inflearn logo
inflearn logo

Data-Driven Career Strategy Design for Non-Majors - Hacking Employment and Career Changes with Economics, Statistics, and AI

Understand the essence of the job market through economic and statistical concepts, and redesign employment and career-change strategies as data-driven probability problems rather than relying on intuition or "spec" (credentials) competition. Instead of simply accumulating more credentials, this strategy shifts the "playing field" to a rational recruitment market by using AI to directly collect and analyze job postings and corporate data to select markets and openings with a high probability of success. By utilizing AI as a tool built upon core economic and statistical concepts, we systematize document, interview, and application strategies, presenting a way for even non-majors to develop a data-driven employment mindset. Furthermore, we provide a method for non-majors to directly implement a 24-hour AI recruitment assistant—which can be used immediately as a portfolio piece—through AI-based "Vibe Coding."

5 learners are taking this course

Level Beginner

Course period Unlimited

Statistics
Statistics
Economics
Economics
AI
AI
Data literacy
Data literacy
get a job
get a job
Statistics
Statistics
Economics
Economics
AI
AI
Data literacy
Data literacy
get a job
get a job

What you will gain after the course

  • Implementing a recruitment AI assistant yourself through Vibe Coding

  • The ability to interpret job postings, resumes, and interviews from the perspectives of probability and structure, and to manage choices through numerical data.


This is a practical lecture that increases your probability of passing by analyzing data from job postings, resumes, and interviews.

Using economics and statistical thinking as a theoretical foundation, you will utilize AI as a tool for implementation to directly design data-driven employment strategies.

Vibe Coding with AI allows you to directly implement a 24-hour AI recruitment assistant that works for you.

Instructor Seung-do Lee


Education

Bachelor of Arts in Economics (Graduated with Honors, Cum Laude) / Korean History (Second Major), Seoul National University


Experience

| Current

  • CEO of Publishing House 'Chaekdosa'

  • The final line for passing, CEO of the all-in-one editing platform 'Cheomsak-dosa'

  • Wisdom for Building the Future, Insight Design & Build Lab 'Gaebaldosa' CEO

    • Turning nights of anxiety into mornings of confidence. Rehearsing your standards the day before a decision, 'Decision Master'

    • AI/Data Science-based lifecycle Saju service 'Unmyeong Dogam'

    • AI-based startup idea market validation service 'NotIdea'

    • 'How Much Was It', a price history management & benefit filter service for women in their 20s and 30s

  • Lecturer, Department of AI Software, Dongyang Mirae University

    • In charge of major courses 'Machine Learning' and 'Deep Learning Programming'

  • Lecturer at Dongnam Health University

    • General education subject '

      In charge of 'Learning AI Basics Without Coding & Utilizing ChatGPT'

  • Lecturer, Department of Software Engineering, Baewha Women's University

    • In charge of major courses 'Windows Programming' & 'Windows Programming Practice'


  • Conducting online platform lectures

    • Data-Driven Career Strategy Design for Non-Majors - Hacking Employment/Career Changes with Economics, Statistics, and AI (Inflearn)

    • Generative AI, Vibe Coding, and DX/AX Fundamentals Master Curriculum for Non-Majors (Inflearn)


    • A story of machine learning written in simple terms that even those with a deep liberal arts background can understand at once (Inflearn)

  • IT Instructor with numerous lectures at major corporations and public institutions


| Former Job

  • Worked in the Samsung Electronics Development Team

    • Software Quality Engineering

    • Bixby voice recognition preprocessing performance evaluation and natural language modeling

    • Participated in building an IoT Lab through SmartThings integration

  • Worked at Sungkyunkwan University Information and Communication Office

    • Responsible for developing 'KingoBot', the first AI chatbot for a comprehensive university in Korea.

    • Sole development of the Big Data-based 'Our Department Career Status' analysis system ('Challs Sunbae')

    • Solely developed the first foreign currency tuition payment system among domestic comprehensive universities

    • Jointly developed the Mock Bar Exam Grade Management System for the Law School.

  • Korea Edu IT Corporate Training Instructor

  • Gwanggyo M&M Mathematics Academy, Nonstop Mathematics & Science Academy Middle/High School Mathematics Instructor

  • Daechi Apollon Education Consultant


Publications

  • Data-Driven Career Strategy for Non-Majors: Hacking Employment and Career Changes with Economics, Statistics, and AI

  • Generative AI, Vibe Coding, and DX/AX Fundamentals Master Curriculum for Non-Majors

  • A machine learning story written in plain language that even die-hard humanities students can understand at once

  • 20 Economics Concepts That Are Helpful to Know

  • Actual interview reviews from over 20 major corporations, financial institutions, public organizations, and educational staff positions

Recommended for
these people

Who is this course right for?

  • Job seekers and career changers who have prepared diligently but keep facing repeated setbacks in their results.

  • Non-majors who want to apply AI and data to real-world practice

Hello
This is sdlee

642

Learners

58

Reviews

1

Answers

4.7

Rating

3

Courses

Curriculum

All

20 lectures ∙ (7hr 2min)

Course Materials:

Lecture resources
Published: 
Last updated: 

Reviews

Not enough reviews.
Please write a valuable review that helps everyone!

sdlee's other courses

Check out other courses by the instructor!

Similar courses

Explore other courses in the same field!

Limited time deal ends in 2 days

$12.10

67%

$37.40