课程信息
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100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

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初级

完成时间大约为23 小时

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

英语(English)

字幕:英语(English)
User
学习Course的学生是
  • Scientists
  • Data Scientists
  • Risk Managers
  • Researchers
  • Biologists

您将获得的技能

Julia (Programming Language)Computer ProgrammingIpythonData Visualization (DataViz)
User
学习Course的学生是
  • Scientists
  • Data Scientists
  • Risk Managers
  • Researchers
  • Biologists

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

初级

完成时间大约为23 小时

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

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 5 小时

Welcome to the course

14 个视频 (总计 138 分钟), 4 个阅读材料, 7 个测验
14 个视频
Julia version 1.048
Programming languages and why Julia is special6分钟
Getting Ready: JuliaBox15分钟
The Julia REPL - Read, Evaluate and Print Loop9分钟
Arithmetical expressions10分钟
Logical expressions12分钟
Julia's Type System17分钟
Variables in Julia16分钟
Functions in Julia17分钟
User-defined functions - part 19分钟
User-defined functions - part 26分钟
Week 1: Getting Practice3分钟
Installing Juno using Julia 1.09分钟
4 个阅读材料
How this course works10分钟
What to expect from Week 110分钟
Using Jupyter Notebooks10分钟
Approach to assessment in course10分钟
7 个练习
Is this course right for me?10分钟
JuliaBox and the Julia REPL14分钟
Arithmetical and logical expressions in Julia14分钟
Types and Arrays in Julia12分钟
Julia functions12分钟
Week 1 - Graded Quiz20分钟
What makes Julia special?6分钟
2
完成时间为 4 小时

A context for exploring Julia: Working with data

9 个视频 (总计 74 分钟), 1 个阅读材料, 4 个测验
9 个视频
The Ebola Epidemic of 20148分钟
Loading data using Julia8分钟
Creating .csv from data tables4分钟
For Loops and Date-Time Formats18分钟
Simple plots with the Plots package9分钟
Multiple curves in a single diagram13分钟
Week 2: Getting Practice2分钟
How to do a Peer Graded Assignment8分钟
1 个阅读材料
What to expect from Week 210分钟
3 个练习
Data and Loops in Julia12分钟
Plots in Julia14分钟
Week 2 - Graded Quiz20分钟
3
完成时间为 4 小时

Notebooks as Julia Programs

9 个视频 (总计 76 分钟), 1 个阅读材料, 3 个测验
9 个视频
SIR Models of Disease Dynamics9分钟
The SIR model in Julia code18分钟
More on SIR Models13分钟
Plotting Data and an Approximately Fitted Line Simultaneously9分钟
Using the Data - fitting the model parameters11分钟
Week 3: Getting practice1分钟
Practicing fitting a circle to data11分钟
Week 3: Wrap Up42
1 个阅读材料
What to expect from Week 310分钟
2 个练习
Making simple models4分钟
Models6分钟
4
完成时间为 4 小时

Structuring data and functions in Julia

9 个视频 (总计 62 分钟), 4 个阅读材料, 4 个测验
9 个视频
Installing packages for this lesson4分钟
Creating simulated data7分钟
Descriptive statistics4分钟
Creating a dataframe7分钟
Descriptive statistics9分钟
Visualizing data10分钟
Inferential statistics11分钟
Exporting data as a csv file2分钟
4 个阅读材料
What to expect from Week 410分钟
Packages - Local installation of Julia vs. juliabox.com10分钟
Week 4: Wrap-up10分钟
Honors material10分钟
3 个练习
Week 4 - Graded Quiz10分钟
Collections10分钟
Functions10分钟
4.5
61 个审阅Chevron Right

33%

完成这些课程后已开始新的职业生涯

30%

通过此课程获得实实在在的工作福利

来自Julia Scientific Programming的热门评论

创建者 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.

创建者 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!

讲师

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Juan H Klopper

Dr
Department of Surgery
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Henri Laurie

Dr
Department of Mathematics and Applied Mathematics

关于 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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