课程信息
23,578 次近期查看

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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中级

完成时间大约为22 小时

建议:6 weeks of study, 4-6 hours/week...

英语(English)

字幕:英语(English)

您将获得的技能

Python ProgrammingMachine LearningApplied Machine LearningSQL
学习Course的学生是
  • Scientists
  • Data Scientists
  • Machine Learning Engineers
  • Researchers
  • Technical Solutions Engineers

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。

中级

完成时间大约为22 小时

建议:6 weeks of study, 4-6 hours/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 4 小时

Thinking about data

8 个视频 (总计 30 分钟), 1 个阅读材料, 4 个测验
8 个视频
Course overview2分钟
Pulsars3分钟
Diving in: imaging stacking5分钟
Challenge: the median doesn't scale2分钟
The solution: improving your method3分钟
Module summary1分钟
Interview with Aris Karastergiou6分钟
1 个阅读材料
Further reading10分钟
1 个练习
Pulsars: test your understanding10分钟
2
完成时间为 4 小时

Big data makes things slow

7 个视频 (总计 35 分钟), 3 个测验
7 个视频
Supermassive black holes3分钟
What is cross-matching?4分钟
Evaluating time complexity5分钟
A (much) faster algorithm6分钟
Module summary2分钟
Interview with Brendon Brewer8分钟
1 个练习
Supermassive black holes: test your understanding10分钟
3
完成时间为 4 小时

Querying your data

7 个视频 (总计 35 分钟), 3 个测验
7 个视频
Exoplanets4分钟
Querying database with SQL4分钟
More advanced SQL4分钟
Joining tables in SQL6分钟
Module summary2分钟
Interview with Jon Jenkins8分钟
1 个练习
Exoplanets - test your understanding10分钟
4
完成时间为 4 小时

Managing your data

6 个视频 (总计 29 分钟), 3 个测验
6 个视频
The lifecycle of stars6分钟
Setting up your own database5分钟
Exploring a star cluster4分钟
Module summary2分钟
Interview with Emily Petroff6分钟
1 个练习
Stars - test your understanding10分钟
4.8
136 个审阅Chevron Right

28%

完成这些课程后已开始新的职业生涯

21%

通过此课程获得实实在在的工作福利

来自Data-driven Astronomy的热门评论

创建者 GMJun 30th 2017

Great course with a good balance of code and the rewards to be had from understanding how the code works - proved to be an excellent introduction to Astronomy and confidence builder in Python.

创建者 BFAug 11th 2019

Such a wonderful course. It had a very good mix of astronomy and computer science. The programming activities were especially good and the lectures were very informative. I highly recommend.

讲师

Avatar

Tara Murphy

Associate Professor
School of Physics
Avatar

Simon Murphy

Postdoctoral Researcher
School of Physics

关于 悉尼大学

The University of Sydney is one of the world’s leading comprehensive research and teaching universities, consistently ranked in the top 1 percent of universities in the world. In 2015, we were ranked 45 in the QS World University Rankings, and 100 percent of our research was rated at above, or well above, world standard in the Excellence in Research for Australia report....

常见问题

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  • We assume you are familiar with basic programming in a modern programming language including variables, control structures, data structures, functions, and working with files. In this course we will use Python 3.

    We'll walk through all the examples and provide lots of support, so jump in and have a go. If haven't done any programming for a while, you might want to brush up before you start.

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