artificial Neural Network, CNN, linear-regression
Machine Learning, Just the Essentials, Fast!
haesunpark
$34.10
Beginner / Artificial Neural Network, CNN, linear-regression, RNN, ensembles
4.7
(6)
(Using Raspberry Pi) Building an AI Artificial Intelligence Autonomous Driving Car
usefulit
$102.30
Beginner / Python, Raspberry Pi
5.0
(1)
This is a hands-on course where you'll build an AI-based autonomous driving car using Raspberry Pi and various sensors.
Beginner
Python, Raspberry Pi
(Using Raspberry Pi) Building an AI Artificial Intelligence Autonomous Driving Car
usefulit
$102.30
Beginner / Python, Raspberry Pi
5.0
(1)
AI Utilization Guide: E-book Creation Edition
sarc
$26.40
Beginner / markdown, ChatGPT, claude, Cursor AI, gemini
3.2
(5)
Learn a complete workflow for efficiently creating your own e-book utilizing AI and automation tools. From slide creation with Marp and PDF/EPUB conversion using Pandoc, to MySQL database management, cover design, and publishing preparation, this guide provides a systematic production process applicable directly in practice, step-by-step.
Beginner
markdown, ChatGPT, claude
AI Utilization Guide: E-book Creation Edition
sarc
$26.40
Beginner / markdown, ChatGPT, claude, Cursor AI, gemini
3.2
(5)
How does artificial intelligence think and learn? Complete mastery of machine learning
momo7777322031
$7.70
Beginner / Machine Learning(ML), Deep Learning(DL), AI, Algorithm, Hardware Hacking
4.0
(2)
Conquer everything about world-changing AI in just 4 lectures! Lecture 1. The True Identity of Artificial Intelligence AI is not magic. It's a digital brain created by analyzing human 'intelligence' like a mathematical formula! We thoroughly dissect the core structure of seemingly smart artificial intelligence. Lecture 2. Algorithm, AI's Creative (?) Thinking Method How does a pondering AI find answers? Experience firsthand the strategies of AI that plays Go, finds routes, and predicts your search results. Lecture 3. AI Hardware, The Engine That Turns Imagination Into Reality! The chip inside your smartphone is the heart of AI. We dissect everything from CPU, GPU, TPU, to even those unknown names. Lecture 4. The Great Clash of Machine Learning and Deep Learning! What on earth does it mean for AI to 'learn'? From classic rule-based AI to the currently hot ChatGPT! We trace the evolution of learning.
Beginner
Machine Learning(ML), Deep Learning(DL), AI
How does artificial intelligence think and learn? Complete mastery of machine learning
momo7777322031
$7.70
Beginner / Machine Learning(ML), Deep Learning(DL), AI, Algorithm, Hardware Hacking
4.0
(2)
![[Free] Python Basics You Must Learn Before Learning PythonCourse Thumbnail](https://cdn.inflearn.com/public/files/courses/339613/cover/01k9yrhbhhdegkg0rgqct0bvnh?f=avif&w=420)
[Free] Python Basics You Must Learn Before Learning Python
CODEXPERT
Free
Beginner / Python
If you're planning to learn Python, pay attention to this course!!! It's completely free~ I highly recommend it for preliminary learning before taking formal courses or starting personal study.
Beginner
Python
[Free] Python Basics You Must Learn Before Learning Python
CODEXPERT
Free
Beginner / Python
