From a42d48f6ffc0d82a10d52feedab81b681fe1b8ae Mon Sep 17 00:00:00 2001 From: John Washam Date: Mon, 27 Feb 2017 12:17:55 -0800 Subject: [PATCH] Finalized rename. --- README.md | 238 +++++------ extras/future-googler-preview.png | Bin 14374 -> 0 bytes extras/future-googler.pdf | 669 ------------------------------ 3 files changed, 103 insertions(+), 804 deletions(-) delete mode 100644 extras/future-googler-preview.png delete mode 100644 extras/future-googler.pdf diff --git a/README.md b/README.md index 8cc6066..11f134b 100644 --- a/README.md +++ b/README.md @@ -1,28 +1,29 @@ -# Google Interview University +# Coding Interview University ->**I originally created this as a short to-do list of study topics, but it grew to the large list you see today. Working at -Google was the original motivator, hence the name. [I didn't get an interview at Google](https://googleyasheck.com/i-didnt-get-hired-heres-why/), -but the repo name lives on, and it would mess up a lot of folks to change it now. The items listed here will prepare you -for a career at just about any software company, including the giants: Amazon, Microsoft, Google, and Facebook.** +>**I originally created this as a short to-do list of study topics for becoming a software engineer, but it grew to the large list you see today. +The items listed here will prepare you well for in an interview at just about any software company, including the giants: Amazon, Facebook, Google or Microsoft.** > > *Best of luck to you!* Translations: - [中文版本](translations/README-cn.md) - translations in progress: - - [Español](https://github.com/jwasham/google-interview-university/issues/80) - - [हिन्दी](https://github.com/jwasham/google-interview-university/issues/81) - - [עברית](https://github.com/jwasham/google-interview-university/issues/82) - - [Bahasa Indonesia](https://github.com/jwasham/google-interview-university/issues/101) - - [Arabic](https://github.com/jwasham/google-interview-university/issues/98) - - [Vietnamese](https://github.com/jwasham/google-interview-university/issues/92) - - [Turkish](https://github.com/jwasham/google-interview-university/issues/90) - - [French](https://github.com/jwasham/google-interview-university/issues/89) - - [Russian](https://github.com/jwasham/google-interview-university/issues/87) - - [Ukrainian](https://github.com/jwasham/google-interview-university/issues/106) - - [Brazilian Portuguese](https://github.com/jwasham/google-interview-university/issues/113) - - [Korean](https://github.com/jwasham/google-interview-university/issues/118) - - [Polish](https://github.com/jwasham/google-interview-university/issues/122) + - [Español](https://github.com/jwasham/coding-interview-university/issues/80) + - [हिन्दी](https://github.com/jwasham/coding-interview-university/issues/81) + - [עברית](https://github.com/jwasham/coding-interview-university/issues/82) + - [Bahasa Indonesia](https://github.com/jwasham/coding-interview-university/issues/101) + - [Arabic](https://github.com/jwasham/coding-interview-university/issues/98) + - [Vietnamese](https://github.com/jwasham/coding-interview-university/issues/92) + - [Turkish](https://github.com/jwasham/coding-interview-university/issues/90) + - [French](https://github.com/jwasham/coding-interview-university/issues/89) + - [Russian](https://github.com/jwasham/coding-interview-university/issues/87) + - [Ukrainian](https://github.com/jwasham/coding-interview-university/issues/106) + - [Brazilian Portuguese](https://github.com/jwasham/coding-interview-university/issues/113) + - [Korean](https://github.com/jwasham/coding-interview-university/issues/118) + - [Telugu](https://github.com/jwasham/coding-interview-university/issues/117) + - [Polish](https://github.com/jwasham/coding-interview-university/issues/122) + - [German](https://github.com/jwasham/coding-interview-university/issues/135) + - [Urdu](https://github.com/jwasham/coding-interview-university/issues/140) ## What is it? @@ -30,21 +31,12 @@ This is my multi-month study plan for going from web developer (self-taught, no ![Coding at the whiteboard - from HBO's Silicon Valley](https://dng5l3qzreal6.cloudfront.net/2016/Aug/coding_board_small-1470866369118.jpg) -You'll see a lot of Google-related items, but I've tried to generalize the list to make it useful for everyone. - -This list was extracted and expanded from Google's coaching notes, so these are the things you need to know. -There are extra items I added at the bottom that may come up in the interview or be helpful in solving a problem. Many items are from -Steve Yegge's "[Get that job at Google](http://steve-yegge.blogspot.com/2008/03/get-that-job-at-google.html)" and are reflected -sometimes word-for-word in Google's coaching notes. - -I've pared down what you need to know from what Yegge recommends. I've altered Yegge's requirements -from information received from a contact at Google. This is meant for **new software engineers** or those switching from +This is meant for **new software engineers** or those switching from software/web development to software engineering (where computer science knowledge is required). If you have many years of experience and are claiming many years of software engineering experience, expect a harder interview. -[Read more here](https://googleyasheck.com/what-you-need-to-know-for-your-google-interview-and-what-you-dont/). If you have many years of software/web development experience, note that large software companies like Google, Amazon, -Facebook and Microsoft software engineering as different from software/web development, and they require computer science knowledge. +Facebook and Microsoft view software engineering as different from software/web development, and they require computer science knowledge. If you want to be a reliability engineer or systems engineer, study more from the optional list (networking, security). @@ -106,6 +98,11 @@ If you want to be a reliability engineer or systems engineer, study more from th - [Scheduling](#scheduling) - [Implement system routines](#implement-system-routines) - [String searching & manipulations](#string-searching--manipulations) + - [Tries](#tries) + - [Floating Point Numbers](#floating-point-numbers) + - [Unicode](#unicode) + - [Endianness](#endianness) +- [Networking](#networking) - [System Design, Scalability, Data Handling](#system-design-scalability-data-handling) (if you have 4+ years experience) - [Final Review](#final-review) - [Coding Question Practice](#coding-question-practice) @@ -121,9 +118,6 @@ If you want to be a reliability engineer or systems engineer, study more from th - [Additional Books](#additional-books) - [Additional Learning](#additional-learning) - [Compilers](#compilers) - - [Floating Point Numbers](#floating-point-numbers) - - [Unicode](#unicode) - - [Endianness](#endianness) - [Emacs and vi(m)](#emacs-and-vim) - [Unix command line tools](#unix-command-line-tools) - [Information theory](#information-theory) @@ -131,18 +125,17 @@ If you want to be a reliability engineer or systems engineer, study more from th - [Entropy](#entropy) - [Cryptography](#cryptography) - [Compression](#compression) - - [Networking](#networking) (if you have networking experience or want to be a systems engineer, expect questions) - [Computer Security](#computer-security) - [Garbage collection](#garbage-collection) - [Parallel Programming](#parallel-programming) - [Messaging, Serialization, and Queueing Systems](#messaging-serialization-and-queueing-systems) + - [A*](#a) - [Fast Fourier Transform](#fast-fourier-transform) - [Bloom Filter](#bloom-filter) - [HyperLogLog](#hyperloglog) - [Locality-Sensitive Hashing](#locality-sensitive-hashing) - [van Emde Boas Trees](#van-emde-boas-trees) - [Augmented Data Structures](#augmented-data-structures) - - [Tries](#tries) - [N-ary (K-ary, M-ary) trees](#n-ary-k-ary-m-ary-trees) - [Balanced search trees](#balanced-search-trees) - AVL trees @@ -162,7 +155,6 @@ If you want to be a reliability engineer or systems engineer, study more from th - [Geometry, Convex hull](#geometry-convex-hull) - [Discrete math](#discrete-math) - [Machine Learning](#machine-learning) - - [Go](#go) - [Additional Detail on Some Subjects](#additional-detail-on-some-subjects) - [Video Series](#video-series) - [Computer Science Courses](#computer-science-courses) @@ -193,7 +185,7 @@ I'm using Github's special markdown flavor, including tasks lists to check progr `git checkout -b progress` -`git remote add jwasham https://github.com/jwasham/google-interview-university` +`git remote add jwasham https://github.com/jwasham/coding-interview-university` `git fetch --all` @@ -232,7 +224,7 @@ Sometimes the classes are not in session so you have to wait a couple of months, - [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ) - [ ] [Cracking the Coding Interview with Author Gayle Laakmann McDowell (video)](https://www.youtube.com/watch?v=aClxtDcdpsQ) - [ ] How to Get a Job at the Big 4: - - [ ] ['How to Get a Job at the Big 4 - Amazon, Facebook, Google & Microsoft' (video)](https://www.youtube.com/watch?v=YJZCUhxNCv8) + - [ ] [How to Get a Job at the Big 4 - Amazon, Facebook, Google & Microsoft (video)](https://www.youtube.com/watch?v=YJZCUhxNCv8) - [ ] Prep Course: - [ ] [Software Engineer Interview Unleashed (paid course)](https://www.udemy.com/software-engineer-interview-unleashed): @@ -269,18 +261,15 @@ This is a shorter list than what I used. This is abbreviated to save you time. - [ ] [Programming Interviews Exposed: Secrets to Landing Your Next Job, 2nd Edition](http://www.wiley.com/WileyCDA/WileyTitle/productCd-047012167X.html) - answers in C++ and Java - - recommended in Google candidate coaching - this is a good warm-up for Cracking the Coding Interview - not too difficult, most problems may be easier than what you'll see in an interview (from what I've read) - [ ] [Cracking the Coding Interview, 6th Edition](http://www.amazon.com/Cracking-Coding-Interview-6th-Programming/dp/0984782850/) - answers in Java - - recommended on the [Google Careers site](https://www.google.com/about/careers/how-we-hire/interview/) If you have tons of extra time: -- [ ] [Elements of Programming Interviews](https://www.amazon.com/Elements-Programming-Interviews-Insiders-Guide/dp/1479274836) - - all code is in C++, very good if you're looking to use C++ in your interview - - a good book on problem solving in general. +- [ ] [Elements of Programming Interviews (C++ version)](https://www.amazon.com/Elements-Programming-Interviews-Insiders-Guide/dp/1479274836) +- [ ] [Elements of Programming Interviews (Java version)](https://www.amazon.com/Elements-Programming-Interviews-Java-Insiders/dp/1517435803/) ### Computer Architecture @@ -366,12 +355,6 @@ OR: - algorithm catalog: - this is the real reason you buy this book. - about to get to this part. Will update here once I've made my way through it. - - To quote Yegge: "More than any other book it helped me understand just how astonishingly commonplace - (and important) graph problems are – they should be part of every working programmer's toolkit. The book also - covers basic data structures and sorting algorithms, which is a nice bonus. But the gold mine is the second half - of the book, which is a sort of encyclopedia of 1-pagers on zillions of useful problems and various ways to solve - them, without too much detail. Almost every 1-pager has a simple picture, making it easy to remember. This is a - great way to learn how to identify hundreds of problem types." - Can rent it on kindle - Half.com is a great resource for textbooks at good prices. - Answers: @@ -381,7 +364,6 @@ OR: - [ ] [Introduction to Algorithms](https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844) - **Important:** Reading this book will only have limited value. This book is a great review of algorithms and data structures, but won't teach you how to write good code. You have to be able to code a decent solution efficiently. - - To quote Yegge: "But if you want to come into your interviews *prepped*, then consider deferring your application until you've made your way through that book." - Half.com is a great resource for textbooks at good prices. - aka CLR, sometimes CLRS, because Stein was late to the game @@ -407,7 +389,7 @@ through my notes and making flashcards so I could review. Read please so you won't make my mistakes: -[Retaining Computer Science Knowledge](https://googleyasheck.com/retaining-computer-science-knowledge/) +[Retaining Computer Science Knowledge](https://startupnextdoor.com/retaining-computer-science-knowledge/) ### 2. Use Flashcards @@ -445,8 +427,7 @@ There are a lot of distractions that can take up valuable time. Focus and concen ## What you won't see covered -This big list all started as a personal to-do list made from Google interview coaching notes. These are prevalent -technologies but were not mentioned in those notes: +These are prevalent technologies but not part of this study plan: - SQL - Javascript @@ -656,7 +637,7 @@ Write code on a whiteboard or paper, not a computer. Test with some sample input - binary search using recursion - ### Bitwise operations - - [ ] [Bits cheat sheet](https://github.com/jwasham/google-interview-university/blob/master/extras/cheat%20sheets/bits-cheat-cheet.pdf) - you should know many of the powers of 2 from (2^1 to 2^16 and 2^32) + - [ ] [Bits cheat sheet](https://github.com/jwasham/coding-interview-university/blob/master/extras/cheat%20sheets/bits-cheat-cheet.pdf) - you should know many of the powers of 2 from (2^1 to 2^16 and 2^32) - [ ] Get a really good understanding of manipulating bits with: &, |, ^, ~, >>, << - [ ] [words](https://en.wikipedia.org/wiki/Word_(computer_architecture)) - [ ] Good intro: @@ -843,11 +824,12 @@ If you need more detail on this subject, see "Sorting" section in [Additional De Graphs can be used to represent many problems in computer science, so this section is long, like trees and sorting were. -- Notes from Yegge: - - There are three basic ways to represent a graph in memory: +- Notes: + - There are 4 basic ways to represent a graph in memory: - objects and pointers - - matrix + - adjacency matrix - adjacency list + - adjacency map - Familiarize yourself with each representation and its pros & cons - BFS and DFS - know their computational complexity, their tradeoffs, and how to implement them in real code - When asked a question, look for a graph-based solution first, then move on if none. @@ -878,13 +860,6 @@ Graphs can be used to represent many problems in computer science, so this secti - Full Coursera Course: - [ ] [Algorithms on Graphs (video)](https://www.coursera.org/learn/algorithms-on-graphs/home/welcome) -- Yegge: If you get a chance, try to study up on fancier algorithms: - - [ ] Dijkstra's algorithm - see above - 6.006 - - [ ] A* - - [ ] [A Search Algorithm](https://en.wikipedia.org/wiki/A*_search_algorithm) - - [ ] [A* Pathfinding Tutorial (video)](https://www.youtube.com/watch?v=KNXfSOx4eEE) - - [ ] [A* Pathfinding (E01: algorithm explanation) (video)](https://www.youtube.com/watch?v=-L-WgKMFuhE) - - I'll implement: - [ ] DFS with adjacency list (recursive) - [ ] DFS with adjacency list (iterative with stack) @@ -917,7 +892,6 @@ You'll get more graph practice in Skiena's book (see Books section below) and th - [ ] [Tail Recursion (video)](https://www.youtube.com/watch?v=L1jjXGfxozc) - ### Dynamic Programming - - **NOTE:** DP is a valuable technique, but it is not mentioned on any of the prep material Google provides. But you could get a problem where DP provides an optimal solution. So I'm including it. - This subject can be pretty difficult, as each DP soluble problem must be defined as a recursion relation, and coming up with it can be tricky. - I suggest looking at many examples of DP problems until you have a solid understanding of the pattern involved. - [ ] Videos: @@ -1069,11 +1043,10 @@ You'll get more graph practice in Skiena's book (see Books section below) and th - [ ] [Mutex in Python](https://www.youtube.com/watch?v=0zaPs8OtyKY) - ### Papers - - These are Google papers and well-known papers. - Reading all from end to end with full comprehension will likely take more time than you have. I recommend being selective on papers and their sections. + - [Love classic papers?](https://www.cs.cmu.edu/~crary/819-f09/) - [ ] [1978: Communicating Sequential Processes](http://spinroot.com/courses/summer/Papers/hoare_1978.pdf) - [implemented in Go](https://godoc.org/github.com/thomas11/csp) - - [Love classic papers?](https://www.cs.cmu.edu/~crary/819-f09/) - [ ] [2003: The Google File System](http://static.googleusercontent.com/media/research.google.com/en//archive/gfs-sosp2003.pdf) - replaced by Colossus in 2012 - [ ] [2004: MapReduce: Simplified Data Processing on Large Clusters]( http://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf) @@ -1081,7 +1054,9 @@ You'll get more graph practice in Skiena's book (see Books section below) and th - [ ] [2006: Bigtable: A Distributed Storage System for Structured Data](https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf) - [An Inside Look at Google BigQuery](https://cloud.google.com/files/BigQueryTechnicalWP.pdf) - [ ] [2006: The Chubby Lock Service for Loosely-Coupled Distributed Systems](https://research.google.com/archive/chubby-osdi06.pdf) - - [ ] [2007: What Every Programmer Should Know About Memory (very long, and the author encourages skipping of some sections)](https://www.akkadia.org/drepper/cpumemory.pdf) + - [ ] [2007: Dynamo: Amazon’s Highly Available Key-value Store](https://www.akkadia.org/drepper/cpumemory.pdf) + - The Dynamo paper kicked off the NoSQL revolution + - [ ] [2007: What Every Programmer Should Know About Memory (very long, and the author encourages skipping of some sections)](http://s3.amazonaws.com/AllThingsDistributed/sosp/amazon-dynamo-sosp2007.pdf) - [ ] [2010: Dapper, a Large-Scale Distributed Systems Tracing Infrastructure](https://research.google.com/pubs/archive/36356.pdf) - [ ] [2010: Dremel: Interactive Analysis of Web-Scale Datasets](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/36632.pdf) - [ ] [2012: Google's Colossus](https://www.wired.com/2012/07/google-colossus/) @@ -1138,14 +1113,62 @@ You'll get more graph practice in Skiena's book (see Books section below) and th If you need more detail on this subject, see "String Matching" section in [Additional Detail on Some Subjects](#additional-detail-on-some-subjects) ---- +- ### Tries + - Note there are different kinds of tries. Some have prefixes, some don't, and some use string instead of bits + to track the path. + - I read through code, but will not implement. + - [ ] [Sedgewick - Tries (3 videos)](https://www.youtube.com/playlist?list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ) + - [ ] [1. R Way Tries](https://www.youtube.com/watch?v=buq2bn8x3Vo&index=3&list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ) + - [ ] [2. Ternary Search Tries](https://www.youtube.com/watch?v=LelV-kkYMIg&index=2&list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ) + - [ ] [3. Character Based Operations](https://www.youtube.com/watch?v=00YaFPcC65g&list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ&index=1) + - [ ] [Notes on Data Structures and Programming Techniques](http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#Tries) + - [ ] Short course videos: + - [ ] [Introduction To Tries (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/08Xyf/core-introduction-to-tries) + - [ ] [Performance Of Tries (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/PvlZW/core-performance-of-tries) + - [ ] [Implementing A Trie (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/DFvd3/core-implementing-a-trie) + - [ ] [The Trie: A Neglected Data Structure](https://www.toptal.com/java/the-trie-a-neglected-data-structure) + - [ ] [TopCoder - Using Tries](https://www.topcoder.com/community/data-science/data-science-tutorials/using-tries/) + - [ ] [Stanford Lecture (real world use case) (video)](https://www.youtube.com/watch?v=TJ8SkcUSdbU) + - [ ] [MIT, Advanced Data Structures, Strings (can get pretty obscure about halfway through)](https://www.youtube.com/watch?v=NinWEPPrkDQ&index=16&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf) + +- ### Floating Point Numbers + - [ ] simple 8-bit: [Representation of Floating Point Numbers - 1 (video - there is an error in calculations - see video description)](https://www.youtube.com/watch?v=ji3SfClm8TU) + - [ ] 32 bit: [IEEE754 32-bit floating point binary (video)](https://www.youtube.com/watch?v=50ZYcZebIec) + +- ### Unicode + - [ ] [The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets]( http://www.joelonsoftware.com/articles/Unicode.html) + - [ ] [What Every Programmer Absolutely, Positively Needs To Know About Encodings And Character Sets To Work With Text](http://kunststube.net/encoding/) + +- ### Endianness + - [ ] [Big And Little Endian](https://www.cs.umd.edu/class/sum2003/cmsc311/Notes/Data/endian.html) + - [ ] [Big Endian Vs Little Endian (video)](https://www.youtube.com/watch?v=JrNF0KRAlyo) + - [ ] [Big And Little Endian Inside/Out (video)](https://www.youtube.com/watch?v=oBSuXP-1Tc0) + - Very technical talk for kernel devs. Don't worry if most is over your head. + - The first half is enough. + +- ### Networking + - **if you have networking experience or want to be a systems engineer, expect questions** + - otherwise, this is just good to know + - [ ] [Khan Academy](https://www.khanacademy.org/computing/computer-science/internet-intro) + - [ ] [UDP and TCP: Comparison of Transport Protocols](https://www.youtube.com/watch?v=Vdc8TCESIg8) + - [ ] [TCP/IP and the OSI Model Explained!](https://www.youtube.com/watch?v=e5DEVa9eSN0) + - [ ] [Packet Transmission across the Internet. Networking & TCP/IP tutorial.](https://www.youtube.com/watch?v=nomyRJehhnM) + - [ ] [HTTP](https://www.youtube.com/watch?v=WGJrLqtX7As) + - [ ] [SSL and HTTPS](https://www.youtube.com/watch?v=S2iBR2ZlZf0) + - [ ] [SSL/TLS](https://www.youtube.com/watch?v=Rp3iZUvXWlM) + - [ ] [HTTP 2.0](https://www.youtube.com/watch?v=E9FxNzv1Tr8) + - [ ] [Video Series (21 videos)](https://www.youtube.com/playlist?list=PLEbnTDJUr_IegfoqO4iPnPYQui46QqT0j) + - [ ] [Subnetting Demystified - Part 5 CIDR Notation](https://www.youtube.com/watch?v=t5xYI0jzOf4) + - [ ] Sockets: + - [ ] [Java - Sockets - Introduction (video)](https://www.youtube.com/watch?v=6G_W54zuadg&t=6s) + - [ ] [Socket Programming (video)](https://www.youtube.com/watch?v=G75vN2mnJeQ) ## System Design, Scalability, Data Handling - **You can expect system design questions if you have 4+ years of experience.** - Scalability and System Design are very large topics with many topics and resources, since there is a lot to consider when designing a software/hardware system that can scale. Expect to spend quite a bit of time on this. -- Considerations from Yegge: +- Considerations: - scalability - Distill large data sets to single values - Transform one data set to another @@ -1234,7 +1257,7 @@ You'll get more graph practice in Skiena's book (see Books section below) and th - For even more, see "Mining Massive Datasets" video series in the Video Series section. - [ ] Practicing the system design process: Here are some ideas to try working through on paper, each with some documentation on how it was handled in the real world: - review: [System Design from HiredInTech](http://www.hiredintech.com/system-design/) - - [cheat sheet](https://github.com/jwasham/google-interview-university/blob/master/extras/cheat%20sheets/system-design.pdf) + - [cheat sheet](https://github.com/jwasham/coding-interview-university/blob/master/extras/cheat%20sheets/system-design.pdf) - flow: 1. Understand the problem and scope: - define the use cases, with interviewer's help @@ -1322,8 +1345,6 @@ There is a great intro for methodical, communicative problem solving in an inter interview books, too, but I found this outstanding: [Algorithm design canvas](http://www.hiredintech.com/algorithm-design/) -[My Process for Coding Interview (Book) Exercises](https://googleyasheck.com/my-process-for-coding-interview-exercises/) - No whiteboard at home? That makes sense. I'm a weirdo and have a big whiteboard. Instead of a whiteboard, pick up a large drawing pad from an art store. You can sit on the couch and practice. This is my "sofa whiteboard". I added the pen in the photo for scale. If you use a pen, you'll wish you could erase. Gets messy quick. @@ -1383,7 +1404,6 @@ Mock Interviews: ## Your Resume -- [Ten Tips for a (Slightly) Less Awful Resume](http://steve-yegge.blogspot.co.uk/2007_09_01_archive.html) - See Resume prep items in Cracking The Coding Interview and back of Programming Interviews Exposed @@ -1457,29 +1477,17 @@ You're never really done. ## Additional Learning +These topics will likely not come up in an interview, but I added them to help you become a well-rounded +software engineer, and to be aware of certain technologies and algorithms, so you'll have a bigger toolbox. + - ### Compilers - [ ] [How a Compiler Works in ~1 minute (video)](https://www.youtube.com/watch?v=IhC7sdYe-Jg) - [ ] [Harvard CS50 - Compilers (video)](https://www.youtube.com/watch?v=CSZLNYF4Klo) - [ ] [C++ (video)](https://www.youtube.com/watch?v=twodd1KFfGk) - [ ] [Understanding Compiler Optimization (C++) (video)](https://www.youtube.com/watch?v=FnGCDLhaxKU) -- ### Floating Point Numbers - - [ ] simple 8-bit: [Representation of Floating Point Numbers - 1 (video - there is an error in calculations - see video description)](https://www.youtube.com/watch?v=ji3SfClm8TU) - - [ ] 32 bit: [IEEE754 32-bit floating point binary (video)](https://www.youtube.com/watch?v=50ZYcZebIec) - -- ### Unicode - - [ ] [The Absolute Minimum Every Software Developer Absolutely, Positively Must Know About Unicode and Character Sets]( http://www.joelonsoftware.com/articles/Unicode.html) - - [ ] [What Every Programmer Absolutely, Positively Needs To Know About Encodings And Character Sets To Work With Text](http://kunststube.net/encoding/) - -- ### Endianness - - [ ] [Big And Little Endian](https://www.cs.umd.edu/class/sum2003/cmsc311/Notes/Data/endian.html) - - [ ] [Big Endian Vs Little Endian (video)](https://www.youtube.com/watch?v=JrNF0KRAlyo) - - [ ] [Big And Little Endian Inside/Out (video)](https://www.youtube.com/watch?v=oBSuXP-1Tc0) - - Very technical talk for kernel devs. Don't worry if most is over your head. - - The first half is enough. - - ### Emacs and vi(m) - - suggested by Yegge, from an old Amazon recruiting post: Familiarize yourself with a unix-based code editor + - Familiarize yourself with a unix-based code editor - vi(m): - [Editing With vim 01 - Installation, Setup, and The Modes (video)](https://www.youtube.com/watch?v=5givLEMcINQ&index=1&list=PL13bz4SHGmRxlZVmWQ9DvXo1fEg4UdGkr) - [VIM Adventures](http://vim-adventures.com/) @@ -1500,7 +1508,7 @@ You're never really done. - [(maybe) Org Mode In Depth: Managing Structure (video)](https://www.youtube.com/watch?v=nsGYet02bEk) - ### Unix command line tools - - suggested by Yegge, from an old Amazon recruiting post. I filled in the list below from good tools. + - I filled in the list below from good tools. - [ ] bash - [ ] cat - [ ] grep @@ -1553,23 +1561,6 @@ You're never really done. - [ ] [Compressor Head videos](https://www.youtube.com/playlist?list=PLOU2XLYxmsIJGErt5rrCqaSGTMyyqNt2H) - [ ] [(optional) Google Developers Live: GZIP is not enough!](https://www.youtube.com/watch?v=whGwm0Lky2s) -- ### Networking - - **if you have networking experience or want to be a systems engineer, expect questions** - - otherwise, this is just good to know - - [ ] [Khan Academy](https://www.khanacademy.org/computing/computer-science/internet-intro) - - [ ] [UDP and TCP: Comparison of Transport Protocols](https://www.youtube.com/watch?v=Vdc8TCESIg8) - - [ ] [TCP/IP and the OSI Model Explained!](https://www.youtube.com/watch?v=e5DEVa9eSN0) - - [ ] [Packet Transmission across the Internet. Networking & TCP/IP tutorial.](https://www.youtube.com/watch?v=nomyRJehhnM) - - [ ] [HTTP](https://www.youtube.com/watch?v=WGJrLqtX7As) - - [ ] [SSL and HTTPS](https://www.youtube.com/watch?v=S2iBR2ZlZf0) - - [ ] [SSL/TLS](https://www.youtube.com/watch?v=Rp3iZUvXWlM) - - [ ] [HTTP 2.0](https://www.youtube.com/watch?v=E9FxNzv1Tr8) - - [ ] [Video Series (21 videos)](https://www.youtube.com/playlist?list=PLEbnTDJUr_IegfoqO4iPnPYQui46QqT0j) - - [ ] [Subnetting Demystified - Part 5 CIDR Notation](https://www.youtube.com/watch?v=t5xYI0jzOf4) - - [ ] Sockets: - - [ ] [Java - Sockets - Introduction (video)](https://www.youtube.com/watch?v=6G_W54zuadg&t=6s) - - [ ] [Socket Programming (video)](https://www.youtube.com/watch?v=G75vN2mnJeQ) - - ### Computer Security - [MIT (23 videos)](https://www.youtube.com/playlist?list=PLUl4u3cNGP62K2DjQLRxDNRi0z2IRWnNh) - [ ] [Introduction, Threat Models](https://www.youtube.com/watch?v=GqmQg-cszw4&index=1&list=PLUl4u3cNGP62K2DjQLRxDNRi0z2IRWnNh) @@ -1618,6 +1609,11 @@ You're never really done. - [ ] [MessagePack](http://msgpack.org/index.html) - [ ] [Avro](https://avro.apache.org/) +- ### A* + - [ ] [A Search Algorithm](https://en.wikipedia.org/wiki/A*_search_algorithm) + - [ ] [A* Pathfinding Tutorial (video)](https://www.youtube.com/watch?v=KNXfSOx4eEE) + - [ ] [A* Pathfinding (E01: algorithm explanation) (video)](https://www.youtube.com/watch?v=-L-WgKMFuhE) + - ### Fast Fourier Transform - [ ] [An Interactive Guide To The Fourier Transform](https://betterexplained.com/articles/an-interactive-guide-to-the-fourier-transform/) - [ ] [What is a Fourier transform? What is it used for?](http://www.askamathematician.com/2012/09/q-what-is-a-fourier-transform-what-is-it-used-for/) @@ -1647,24 +1643,6 @@ You're never really done. - ### Augmented Data Structures - [ ] [CS 61B Lecture 39: Augmenting Data Structures](https://youtu.be/zksIj9O8_jc?list=PL4BBB74C7D2A1049C&t=950) -- ### Tries - - Note there are different kinds of tries. Some have prefixes, some don't, and some use string instead of bits - to track the path. - - I read through code, but will not implement. - - [ ] [Sedgewick - Tries (3 videos)](https://www.youtube.com/playlist?list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ) - - [ ] [1. R Way Tries](https://www.youtube.com/watch?v=buq2bn8x3Vo&index=3&list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ) - - [ ] [2. Ternary Search Tries](https://www.youtube.com/watch?v=LelV-kkYMIg&index=2&list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ) - - [ ] [3. Character Based Operations](https://www.youtube.com/watch?v=00YaFPcC65g&list=PLe-ggMe31CTe9IyG9MB8vt5xUJeYgOYRQ&index=1) - - [ ] [Notes on Data Structures and Programming Techniques](http://www.cs.yale.edu/homes/aspnes/classes/223/notes.html#Tries) - - [ ] Short course videos: - - [ ] [Introduction To Tries (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/08Xyf/core-introduction-to-tries) - - [ ] [Performance Of Tries (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/PvlZW/core-performance-of-tries) - - [ ] [Implementing A Trie (video)](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/DFvd3/core-implementing-a-trie) - - [ ] [The Trie: A Neglected Data Structure](https://www.toptal.com/java/the-trie-a-neglected-data-structure) - - [ ] [TopCoder - Using Tries](https://www.topcoder.com/community/data-science/data-science-tutorials/using-tries/) - - [ ] [Stanford Lecture (real world use case) (video)](https://www.youtube.com/watch?v=TJ8SkcUSdbU) - - [ ] [MIT, Advanced Data Structures, Strings (can get pretty obscure about halfway through)](https://www.youtube.com/watch?v=NinWEPPrkDQ&index=16&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf) - - ### Balanced search trees - Know least one type of balanced binary tree (and know how it's implemented): - "Among balanced search trees, AVL and 2/3 trees are now passé, and red-black trees seem to be more popular. @@ -1827,16 +1805,6 @@ You're never really done. - [Machine Learning for Software Engineers](https://github.com/ZuzooVn/machine-learning-for-software-engineers) - Data School: http://www.dataschool.io/ -- ### Go - - [ ] Videos: - - [ ] [Why Learn Go?](https://www.youtube.com/watch?v=FTl0tl9BGdc) - - [ ] [Go Programming](https://www.youtube.com/watch?v=CF9S4QZuV30) - - [ ] [A Tour of Go](https://www.youtube.com/watch?v=ytEkHepK08c) - - [ ] Books: - - [ ] [An Introduction to Programming in Go (read free online)](https://www.golang-book.com/books/intro) - - [ ] [The Go Programming Language (Donovan & Kernighan)](https://www.amazon.com/Programming-Language-Addison-Wesley-Professional-Computing/dp/0134190440) - - [ ] [Bootcamp](https://www.golang-book.com/guides/bootcamp) - -- ## Additional Detail on Some Subjects diff --git a/extras/future-googler-preview.png b/extras/future-googler-preview.png deleted file mode 100644 index d587ccdbb4acb63787b63d1eb16da95854128a63..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 14374 zcmbWe1yEeg(>J%Vm*5gC1a}MW?(R;|yX1NP@ArQ1 zy>+c>Yo^XjPj}C+yXVYy^@&oHmqbRuM*si-$RDM|lmP%pAOHaI1@0YqWQk{<2>{?a z`6wo=>bZD4TZ7yo1P3jAXFveai<)St)X7_S%{FPK(IEf@I8Ss0079Vvq=bM#!7xz| z1#@|^w69+m3WtB&1-pQbYf9e%erl-MVSMX0q6d?a|3eGd007`%0YV@EpbG+k3jEsu z0{@HGKlA^C=%4wJ|3Rehek24|8UPr0tw*C%odKz;Z7Hh7b^qIos&N3-{=W~tEqi10 zzb*f-L8HbOEixd0IsSDuP-9&Um!Spi(&Do)o*qjYE~Xda>0tuy=_qL!Luxhw%>wP9 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