课程信息

76,897 次近期查看

学生职业成果

32%

完成这些课程后已开始新的职业生涯

23%

通过此课程获得实实在在的工作福利
可分享的证书
完成后获得证书
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
英语(English)
字幕:英语(English)

您将获得的技能

Python ProgrammingMachine LearningApplied Machine LearningSQL

学生职业成果

32%

完成这些课程后已开始新的职业生涯

23%

通过此课程获得实实在在的工作福利
可分享的证书
完成后获得证书
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
英语(English)
字幕:英语(English)

提供方

悉尼大学 徽标

悉尼大学

教学大纲 - 您将从这门课程中学到什么

内容评分Thumbs Up98%(2,252 个评分)Info
1

1

完成时间为 4 小时

Thinking about data

完成时间为 4 小时
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

2

完成时间为 4 小时

Big data makes things slow

完成时间为 4 小时
7 个视频 (总计 35 分钟)
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

3

完成时间为 4 小时

Querying your data

完成时间为 4 小时
7 个视频 (总计 35 分钟)
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

4

完成时间为 4 小时

Managing your data

完成时间为 4 小时
6 个视频 (总计 29 分钟)
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

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常见问题

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

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  • You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.

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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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