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Data-driven Astronomy に戻る

シドニー大学(The University of Sydney) による Data-driven Astronomy の受講者のレビューおよびフィードバック

4.8
1,180件の評価

コースについて

Science is undergoing a data explosion, and astronomy is leading the way. Modern telescopes produce terabytes of data per observation, and the simulations required to model our observable Universe push supercomputers to their limits. To analyse this data scientists need to be able to think computationally to solve problems. In this course you will investigate the challenges of working with large datasets: how to implement algorithms that work; how to use databases to manage your data; and how to learn from your data with machine learning tools. The focus is on practical skills - all the activities will be done in Python 3, a modern programming language used throughout astronomy. Regardless of whether you’re already a scientist, studying to become one, or just interested in how modern astronomy works ‘under the bonnet’, this course will help you explore astronomy: from planets, to pulsars to black holes. Course outline: Week 1: Thinking about data - Principles of computational thinking - Discovering pulsars in radio images Week 2: Big data makes things slow - How to work out the time complexity of algorithms - Exploring the black holes at the centres of massive galaxies Week 3: Querying data using SQL - How to use databases to analyse your data - Investigating exoplanets in other solar systems Week 4: Managing your data - How to set up databases to manage your data - Exploring the lifecycle of stars in our Galaxy Week 5: Learning from data: regression - Using machine learning tools to investigate your data - Calculating the redshifts of distant galaxies Week 6: Learning from data: classification - Using machine learning tools to classify your data - Investigating different types of galaxies Each week will also have an interview with a data-driven astronomy expert. Note that some knowledge of Python is assumed, including variables, control structures, data structures, functions, and working with files....

人気のレビュー

SK

2020年9月10日

Really amazing course! Gave me insights into how data analysis works in the field of astronomy and how one can use different machine learning techniques to classify the huge amounts of data generated.

MC

2020年2月28日

Its been amazing to learn about the celestial objects, stars, galaxies. The lectures and quizzes spurred in me to explore new material online. Great hands on exercises in python and machine learning

フィルター:

Data-driven Astronomy: 201 - 225 / 346 レビュー

by p v k

2019年5月12日

Outstanding presentation in making even a novice like me understand the fundamentals of the course.

by Sourabh

2018年12月22日

Ultimate Course,A proper mixture of Data Science,Statistics,Machine learning and Astronomy.Loved it

by Kusha S

2021年6月6日

A​bsolutely Amazing course. Had a lot of fun doing the excersises and implementing the solutions.

by Abhas P

2020年6月26日

Only complaint, there should be an option to save the codes we have written. Even in text format.

by Craig T

2018年8月28日

Really good basic intro to data analysis, particularly applying this to the astronomical domain.

by Ivet S M

2018年6月15日

I've enjoyed a lot this course. I've learnt a lot of things and I would recommend it to everyone

by MUZAMMIL M

2022年5月23日

Very good course, lot to learn about Astronomical Data Analysis. Highly Recommend to others

by Adel B

2020年5月27日

Pretty good introductory course for applied data science on astronomy. Overall captivating!

by Thomas M

2019年8月14日

Excellent course. One of the best things I learned is that I need to learn statistics now.

by Denis D F

2021年5月5日

Great course! It gives a good introduction to how big data is managed in modern astronomy

by Baibhav N

2021年2月7日

Excellent course

Recommended for ml applications in astrophysics and astronomy

Simply class

by Gaston M S R

2017年12月15日

Excellent overall Course, fantastic content, teachers and organization. We need more!!!!

by Dr. D S

2019年10月5日

Excellent introduction into the astronomical exploration using the methods of big data

by Soham S

2018年7月17日

A very good introductory course on the applications of machine learning in astronomy.

by Akshay A S

2020年1月22日

Thorough learning opportunity, interesting design, interactive program, smart tests.

by aswathi a

2020年4月18日

THE COURSE WAS REALLY VERY HELPFUL FOR ME. IN MY STUDIES IT REALLY HELPED ME A LOT.

by Himadri S

2020年4月18日

Excellent course. Had real fun doing the assignments. Learned up a lot. Thank you

by hetpin

2018年3月15日

Highly recommended course for both astronomical and computer science students.

by Matthew P L

2017年6月25日

Astronomy, Python, and SQL ... like all my favorite friends in the same place!

by Denis Z

2020年7月9日

That was a great decision to take this course! Very educative and empowering!

by Akshay A

2020年9月10日

This is an amazing course for beginners in both coding as well as astronomy!

by antonio b

2019年11月14日

Very good Seminar! Is there a second part?

Congratulations to the professors!

by Bruno S A

2018年4月15日

Very good course, with a very good platform for practice the lessons (Grok).

by Carlos E T H

2020年5月5日

Very interesting topic. Well paced explanations. Really enjoyed the course.

by Carlos M S

2017年5月24日

A great course you may study if you are interested in Astronomy and Python!