University of Michigan
ํŒŒ์ด์ฌ์˜ ๋ฐ์ดํ„ฐ ๊ณผํ•™ ์†Œ๊ฐœ
University of Michigan

ํŒŒ์ด์ฌ์˜ ๋ฐ์ดํ„ฐ ๊ณผํ•™ ์†Œ๊ฐœ

Christopher Brooks

Instructor: Christopher Brooks

Access provided by HSBC

Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • ๋žŒ๋‹ค ๋ฐ csv ํŒŒ์ผ ์กฐ์ž‘๊ณผ ๊ฐ™์€ ๊ธฐ์ˆ  ์ดํ•ด

  • ๋ฐ์ดํ„ฐ ๊ณผํ•™์— ์‚ฌ์šฉ๋˜๋Š” ์ผ๋ฐ˜์ ์ธ ํŒŒ์ด์ฌ ๊ธฐ๋Šฅ ๋ฐ ํŠน์ง• ์„ค๋ช…

  • ์ •๋ฆฌ ๋ฐ ์ฒ˜๋ฆฌ๋ฅผ ์œ„ํ•œ DataFrame ๊ตฌ์กฐ ์ฟผ๋ฆฌ

  • ๋ถ„ํฌ, ์ƒ˜ํ”Œ๋ง ๋ฐ t-๊ฒ€์ • ์„ค๋ช…

Skills you'll gain

Details to know

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Assessments

4 assignments

Taught in Korean

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There are 4 modules in this course

์ด๋ฒˆ ์ฃผ์—๋Š” ๋ฐ์ดํ„ฐ ๊ณผํ•™ ๋ถ„์•ผ๋ฅผ ์†Œ๊ฐœํ•˜๊ณ , ๋ฐ์ดํ„ฐ ๊ณผํ•™์ž๊ฐ€ ์‚ฌ์šฉํ•˜๋Š” ์ผ๋ฐ˜์ ์ธ ํŒŒ์ด์ฌ ๊ธฐ๋Šฅ ๋ฐ ํŠน์ง•์„ ๊ฒ€ํ† ํ•˜๊ณ , ๊ฐ•์˜๋ฅผ ์œ„ํ•ด Coursera Jupyter Notebook์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ์ฑ„์ , ์ „์ œ ์กฐ๊ฑด ๋ฐ ๊ธฐ๋Œ€์น˜์— ๋Œ€ํ•œ ๋ชจ๋“  ์ฝ”์Šค ์ •๋ณด๋Š” ๊ฐ•์˜ ๊ณ„ํš์„œ์— ์žˆ์œผ๋ฉฐ ๊ณผ์ • ๋ฆฌ์†Œ์Šค ํŽ˜์ด์ง€์—์„œ Jupyter Notebook์— ๋Œ€ํ•œ ์ž์„ธํ•œ ์ •๋ณด๋ฅผ ์ฐพ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

What's included

12 videos7 readings1 assignment1 programming assignment1 ungraded lab1 plugin

์ด๋ฒˆ ์ฃผ ๊ณผ์ •์—์„œ๋Š” ํŒŒ์ด์ฌ์ด ๋ฐ์ดํ„ฐ ์ •๋ฆฌ ๋ฐ ์ฒ˜๋ฆฌ๋ฅผ ์œ„ํ•ด ๊ฐ€์ง€๊ณ  ์žˆ๋Š” ๊ฐ€์žฅ ์ค‘์š”ํ•œ ํˆดํ‚ท ์ค‘ ํ•˜๋‚˜์ธ pandas์˜ ๊ธฐ์ดˆ๋ฅผ ๋ฐฐ์šฐ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค. DataFrame ๊ตฌ์กฐ๋กœ ๋ฐ์ดํ„ฐ๋ฅผ ์ฝ๋Š” ๋ฐฉ๋ฒ•, ์ด๋Ÿฌํ•œ ๊ตฌ์กฐ๋ฅผ ์ฟผ๋ฆฌํ•˜๋Š” ๋ฐฉ๋ฒ•, ์ด๋Ÿฌํ•œ ๊ตฌ์กฐ์— ๋Œ€ํ•œ ์„ธ๋ถ€ ์ •๋ณด๊ฐ€ ์ธ๋ฑ์‹ฑ๋˜๋Š” ๋ฐฉ๋ฒ•์„ ๋ฐฐ์šฐ๊ฒŒ ๋ฉ๋‹ˆ๋‹ค.

What's included

9 videos1 reading1 assignment1 programming assignment

์ด๋ฒˆ ์ฃผ์—๋Š” DataFrame์„ ๋ณ‘ํ•ฉํ•˜๊ณ , ์š”์•ฝ ํ…Œ์ด๋ธ”์„ ์ƒ์„ฑํ•˜๊ณ , ๋ฐ์ดํ„ฐ๋ฅผ ๋…ผ๋ฆฌ์  ์กฐ๊ฐ์œผ๋กœ ๊ทธ๋ฃนํ™”ํ•˜๊ณ , ๋‚ ์งœ๋ฅผ ์กฐ์ž‘ํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ํ•™์Šตํ•˜์—ฌ python pandas ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ์— ๋Œ€ํ•œ ์ดํ•ด๋ฅผ ์‹ฌํ™”ํ•  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋˜ํ•œ ๋ฐ์ดํ„ฐ ๊ทœ๋ชจ์— ๋Œ€ํ•œ ์ดํ•ด๋ฅผ ์ƒˆ๋กญ๊ฒŒ ํ•˜๊ณ  ๋ถ„์„์„ ์œ„ํ•œ ๋ฉ”ํŠธ๋ฆญ ์ƒ์„ฑ๊ณผ ๊ด€๋ จ๋œ ๋ฌธ์ œ์— ๋Œ€ํ•ด ๋…ผ์˜ํ•ฉ๋‹ˆ๋‹ค. ์ผ์ฃผ์ผ์€ ๋” ์ค‘์š”ํ•œ ํ”„๋กœ๊ทธ๋ž˜๋ฐ ๊ณผ์ œ๋กœ ๋๋‚ฉ๋‹ˆ๋‹ค.

What's included

6 videos1 reading1 assignment1 programming assignment

์ด๋ฒˆ ์ฃผ ๊ณผ์ •์—์„œ๋Š” ๋ถ„ํฌ, ์ƒ˜ํ”Œ๋ง ๋ฐ t-๊ฒ€์ •๊ณผ ๊ฐ™์€ ๋‹ค์–‘ํ•œ ํ†ต๊ณ„ ๊ธฐ๋ฒ•์„ ์†Œ๊ฐœํ•ฉ๋‹ˆ๋‹ค. ํ•œ ์ฃผ๊ฐ€ ๊ณผํ•™์— ๋Œ€ํ•œ ๋‘ ๊ฐ€์ง€ ํ† ๋ก ๊ณผ ๋„ค ๋ฒˆ์งธ ํŒจ๋Ÿฌ๋‹ค์ž„์ธ ๋ฐ์ดํ„ฐ ๊ธฐ๋ฐ˜ ๋ฐœ๊ฒฌ์˜ ๋ถ€์ƒ์œผ๋กœ ๋งˆ๋ฌด๋ฆฌ๋ฉ๋‹ˆ๋‹ค.

What's included

2 videos5 readings1 assignment1 programming assignment

Instructor

Christopher Brooks
15 Courses934,293 learners

Offered by

University of Michigan

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