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Miscellaneous Resources

Data Visualization & Diagramming

Maths

Reading Lists

  • Deep Learning Papers Reading Roadmap [Github Repo]
  • Reading lists for new MILA students [Doc]
  • Machine Learning at Berkeley reading list [Site]
  • Machine Learning and Deep Learning References by Joseph Paul Cohen [Link]

Contest Programming

Books

Overview of Books or Book Chapters

Job Interview Preparation

  • Coding Interview University by John Washam [Github Repo]
  • Introduction to Machine Learning Interviews Book by Chip Huyen | [Web Version] [Github Repo]
  • Deep Learning Interviews by Shlomo Kashani | [arXiv] | [GitHub] | [Official Website]
  • Tech Interview Handbook [Site] [GitHub Repo]
  • Front End Interview Handbook [Site] [GitHub Repo]
  • Must Do Coding Questions for Companies like Amazon, Microsoft, Adobe, … [Link]
  • How to get a top job after graduation by Seeam Shahid Noor [Link]
    • Resources and instructions are based on the journey from getting an internship + full-time job at IBM’s Chief Analytics Office (& other companies) for strategy consulting, data science, & product management roles.
  • Amazon ও Google এ চাকরির সুযোগ পাওয়ার প্রস্তুতি পর্ব by Sabir Ismail [Github Repo]
  • My Interview Experience with Shopee / Garena / Sea Group by Mohammad Samiul Islam [Link]
    • Notes on different topics [Link]
  • (Bangla) Moving from Bangladesh to abroad: My preparation & interview experiences by Foyzul Karim | [Youtube Playlist]

Resume & Cover Letter

Blogs

Cheatsheet

Implementations

Online Courses & Lectures

Linux

Paper Writing

About

Miscellaneous Resources

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