課程信息
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初級

完成時間大約為23 小時

建議:4 weeks of study, 3-4 hours per week ...

英語(English)

字幕:英語(English)

您將獲得的技能

Julia (Programming Language)Computer ProgrammingIpythonData Visualization (DataViz)
學習Course的學生是
  • Scientists
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  • Researchers
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100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

初級

完成時間大約為23 小時

建議:4 weeks of study, 3-4 hours per week ...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 5 小時

Welcome to the course

14 個視頻 (總計 138 分鐘), 4 個閱讀材料, 7 個測驗
14 個視頻
Julia version 1.048
Programming languages and why Julia is special6分鐘
Getting Ready: JuliaBox15分鐘
The Julia REPL - Read, Evaluate and Print Loop9分鐘
Arithmetical expressions10分鐘
Logical expressions12分鐘
Julia's Type System17分鐘
Variables in Julia16分鐘
Functions in Julia17分鐘
User-defined functions - part 19分鐘
User-defined functions - part 26分鐘
Week 1: Getting Practice3分鐘
Installing Juno using Julia 1.09分鐘
4 個閱讀材料
How this course works10分鐘
What to expect from Week 110分鐘
Using Jupyter Notebooks10分鐘
Approach to assessment in course10分鐘
7 個練習
Is this course right for me?10分鐘
JuliaBox and the Julia REPL14分鐘
Arithmetical and logical expressions in Julia14分鐘
Types and Arrays in Julia12分鐘
Julia functions12分鐘
Week 1 - Graded Quiz20分鐘
What makes Julia special?6分鐘
2
完成時間為 4 小時

A context for exploring Julia: Working with data

9 個視頻 (總計 74 分鐘), 1 個閱讀材料, 4 個測驗
9 個視頻
The Ebola Epidemic of 20148分鐘
Loading data using Julia8分鐘
Creating .csv from data tables4分鐘
For Loops and Date-Time Formats18分鐘
Simple plots with the Plots package9分鐘
Multiple curves in a single diagram13分鐘
Week 2: Getting Practice2分鐘
How to do a Peer Graded Assignment8分鐘
1 個閱讀材料
What to expect from Week 210分鐘
3 個練習
Data and Loops in Julia12分鐘
Plots in Julia14分鐘
Week 2 - Graded Quiz20分鐘
3
完成時間為 4 小時

Notebooks as Julia Programs

9 個視頻 (總計 76 分鐘), 1 個閱讀材料, 3 個測驗
9 個視頻
SIR Models of Disease Dynamics9分鐘
The SIR model in Julia code18分鐘
More on SIR Models13分鐘
Plotting Data and an Approximately Fitted Line Simultaneously9分鐘
Using the Data - fitting the model parameters11分鐘
Week 3: Getting practice1分鐘
Practicing fitting a circle to data11分鐘
Week 3: Wrap Up42
1 個閱讀材料
What to expect from Week 310分鐘
2 個練習
Making simple models4分鐘
Models6分鐘
4
完成時間為 4 小時

Structuring data and functions in Julia

9 個視頻 (總計 62 分鐘), 4 個閱讀材料, 4 個測驗
9 個視頻
Installing packages for this lesson4分鐘
Creating simulated data7分鐘
Descriptive statistics4分鐘
Creating a dataframe7分鐘
Descriptive statistics9分鐘
Visualizing data10分鐘
Inferential statistics11分鐘
Exporting data as a csv file2分鐘
4 個閱讀材料
What to expect from Week 410分鐘
Packages - Local installation of Julia vs. juliabox.com10分鐘
Week 4: Wrap-up10分鐘
Honors material10分鐘
3 個練習
Week 4 - Graded Quiz10分鐘
Collections10分鐘
Functions10分鐘
4.5
61 個審閱Chevron Right

33%

完成這些課程後已開始新的職業生涯

30%

通過此課程獲得實實在在的工作福利

來自Julia Scientific Programming的熱門評論

創建者 SPJan 27th 2018

Excellent, engaging teaching that makes me want to use Julia language (and Jupyter notebooks) all the time. As the language evolves, you need to adjust to newer Julia versions - just a part of fun.

創建者 SKSep 15th 2019

Amazing course! I learned a lot during this course. The assignments made me improve my coding skills and the questions were challenging enough. The instructors are engaging and innovative!

講師

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Juan H Klopper

Dr
Department of Surgery
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Henri Laurie

Dr
Department of Mathematics and Applied Mathematics

關於 开普敦大学

The University of Cape Town is the oldest university in South Africa and is one of the leading research universities on the African continent. UCT has over 25 000 students, of whom 30% are postgraduate students. We offer degrees in six faculties: Commerce, Engineering & the Built Environment, Health Sciences, Humanities, Law, and Science. We pride ourself on our diverse student body, which reflects the many cultures and backgrounds of the region. We welcome international students and are currently home to thousands of international students from over 100 countries. UCT has a tradition of academic excellence that is respected world-wide and is privileged to have more than 30 A-rated researchers on our staff, all of whom are recognised as world leaders in their field. Our aim is to ensure that our research contributes to the public good through sharing knowledge for the benefit of society. Past students include five Nobel Laureates – Max Theiler, Alan Cormack, Sir Aaron Klug, Ralph Bunche and, most recently, J M Coetzee....

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