关于此课程： This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from Johns Hopkins University.
制作方： Johns Hopkins University
教学方： Mihaela Pertea, PhD, Assistant Professor
Center for Computational Biology
教学方： Steven Salzberg, PhD, Professor
Biomedical Engineering, Computer Science, and Biostatistics
| 基本信息 | 课程 3（共 8 门，基因组数据科学 Specialization ） |
| 语言 | English |
| 如何通过 | 通过所有计分作业以完成课程。 |
| 用户评分 |
授课大纲
第 1 周
Week One
This week we will have an overview of Python and take the first steps towards programming.
5 视频, 3 阅读材料
- Reading: Welcome
- Reading: Pre-Course Survey
- Reading: Syllabus
- 视频: Lecture 2.1 - First Steps Toward Programming Part 1
- 视频: Lecture 2.2 - First Steps Toward Programming Part 2
- 视频: Lecture 2.3 - First Steps Toward Programming Part 3 (8:57)
- 视频: Lecture 2.4 - First Steps Toward Programming Part 4 (9:58)
已评分: Lecture 1 Quiz
已评分: Lecture 2 Quiz
第 2 周
Week Two
In this module, we'll be taking a look at Data Structures and Ifs and Loops.
4 视频
- 视频: Lecture 3.2: Data Structures Part 2 (10:41)
- 视频: Lecture 4.1: Ifs and Loops Part 1 (11:26)
- 视频: Lecture 4.2: Ifs and Loops Part 2 (15:28)
已评分: Lecture 3 Quiz
已评分: Lecture 4 Quiz
第 3 周
Week Three
In this module, we have a long three-part lecture on Functions as well as a 10-minute look at Modules and Packages.
4 视频
- 视频: Lecture 5.2: Functions Part 2 (8:20)
- 视频: Lecture 5.3: Functions Part 3 (13:24)
- 视频: Lecture 6: Modules and Packages (10:32)
已评分: Lecture 5 Quiz
已评分: Lecture 6 Quiz
第 4 周
Week Four
In this module, we have another long three-part lecture, this time about Communicating with the Outside, as well as a final lecture about Biopython.
4 视频, 2 阅读材料
- 视频: Lecture 7.2: Communicating with the Outside Part 2 (7:38)
- 视频: Lecture 7.3: Communicating with the Outside Part 3 (17:42)
- 视频: Lecture 8: Biopython (13:32)
- Reading: Final Exam Instructions
- Reading: Post Course Survey
已评分: Lecture 7 Quiz
已评分: Lecture 8 Quiz
已评分: Final Exam (Read Instructions First)
常见问题解答
运作方式
Coursework
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制作方
Johns Hopkins University
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
价格
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| 访问课程材料 | 可用 |
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| 收到最终成绩 | 可用 |
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评分和审阅
I learned a lot. The final exam was more difficult than the course content, but I think it was critical for ensuring that I was able to apply the course content.
The course is great for a beginner. But, Biopython should be discussed in more details.
The final quiz was very challenging, but the lectures were simply put.
RL
The content of the course is quite good, but it would have been nice if they addressed more how to make code run efficiently in Python (e.g. which structures are fast and which should be avoided). Especially during the final exam the way you approach the questions can result in a running time from seconds to hours. As in practice the datasets you will work with tend to be quite large, I think this would be a valuable addition to the course.