Reorganized a few things. Added "future Googler" files.

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John Washam
2016-06-06 17:52:25 -07:00
parent 7e8fb4dd65
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3 changed files with 769 additions and 73 deletions

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##########################################################################################
## How to read this
##########################################################################################
Everything below is an outline, and you should tackle the items in order from top to bottom.
I put an asterisk * at the beginning of a line when I'm done with it. When all sub-items are done,
I put a * at the top level, meaning the entire block is done. Sorry you have to remove all my *
to use this the same way. If you search/replace, there are a couple of places to look out for.
##########################################################################################
## Interview Prep:
##########################################################################################
* - Videos:
* - https://www.youtube.com/watch?v=oWbUtlUhwa8&feature=youtu.be
* - https://www.youtube.com/watch?v=qc1owf2-220&feature=youtu.be
Articles:
- http://dondodge.typepad.com/the_next_big_thing/2010/09/how-to-get-a-job-at-google-interview-questions-hiring-process.html
- http://steve-yegge.blogspot.com/2008/03/get-that-job-at-google.html
- http://sites.google.com/site/steveyegge2/five-essential-phone-screen-questions
- http://www.google.com/about/careers/lifeatgoogle/hiringprocess/
Additional (not suggested by Google but I added):
- https://courses.csail.mit.edu/iap/interview/materials.php
- http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/
- https://www.youtube.com/watch?v=rEJzOhC5ZtQ&feature=youtu.be
- https://www.youtube.com/watch?v=aClxtDcdpsQ&feature=youtu.be
- https://www.youtube.com/watch?v=2cf9xo1S134&feature=youtu.be
- https://www.youtube.com/watch?v=YJZCUhxNCv8
* - https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4
* - https://medium.com/always-be-coding/four-steps-to-google-without-a-degree-8f381aa6bd5e#.asalo1vfx
* - https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1
########################################################################################## ##########################################################################################
## Knowledge: ## Knowledge:
########################################################################################## ##########################################################################################
I put a * at the beginning of a line when I'm done with it. When all sub-items are done, I put a * the top level, You need to know C, C++, or Java to do the coding part of the interview.
meaning the entire block is done. They will sometimes make an exception and let you use Python or some other language, but the language
must be mainstream and allow you write your code low-level enough to solve the problems.
You'll see some C, C++ learning included below.
There are a few books involved, see the bottom
* - how computers process a program: * - how computers process a program:
* - https://www.youtube.com/watch?v=42KTvGYQYnA * - https://www.youtube.com/watch?v=42KTvGYQYnA
@ -40,7 +79,7 @@ meaning the entire block is done.
- Google uses clang-format (Google setting) - Google uses clang-format (Google setting)
- C++ Core Guidelines: http://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines - C++ Core Guidelines: http://isocpp.github.io/CppCoreGuidelines/CppCoreGuidelines
* - Efficiency with Algorithms, Performance with Data Structures: https://youtu.be/fHNmRkzxHWs * - Efficiency with Algorithms, Performance with Data Structures: https://youtu.be/fHNmRkzxHWs
- review: https://www.youtube.com/watch?v=Rub-JsjMhWY - review of C++ concepts: https://www.youtube.com/watch?v=Rub-JsjMhWY
* - compilers: * - compilers:
* - https://class.coursera.org/compilers-004/lecture/1 * - https://class.coursera.org/compilers-004/lecture/1
@ -53,11 +92,11 @@ meaning the entire block is done.
The Gauntlet: The Gauntlet:
Each day I take one subject from the list below, watch videos about that subject, and write an implementation in: Each day I take one subject from the list below, watch videos about that subject, and write an implementation in:
C C - using structs and functions that take a struct * and something else as args.
C++ - without using built-in types C++ - without using built-in types
C++ - using built-in types, like STL's std::list for a linked list C++ - using built-in types, like STL's std::list for a linked list
Python - without using built-in types Python - without using built-in types
and write tests to ensure I'm doing it right and write tests to ensure I'm doing it right, keep it simple with just assert() statements
Each subject does not require a whole day to be able to understand it fully. Each subject does not require a whole day to be able to understand it fully.
Why code in all of these? Why code in all of these?
Practice, practice, practice, until I'm sick of it, and can do it with no problem (some have many edge cases and bookkeeping details to remember) Practice, practice, practice, until I'm sick of it, and can do it with no problem (some have many edge cases and bookkeeping details to remember)
@ -67,19 +106,24 @@ Why code in all of these?
---------------------------------------------------------------- ----------------------------------------------------------------
arrays arrays
- No need to spend a day on this. No need to spend a whole day on this.
* - Description:
- https://www.coursera.org/learn/data-structures/lecture/OsBSF/arrays
- https://www.coursera.org/learn/data-structures/lecture/EwbnV/dynamic-arrays
- Implement: - Implement:
- raw data array with allocated memory - Practice coding using arrays and pointers, and pointer math to jump to an index instead of using indexing.
* - new raw data array with allocated memory (can allocate int array under the hood, just not use its features)
* - size() - number of items
* - capacity() - number of items it can hold
* - is_empty()
- at(index) - returns item at given index - at(index) - returns item at given index
- cannot append or move if full - will not tackle allocating and copying to new memory
- append(item) - append(item)
- insert(index, item) - insert(index, item)
- prepend(item) - can use insert above at index 0 - prepend(item) - can use insert above at index 0
- delete(index) - delete(index)
- remove(item) - remove(item)
- find(item) - find(item)
- Nothing to implement, but practice coding using arrays and pointers, and pointer math to jump to an index instead of using indexing.
- https://www.coursera.org/learn/data-structures/lecture/OsBSF/arrays
- https://www.coursera.org/learn/data-structures/lecture/EwbnV/dynamic-arrays
- Time - Time
- O(1) to add/remove at end (amortized for allocations for more space), index, or update - O(1) to add/remove at end (amortized for allocations for more space), index, or update
- O(n) to insert/remove elsewhere - O(n) to insert/remove elsewhere
@ -254,6 +298,10 @@ System design:
Performance analysis and optimization Performance analysis and optimization
Testing Testing
-------------------------------------------------------------------
Extras that can't hurt:
Information theory: Information theory:
- Markov processes: - Markov processes:
- https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/waxgx/core-markov-text-generation - https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/waxgx/core-markov-text-generation
@ -279,26 +327,11 @@ Machine Learning:
--- ---
When you have time: Be thinking of:
C++ Talks at CPPCon:
- https://www.youtube.com/watch?v=hEx5DNLWGgA&index=2&list=PLHTh1InhhwT75gykhs7pqcR_uSiG601oh
Compilers:
- https://class.coursera.org/compilers-004/lecture
Computer and processor architecture:
- https://class.coursera.org/comparch-003/lecture
Long series of C++ videos:
- https://www.youtube.com/playlist?list=PLfVsf4Bjg79Cu5MYkyJ-u4SyQmMhFeC1C
---
Biggest challenges faced Biggest challenges faced
Best/worst designs seen Best/worst designs seen
Ideas for improving existing products Ideas for improving existing products
- my search idea (optimal result exhaustion and refresh)
########################################################################################## ##########################################################################################
## Videos: ## Videos:
@ -362,65 +395,42 @@ Continuous Pipelines at Google
AddressSanitizer: A Fast Address Sanity Checker AddressSanitizer: A Fast Address Sanity Checker
- http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37752.pdf - http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37752.pdf
##########################################################################################
## Interview Prep:
##########################################################################################
Videos:
- https://www.youtube.com/watch?v=oWbUtlUhwa8&feature=youtu.be
- https://www.youtube.com/watch?v=qc1owf2-220&feature=youtu.be
Articles:
- http://dondodge.typepad.com/the_next_big_thing/2010/09/how-to-get-a-job-at-google-interview-questions-hiring-process.html
- http://steve-yegge.blogspot.com/2008/03/get-that-job-at-google.html
- http://sites.google.com/site/steveyegge2/five-essential-phone-screen-questions
- http://www.google.com/about/careers/lifeatgoogle/hiringprocess/
Additional:
- https://courses.csail.mit.edu/iap/interview/materials.php
- http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/
- https://www.youtube.com/watch?v=rEJzOhC5ZtQ&feature=youtu.be
- https://www.youtube.com/watch?v=aClxtDcdpsQ&feature=youtu.be
- https://www.youtube.com/watch?v=2cf9xo1S134&feature=youtu.be
########################################################################################## ##########################################################################################
## Books: ## Books:
########################################################################################## ##########################################################################################
%%%%% Mentioned in Coaching %%%%%%%%%%%%%%% Mentioned in Coaching:
The Algorithm Design Manual The Algorithm Design Manual
http://sist.sysu.edu.cn/~isslxm/DSA/textbook/Skiena.-.TheAlgorithmDesignManual.pdf http://www.amazon.com/Algorithm-Design-Manual-Steven-Skiena/dp/1849967202
Algorithms and Programming: Problems and Solutions: Algorithms and Programming: Problems and Solutions:
http://www.amazon.com/Algorithms-Programming-Solutions-Alexander-Shen/dp/0817638474 http://www.amazon.com/Algorithms-Programming-Solutions-Alexander-Shen/dp/0817638474
Read first: Read first:
Programming Interviews Exposed: Secrets to Landing Your Next Job, 2nd Edition: Programming Interviews Exposed: Secrets to Landing Your Next Job, 2nd Edition:
http://www.wiley.com/WileyCDA/WileyTitle/productCd-047012167X.html http://www.wiley.com/WileyCDA/WileyTitle/productCd-047012167X.html
Read second: Read second:
Cracking the Coding Interview, Fourth Edition: Cracking the Coding Interview, Fourth Edition:
http://www.amazon.com/Cracking-Coding-Interview-Fourth-Edition/dp/145157827X - http://www.amazon.com/Cracking-Coding-Interview-6th-Programming/dp/0984782850/
%%%%% Additional %%%%%%%%%%%%%%% Additional (not suggested by Google but I added):
Programming Pearls: * - C Programming Language, Vol 2
- http://www.wou.edu/~jcm/Spring-P-2015/Programming%20Pearls%20(2nd%20Ed)%20Bentley.pdf
The Google Resume: * - C++ Primer Plus, 6th Edition
- https://www.uop.edu.jo/download/research/members/495_1887_llll.pdf
* - C Programming Language, Vol 2 Programming Pearls:
- http://www.amazon.com/Programming-Pearls-2nd-Jon-Bentley/dp/0201657880
* - C++ Primer Plus If you see people reference "The Google Resume", it was replaced by "Cracking the Coding Interview".
Clean Code Clean Code
Code Complete Code Complete
Introduction to Algorithms Introduction to Algorithms
########################################################################################## ##########################################################################################
## Coding exercises/challenges: ## Coding exercises/challenges:
@ -430,15 +440,32 @@ Recommended: LeetCode: https://leetcode.com/
HackerRank: https://www.hackerrank.com/ HackerRank: https://www.hackerrank.com/
Codility: https://codility.com/programmers/ Codility: https://codility.com/programmers/
Proect Euler: https://projecteuler.net/index.php?section=problems Project Euler: https://projecteuler.net/index.php?section=problems
InterviewCake: https://www.interviewcake.com/ InterviewCake: https://www.interviewcake.com/
InterviewBit: https://www.interviewbit.com/invite/icjf InterviewBit: https://www.interviewbit.com/invite/icjf
########################################################################################## ##########################################################################################
## Code: ## Code References:
########################################################################################## ##########################################################################################
https://github.com/lekkas/c-algorithms For review questions in C book:
https://github.com/lekkas/c-algorithms
##########################################################################################
## Once you've got the job (this is mainly for me):
##########################################################################################
C++ Talks at CPPCon:
- https://www.youtube.com/watch?v=hEx5DNLWGgA&index=2&list=PLHTh1InhhwT75gykhs7pqcR_uSiG601oh
Compilers:
- https://class.coursera.org/compilers-004/lecture
Computer and processor architecture:
- https://class.coursera.org/comparch-003/lecture
Long series of C++ videos:
- https://www.youtube.com/playlist?list=PLfVsf4Bjg79Cu5MYkyJ-u4SyQmMhFeC1C
########################################################################################## ##########################################################################################
## Done. ## ## Done. ##