https://github.com/ocean1/awesome-thesis

A curated list of practical tips and tricks to help you achieve an awesome CS master thesis [WIP] - contributions are welcome

Awesome Thesis

A curated list of practical tips and tricks to help you achieve an awesome CS master thesis.

☆=(ゝ･ω･)/

Contents

• Searching and Gathering information
  • Searching techniques
  • Searching through academic material
• Workflows&Tools
  • File Versioning
  • File Sharing
  • Bibliography Management
  • Backups
• Artifacts
  • Code
  • Data
  • Designing a dataset
  • Information Gathering
• Experiments
  • Designing experiments
  • Running experiments
  • Benchmarking
• Writing
  • Scientific writing
  • Spell-check
  • Latex
  • Graphics
  • Books
• Defending your thesis
  • Slide-deck
  • Presentation
• Mental health
• Contribute

Searching and Gathering information

Searching for information can be a daunting task.

Searching techniques

• google dorks - dorking, is a powerful technique to query search engines
• +Fravia's search lores - information is outdated, but still a valuable resource for searchers to understand the web

Searching through academic material

• Google scholar - your first place to go when looking for papers and patents Stand on the shoulders of giants
• How to read a paper - powerful tips to understand papers, and save time.

Workflows&Tools

Keep notes during meetings, and keep files organized and shareable.

• Effective Meeting Minutes
• Trello - A web-based kanban-like project management application.
• mindmaps

File Versioning

• The Git Book - the git book
• Github Cheat Sheet - A list of cool features of Git and GitHub

File Sharing

• Dropbox
• Google Drive
• Owncloud

Bibliography Management

• Zotero
• Mendeley
• JabRef
• Papis - A Python based command line manager

Backups

Artifacts

With great artifacts comes a great thesis, put a readme in every directory, and keep it tidy and understandable to others!

Code

Keeping code consistent, and experiments replayable might be of help to your advisors to crack problems with you

• coding conventions - keep your code consistent and readable
• documentation - document where you can :)
  • how to document your code responsibly -

Data

Designing a dataset

• Design ML datasets

Information Gathering

• Beginner guide with Beautiful SOUP
• Scraping techniques

Experiments

Don't wait for your advisor to tell you your next step, be proactive! :)

Designing experiments

Running experiments

• AWS - you can use an amazon micro instance for free for 1 year ;)

Benchmarking

Running benchmarks is a delicate part of your thesis, these resources will help you

• Benchmarking Crimes - This paper explores mistakes in benchmarking

Writing

• Harvard College Writing Center Writing Resources

Scientific writing

• PrettyWrite - Practical Thesis-writing Guidelines for Master Students
• How to write a research paper - these awesome tips also apply to your thesis

Spell-check

• Chrisper
• Academic Writing Check
• aspell
• Grammarly

Latex

• Latex
• CS PhD dissertation latex template
• Latex Tutorial

Graphics

• Tikz
• draw.io - When Tikz doesn't work out, draw.io might save you

Books

• BUGS in Writing - debug your writing skills

Defending your thesis

• The best thesis defense is a good thesis offense
• How to give a talk
• How to prepare a talk

Slide-deck

• How to avoid death by PowerPoint
• Life after death by PowerPoint

Presentation

Almost there! がんばって!

• Presentation Advices

Mental health

Student mental health resources.

• Awesome mental health - curated list of resources

Contribute

Contributions welcome! Read the contribution guidelines first.