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collected materials that can help with my research

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Materials
=========

I am an undergraduate majoring **ASTRONOMY**. Here are some materials that I collected to help with my research or studying. Hope them also helpful to you.

## 1. Writing & talk
### 1.1 Writing
* [Effective Titles, Celia M. Elliott](http://people.physics.illinois.edu/Celia/Titles.pdf) 
"The title is a key element of any form of scientific communication. The quality and effectiveness of your title is critical in attracting a reader’s attention and in getting appropriate “hits” in electronic databases. Here, we focus on how to write a title for maximum effect."
* [《The art of writing science》by Kevin W. Plaxco](https://onlinelibrary.wiley.com/doi/full/10.1002/pro.514) 
How to make your reader's job as easy as possible. 
* [Formulaic writing?](http://john.measey.com/Blog/2017/08/29/Formulaic-writing) 
Sciencetific writing formula

	<img src="http://john.measey.com/media/9f512cb4-39bb-49ac-bcb9-03dc3c99bc0a/Nbg8Bg/Blog/Writing_formula.jpg" alt="Sample" width="250" height="300">

* [How to Write an Introduction](https://www.worldscientific.com/doi/suppl/10.1142/p605/suppl_file/p605_chap01.pdf) 
 * How do writers normally start the Introduction? 
 * What type of information should be in my Introduction, and in what order? 
 * How do writers normally end the Introduction? 
 
* [Article Writing in Astronomy](http://www.raa-journal.org/docs/RAA_Lectures/RAA_Lecture2.pdf)
* [How to Create a Table for a Literature Review Summary](https://www.youtube.com/watch?v=d4jeDG0Cbvw)
* [Researching the Literature Review](https://guides.library.oregonstate.edu/c.php?g=285832&p=1906021)
* [From an academic writing program at UChicago (primarily for social sciences, but many useful concepts here):LEADERSHIP LAB: The Craft of Writing Effectively (Links to an external site.)](https://youtu.be/vtIzMaLkCaM)
* [Phrase Bank](https://www.phrasebank.manchester.ac.uk/)

### 1.4 Talk

* AGU's guidelines for how to give a great talk:
[AGU_GuidelinesForTalks.pdf](https://canvas.uchicago.edu/courses/29402/files/4615847/download?wrap=1)

### 1.3 Literature Review
* [ Academic Writing Workshop Series 1 2019_Seminar 2 lit reviews](https://egrs.jcu.edu.au/workshops/academic-and-thesis-writing-workshops-series-1-2019/atww-seminar-2-literature-reviews/view) 
Steps to write a literature review.
* [Reviewing literature for the research proposal](https://lo.unisa.edu.au/mod/page/view.php?id=489316) 
How to write a literature review for the research proposal.
* [《A Guide to Writing the Dissertation Literature Review》by Justus J. Randolph](https://pareonline.net/pdf/v14n13.pdf) 
The article concludes with a discussion of common mistakes and a framework for the self-evaluation of a literature review.

## 2. Coding
* [What the f*ck Python! ](https://github.com/satwikkansal/wtfpython) 
This is a fun project to collect such tricky & counter-intuitive examples and lesser-known features in Python, attempting to discuss what exactly is happening under the hood!
* [动态变量名_python](https://blog.csdn.net/s740556472/article/details/80928849)

## 3. Mathematic
* [打开MCMC（马尔科夫蒙特卡洛）的黑盒子 - Pymc贝叶斯推理底层实现原理初探 ](https://www.cnblogs.com/LittleHann/p/9550757.html)
* [Machine Learning-MIT](http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml)
## 4. Lectures & Textbooks
* [BOOK: How-to-Lie-with-Statistics](http://faculty.neu.edu.cn/cc/zhangyf/papers/How-to-Lie-with-Statistics.pdf) 
 * [Lessons on How to Lie with Statistics by Will Koehrsen](https://towardsdatascience.com/lessons-from-how-to-lie-with-statistics-57060c0d2f19)
* [The Demographics of Exoplanets: Theory vs. Observations by Scott Gaudi](http://nexsci.caltech.edu/workshop/2015/talks/sagan_gaudi_2015_2.pdf) 
* [Introduction to Data Science by Rafael A. Irizarry](https://rafalab.github.io/dsbook/) 
Data Analysis and Prediction Algorithms with R but also friendly to Python user.
* [Formation of planets by gravitational instability](http://isdc.unige.ch/sf2015/lectures/kley/kley_lect07.pdf)

## 5. Tools
* free grammer checker
 * [1checker](http://www.1checker.com/Home/Index)
 * [ginger](https://www.gingersoftware.com/)
* [《Markdown for Jupyter notebooks cheatsheet》by Inge Halilovic](https://dataplatform.cloud.ibm.com/docs/content/wsj/analyze-data/markd-jupyter.html?linkInPage=true) 
* [create and run a slideshow using Jupyter-notebook](https://rise.readthedocs.io/en/maint-5.5/usage.html#creating-a-slideshow)
 how to use RISE to create and run a slideshow. 
 Tutorial Video: https://www.youtube.com/watch?v=sXyFa_r1nxA&feature=youtu.be
* [Supercharging Jupyter Notebooks](https://towardsdatascience.com/supercharging-jupyter-notebooks-e22f5ad7ca18) 
Jupyter Notebook add-ons/extensions and a few jupyter commands that will enhance your Jupyter Notebooks and increase your productivity.
* [Mathpix: take screenshots of math equations and paste the extracted Latex](https://mathpix.com/)
* [Optimizing Jupyter Notebook: Tips, Tricks, and nbextensions](https://towardsdatascience.com/optimizing-jupyter-notebook-tips-tricks-and-nbextensions-26d75d502663) 
Shortcuts\Magic Commands\nbextensions\Jupyter Notebook Theme
* [Astronomy Constant ](http://qxyang.lamost.org/uploads/science/astro_constants.pdf)

## 6. Template
* [AAS LATEX template](https://journals.aas.org/aastex-package-for-manuscript-preparation/) 
## 7. Website
* [Astrobetter:Tips and Tricks for Professional Astronomers](https://www.astrobetter.com/archives/)
	* [presentation skills](http://www.astrobetter.com/wiki/Presentation+Skills)
## 8. Guide for academic life:
* [The Definitive ‘what do I ask/look for’ in a PhD Advisor Guide](https://www.cs.columbia.edu/wp-content/uploads/2019/03/Get-Advisor.pdf)
* [Possible (Astronomy) PhD(/Postdoc) interview questions
](https://docs.google.com/document/d/1FAWHxGJcDSvh78aJf7yEnnIlwmLHMG9jjLB-nE1CLmA/edit?usp=sharing)
* [Science's Working Life column (range of different stories and perspectives on scientific careers)](https://www.sciencemag.org/careers-career-article-genre/working-life)
* [Nature's Career Column (similar to above)](https://www.nature.com/nature/articles?type=career-column)
	* A recent article from the Working Life column mentioned above: [Science_WorkingLife_AdviceForGradSchool.pdf](https://canvas.uchicago.edu/courses/29402/files/3963396/download?wrap=1)
	* A recent article from the Career Column mentioned above:
[Why comparing yourself to other graduate students is counter-productive](https://www.nature.com/articles/d41586-020-03040-7?WT.ec_id=NATURE-20201112&utm_source=nature_etoc&utm_medium=email&utm_campaign=20201112&sap-outbound-id=15414BC8973276DF4AA37605A21BEBC5213B7F55)

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