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When you understand data, AI becomes easy.

Is AI difficult because of complex algorithms? Actually, the real power of AI comes from 'data'. You need to understand the essence of data to properly handle AI. This is a lecture that explains the roots of AI from a data perspective, covering everything from basic philosophy to perceptrons, CNNs, and data processing and ethics.

(5.0) 2 reviews

9 learners

Level Beginner

Course period Unlimited

  • aidercollege
Digital Literacy
Digital Literacy
Algorithm
Algorithm
AI
AI
Data literacy
Data literacy
ChatGPT
ChatGPT
Digital Literacy
Digital Literacy
Algorithm
Algorithm
AI
AI
Data literacy
Data literacy
ChatGPT
ChatGPT

What you will gain after the course

  • Artificial intelligence is not just technology, but a tool for thinking.

  • People who use AI well are people who handle data well.

💡 What drives AI is not algorithms, but data.

The real power of AI comes from 'data'.

Many people approach artificial intelligence only as technology and quickly give up.
However, to properly understand AI, you need to know the essence and thinking methods of data first.


This course covers everything from basic philosophy to perceptrons, CNN, and data preprocessing and ethics
the first artificial intelligence literacy course that explains the roots of AI from a data perspective.

Features of this course

📌Clear Summary of Two AI Thinking Approaches
→ Easily explains Symbolism vs Connectionism, Cognitivism vs Computationalism from philosophical and mathematical perspectives.

📌Understanding the Principles of Perceptrons, CNNs, and Image Recognition
→ Provides a practical explanation of where modern AI originated, its structure, and limitations.

📌 Acquire core practical AI knowledge centered on data
→ Learn real-world industry content from data collection and preprocessing to bias issues.

📌 Data Terminology Reference for Immediate Use in the Field

→ We'll organize confusing concepts like annotation, visualization, and labeling all at once.

I recommend this for people like this

Office workers and marketers who find AI overwhelming

Those who want to easily understand concepts and apply them immediately

Developer Preparing to Transition to AI Field

Those who want to build a solid foundation that will lead to practical work

Educators who need to explain and plan AI

Someone who needs to give lectures or do planning in the field

After taking the course

  • You can explain the various thinking approaches of AI (symbolism and connectionism).

  • You can clearly understand the principles and limitations of perceptrons and CNNs.

  • You can acquire practical data processing capabilities including data preprocessing, annotation, and bias issues.

  • You can grow into an AI utilization expert with data literacy.


Introduction Question

Recognize key issues and context in advance, and establish a reference point for thinking that allows you to follow the flow of the lecture.

Key Keyword Summary

We organize key concepts that allow you to review what you've learned at a glance.

Using Visual Materials

I structured it so you can intuitively understand actual research graphs, experimental photos, and various concepts.

Course Wrap-up

A summary screen that organizes the key content for each course is provided, allowing for natural review and organization.




The person who created this course

AIder College

Professor Jang Byeong-cheol

  • Professor Jang Byeong-cheol (Hanyang University)

  • Former National AI Curriculum Development Committee Member

  • Former EBS AI Instructor

  • 📖 Books: 《Artificial Intelligence Fundamentals》, 《Artificial Intelligence and Future Society》

👉 A professor who has experienced both actual education and research will teach you directly.

Recommended for
these people

Who is this course right for?

  • Non-majors and working professionals new to AI

  • A beginner developer preparing to transition into the AI field

  • Teachers, professors, and developers who need to explain AI

Hello
This is

Aider College is an AI education brand that teaches AI in a 'friendly, easy, and proper' way.

Top faculty members from leading domestic universities, including Seoul National University, KAIST, Hanyang University, and Seoul Women's University, participate directly to cultivate citizens (Aiders) who properly understand and utilize AI through an original curriculum that encompasses technology + philosophy + ethics + insight.
In the AI era, we go beyond simple usage to foster AI capabilities that enable thinking and judgment.

Curriculum

All

20 lectures ∙ (5hr 20min)

Published: 
Last updated: 

Reviews

All

2 reviews

5.0

2 reviews

  • calculator님의 프로필 이미지
    calculator

    Reviews 143

    Average Rating 4.8

    5

    85% enrolled

    Thank you for the great lecture.

    • aceoftop1975님의 프로필 이미지
      aceoftop1975

      Reviews 121

      Average Rating 5.0

      5

      100% enrolled

      25/10/19/Sun 09:48 I understood that data is important for AI to work well. Thank you for providing good information that helped me understand a lot about AI. Thank you for creating a good lecture.

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