課程信息
33,475 次近期查看

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

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中級

完成時間大約為23 小時

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

英語(English)

字幕:英語(English)
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學習Course的學生是
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  • Data Scientists
  • Data Engineers
  • Researchers
  • Machine Learning Engineers

您將獲得的技能

Python ProgrammingMachine LearningApplied Machine LearningSQL
User
學習Course的學生是
  • Scientists
  • Data Scientists
  • Data Engineers
  • Researchers
  • Machine Learning Engineers

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。

中級

完成時間大約為23 小時

建議:6 weeks of study, 4-6 hours/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 4 小時

Thinking about data

8 個視頻 (總計 30 分鐘), 1 個閱讀材料, 4 個測驗
8 個視頻
Course overview2分鐘
Pulsars3分鐘
Diving in: imaging stacking5分鐘
Challenge: the median doesn't scale2分鐘
The solution: improving your method3分鐘
Module summary1分鐘
Interview with Aris Karastergiou6分鐘
1 個閱讀材料
Further reading10分鐘
1 個練習
Pulsars: test your understanding10分鐘
2
完成時間為 4 小時

Big data makes things slow

7 個視頻 (總計 35 分鐘), 3 個測驗
7 個視頻
Supermassive black holes3分鐘
What is cross-matching?4分鐘
Evaluating time complexity5分鐘
A (much) faster algorithm6分鐘
Module summary2分鐘
Interview with Brendon Brewer8分鐘
1 個練習
Supermassive black holes: test your understanding10分鐘
3
完成時間為 4 小時

Querying your data

7 個視頻 (總計 35 分鐘), 3 個測驗
7 個視頻
Exoplanets4分鐘
Querying database with SQL4分鐘
More advanced SQL4分鐘
Joining tables in SQL6分鐘
Module summary2分鐘
Interview with Jon Jenkins8分鐘
1 個練習
Exoplanets - test your understanding10分鐘
4
完成時間為 4 小時

Managing your data

6 個視頻 (總計 29 分鐘), 3 個測驗
6 個視頻
The lifecycle of stars6分鐘
Setting up your own database5分鐘
Exploring a star cluster4分鐘
Module summary2分鐘
Interview with Emily Petroff6分鐘
1 個練習
Stars - test your understanding10分鐘
4.8
146 個審閱Chevron Right

26%

完成這些課程後已開始新的職業生涯

20%

通過此課程獲得實實在在的工作福利

來自Data-driven Astronomy的熱門評論

創建者 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.

創建者 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.

講師

Avatar

Tara Murphy

Associate Professor
School of Physics
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Simon Murphy

Postdoctoral Researcher
School of Physics

關於 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....

常見問題

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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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