Merge branch 'jwasham:main' into study
This commit is contained in:
Sadman Sobhan
GitHub
commit
1a1ad561fc
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@ -100,6 +100,9 @@ Frontend Engineers (FEE) and Software Development Engineers (SDE). These are 2 s
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them will not be the same, as each has its own competencies. These companies require computer science knowledge for
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software development/engineering roles.
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There is a lot to learn in a university Computer Science program, but only knowing about 75% is good enough for an interview, so that's what I cover here.
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For a complete CS self-taught program, the resources for my study plan have been included in Kamran Ahmed's Computer Science Roadmap: https://roadmap.sh/computer-science
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---
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## Table of Contents
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@ -494,9 +497,9 @@ without lyrics and you'll be able to focus pretty well.
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These are prevalent technologies but not part of this study plan:
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- [SQL](https://www.scaler.com/topics/sql/)
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- Javascript
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- HTML, CSS, and other front-end technologies
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- SQL
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## The Daily Plan
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@ -1009,7 +1012,7 @@ Graphs can be used to represent many problems in computer science, so this secti
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- [ ] [Skiena: CSE373 2020 - Lecture 20 - Edit Distance (video)](https://www.youtube.com/watch?v=T3A4jlHlhtA&list=PLOtl7M3yp-DX6ic0HGT0PUX_wiNmkWkXx&index=19)
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- [ ] [Skiena: CSE373 2020 - Lecture 20 - Edit Distance (continued) (video)](https://www.youtube.com/watch?v=iPnPVcZmRbE&list=PLOtl7M3yp-DX6ic0HGT0PUX_wiNmkWkXx&index=20)
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- [ ] [Skiena: CSE373 2020 - Lecture 21 - Dynamic Programming (video)](https://www.youtube.com/watch?v=2xPE4Wq8coQ&list=PLOtl7M3yp-DX6ic0HGT0PUX_wiNmkWkXx&index=21)
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- [ ] [Skiena: CSE373 2020 - Lecture 21 - Dynamic Programming and Review (video)](https://www.youtube.com/watch?v=2xPE4Wq8coQ&list=PLOtl7M3yp-DX6ic0HGT0PUX_wiNmkWkXx&index=21)
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- [ ] [Skiena: CSE373 2020 - Lecture 22 - Dynamic Programming and Review (video)](https://www.youtube.com/watch?v=Yh3RzqQGsyI&list=PLOtl7M3yp-DX6ic0HGT0PUX_wiNmkWkXx&index=22)
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- [ ] [Simonson: Dynamic Programming 0 (starts at 59:18) (video)](https://youtu.be/J5aJEcOr6Eo?list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&t=3558)
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- [ ] [Simonson: Dynamic Programming I - Lecture 11 (video)](https://www.youtube.com/watch?v=0EzHjQ_SOeU&index=11&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm)
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- [ ] [Simonson: Dynamic programming II - Lecture 12 (video)](https://www.youtube.com/watch?v=v1qiRwuJU7g&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=12)
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@ -298,6 +298,35 @@
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বিনামূল্যে এবং সর্বদা উপলব্ধ পাবলিক সোর্স দিয়ে অনলাইন কোর্সের সংস্থানগুলি প্রতিস্থাপন করা দুর্দান্ত হবে,
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যেমন ইউটিউব ভিডিও (বিশেষত ইউনিভার্সিটির বক্তৃতা), যাতে আপনি যেকোন সময় এগুলি অধ্যয়ন করতে পারেন,
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শুধুমাত্র যখন একটি নির্দিষ্ট অনলাইন কোর্স সেশনে থাকে তখন নয়।
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## একটি প্রোগ্রামিং ভাষা চয়ন করুন
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কোডিং ইন্টারভিউয়ের জন্য আপনাকে একটি প্রোগ্রামিং ভাষা বেছে নিতে হবে,
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তবে আপনাকে এমন একটি ভাষা খুঁজে বের করতে হবে যা আপনি কম্পিউটার বিজ্ঞানের ধারণাগুলি অধ্যয়ন করতে ব্যবহার করতে পারেন।
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পছন্দের ভাষা একই হবে, যাতে আপনাকে শুধুমাত্র একটিতে দক্ষ হতে হবে।
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### এই স্টাডি প্ল্যানের জন্য
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যখন আমি অধ্যয়নের পরিকল্পনাটি করেছি, তখন আমি এর বেশিরভাগের জন্য 2টি ভাষা ব্যবহার করেছি: সি এবং পাইথন
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* সি: খুব নিম্ন স্তরের। আপনাকে পয়েন্টার এবং মেমরি বরাদ্দ/বরাদ্দকরণের সাথে মোকাবিলা করার অনুমতি দেয়, যাতে আপনি ডেটা স্ট্রাকচার এবং অ্যালগরিদম খুব দৃঢ়ভাবে বুঝতে পারেন। পাইথন বা জাভার মতো উচ্চ স্তরের ভাষাগুলিতে, এগুলি আপনার কাছ থেকে লুকানো থাকে। প্রতিদিনের কাজে, এটি দুর্দান্ত,
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কিন্তু যখন আপনি এই নিম্ন-স্তরের ডেটা স্ট্রাকচারগুলি কীভাবে তৈরি করা হয় তা শিখছেন, তখন ধাতুর কাছাকাছি অনুভব করা দুর্দান্ত।
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- সি সর্বত্র। আপনি যখন অধ্যয়ন করছেন তখন আপনি বই, বক্তৃতা, ভিডিও, *সব জায়গায়* উদাহরণ দেখতে পাবেন।
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- [The C Programming Language, Vol 2](https://www.amazon.com/Programming-Language-Brian-W-Kernighan/dp/0131103628)
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- এটি একটি সংক্ষিপ্ত বই, তবে এটি আপনাকে সি ভাষার উপর একটি দুর্দান্ত হ্যান্ডেল দেবে এবং আপনি যদি এটি একটু অনুশীলন করেন
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আপনি দ্রুত দক্ষ হয়ে উঠবেন। C বোঝা আপনাকে প্রোগ্রাম এবং মেমরি কিভাবে কাজ করে তা বুঝতে সাহায্য করে।
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- আপনাকে বইটির গভীরে যেতে হবে না (বা এমনকি এটি শেষ করতে হবে)। যেখানে আপনি সি-তে পড়তে এবং লিখতে স্বাচ্ছন্দ্যবোধ করেন সেখানে যান।
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- [বইয়ের প্রশ্নের উত্তর](https://github.com/lekkas/c-algorithms)
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* পাইথন: আধুনিক এবং খুব অভিব্যক্তিপূর্ণ, আমি এটি শিখেছি কারণ এটি খুব দরকারী এবং আমাকে একটি সাক্ষাত্কারে কম কোড লেখার অনুমতি দেয়।
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এই আমার পছন্দ। আপনি অবশ্যই যা পছন্দ করেন তাই করেন।
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আপনার এটির প্রয়োজন নাও হতে পারে, তবে একটি নতুন ভাষা শেখার জন্য এখানে কিছু সাইট রয়েছে:
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- [Exercism](https://exercism.org/tracks)
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- [Codewars](http://www.codewars.com)
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- [HackerEarth](https://www.hackerearth.com/for-developers/)
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- [Scaler Topics (Java, C++)](https://www.scaler.com/topics/)
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## সাক্ষাত্কার প্রক্রিয়া এবং সাধারণ সাক্ষাত্কার প্রস্তুতি
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@ -306,7 +335,6 @@
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- [এ বি সি: সর্বদা কোডিং থাকুন](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [হোয়াইটবোর্ডিং](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [প্রোগ্রামিং সাক্ষাত্কারের সময় কার্যকর হোয়াইটবোর্ডিং](http://www.coderust.com/blog/2014/04/10/Effective-Witeboarding-during-programming-interviews/)
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- [টেক রিক্রুটিং কে ক্ষমা করা](https://www.youtube.com/watch?v=N233T0epWTs)
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- কোডিং সাক্ষাত্কারটি ক্র্যাক করা 1:
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- [গেইল এল ম্যাকডোয়েল-কোডিং সাক্ষাত্কারের ক্র্যাকিং (ভিডিও)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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@ -285,7 +285,6 @@ keinen Zugriff darauf.
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- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
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- [ ] Cracking The Coding Interview Teil 1:
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- [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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@ -186,7 +186,6 @@
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- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [Αποτελεσματικό Whiteboarding κατά τη διάρκεια των Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
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- [ ] Cracking The Coding Interview Set 1:
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- [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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@ -268,7 +268,6 @@ Apreciaría su ayuda añadiendo fuentes siempre disponibles, publicas y gratuita
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## Prepárese para la entrevista
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- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
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- [ ] Cracking The Coding Interview Set 1:
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- [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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@ -293,7 +293,6 @@ Parfois, les cours ne sont pas en session, alors vous devez attendre quelques mo
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- [ ] [Quatre étapes à Google, sans un diplôme](https://medium.com/always-be-coding/four-steps-to-google-without-a-degree-8f381aa6bd5e#.asalo1vfx)
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- [ ] [Tableau blanc](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [Comment Google pense à propos de l'embauche, gestion, et culture](http://www.kpcb.com/blog/lessons-learned-how-google-thinks-about-hiring-management-and-culture)
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- [ ] [Tableau blanc efficace lors des entretiens de codage](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] Réussis dans une entrevue de codage:
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- [ ] [Gayle L McDowell - Réussi l'entretien de codage (vidéo)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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- [ ] [Réussi l'entretien de codage avec auteur Author Gayle Laakmann McDowell (vidéo)](https://www.youtube.com/watch?v=aClxtDcdpsQ)
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@ -308,7 +308,6 @@ Sometimes the classes are not in session so you have to wait a couple of months,
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- [ ] [ארבעה צעדים לקראת גוגל בלי תואר](https://medium.com/always-be-coding/four-steps-to-google-without-a-degree-8f381aa6bd5e#.asalo1vfx)
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- [ ] [לוח מחיק](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [How Google Thinks About Hiring, Management And Culture](http://www.kpcb.com/blog/lessons-learned-how-google-thinks-about-hiring-management-and-culture)
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- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] Cracking The Coding Interview Set 1:
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- [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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- [ ] [Cracking the Coding Interview with Author Gayle Laakmann McDowell (video)](https://www.youtube.com/watch?v=aClxtDcdpsQ)
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@ -191,7 +191,6 @@ Lynda.comコースは有料です。
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- [ ] [ABC：常にコーディングする](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [プログラミング面接中の効果的なホワイトボード](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] [技術職募集での謎解き](https://www.youtube.com/watch?v=N233T0epWTs)
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- [ ] クラッキングコーディング面接セット1：
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- [ ] [Gayle L McDowell - コーディング面接(ビデオ)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
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@ -236,7 +236,6 @@ Data Structure ទាំងអស់ដែលខ្ញុំធ្លាប់
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- [ ] [ABC: តែងតែសរសេរកូដ](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [ការប្រេីប្រាស់ក្តារខៀន](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [ការប្រេីប្រាស់ក្តារខៀនមានប្រសិទ្ធិភាពក្នុងពេលសម្ភាសន៍កម្មវិធី](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] [ជ្រើសរើសបុគ្គលិកជំនាញបច្ចេកវិទ្យា](https://www.youtube.com/watch?v=N233T0epWTs)
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- [ ] វិធីរកការងារនៅក្រុមហ៊ុនធំ ៤៖
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- [ ] [របៀបរកការងារធ្វើនៅក្រុមហ៊ុនធំ ៤ - Amazon, Facebook, Google និង Microsoft (មានវីដេអូ)](https://www.youtube.com/watch?v=YJZCUhxNCv8)
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@ -261,7 +261,6 @@ Czasami zajęcia nie są w sesji, więc musisz poczekać kilka miesięcy, więc
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- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
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- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
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- [ ] How to Get a Job at the Big 4:
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- [ ] [How to Get a Job at the Big 4 - Amazon, Facebook, Google & Microsoft (video)](https://www.youtube.com/watch?v=YJZCUhxNCv8)
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@ -256,7 +256,6 @@ Alguns vídeos estão disponíveis somente ao ingressar em um curso no Coursera,
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- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
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- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1) (Usando O Quadro Branco)
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- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/) (Usando o Quadro Branco Efetivamente durante Entrevistas de Programação)
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- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs) (Desmistificando Recrutamento Técnico)
|
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- [ ] Decifrando A Entrevista de Programação Série 1:
|
||||
- [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ) (Gayle L McDowell - Decifrando A Entrevista de Programação - vídeo)
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@ -300,7 +300,6 @@ Google не возьмёт тебя на работу.
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- [ ] [4 шага к Google без образования в CS](https://medium.com/always-be-coding/four-steps-to-google-without-a-degree-8f381aa6bd5e#.asalo1vfx)
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||||
- [ ] [Кодирование на доске](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
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||||
- [ ] [Что думает Google о найме, управлении и культуре](http://www.kpcb.com/blog/lessons-learned-how-google-thinks-about-hiring-management-and-culture)
|
||||
- [ ] [Эффективное кодирование на доске в процессе собеседования](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
|
||||
- [ ] Прохождения собеседования по программированию набор 1:
|
||||
- [ ] [Gayle L McDowell - Прохождения собеседования по программированию (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
|
||||
- [ ] [Прохождения собеседования по программированию с Gayle Laakmann McDowell (video)](https://www.youtube.com/watch?v=aClxtDcdpsQ)
|
||||
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@ -238,7 +238,6 @@
|
|||
|
||||
- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
|
||||
- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
|
||||
- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
|
||||
- [ ] Cracking The Coding Interview Set 1:
|
||||
- [ ] [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)
|
||||
|
|
|
|||
|
|
@ -265,7 +265,6 @@
|
|||
|
||||
- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
|
||||
- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
|
||||
- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
|
||||
- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
|
||||
- [ ] 如何錄取Big Tech(Google, Amazon, Facebook, Apple):
|
||||
- [ ] [How to Get a Job at the Big 4 - Amazon, Facebook, Google & Microsoft (video)](https://www.youtube.com/watch?v=YJZCUhxNCv8)
|
||||
|
|
|
|||
|
|
@ -282,7 +282,6 @@ Sometimes the classes are not in session so you have to wait a couple of months,
|
|||
|
||||
- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
|
||||
- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
|
||||
- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
|
||||
- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
|
||||
- [ ] Cracking The Coding Interview Set 1:
|
||||
- [ ] [Gayle L McDowell - Cracking The Coding Interview (video)](https://www.youtube.com/watch?v=rEJzOhC5ZtQ)
|
||||
|
|
|
|||
|
|
@ -269,7 +269,6 @@ Sometimes the classes are not in session so you have to wait a couple of months,
|
|||
|
||||
- [ ] [ABC: Always Be Coding](https://medium.com/always-be-coding/abc-always-be-coding-d5f8051afce2#.4heg8zvm4)
|
||||
- [ ] [Whiteboarding](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
|
||||
- [ ] [Effective Whiteboarding during Programming Interviews](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
|
||||
- [ ] [Demystifying Tech Recruiting](https://www.youtube.com/watch?v=N233T0epWTs)
|
||||
- [ ] 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)
|
||||
|
|
|
|||
|
|
@ -262,7 +262,6 @@ Lynda.com thì không miễn phí.
|
|||
- [ ] [4 bước đến Google dù không có bằng cấp](https://medium.com/always-be-coding/four-steps-to-google-without-a-degree-8f381aa6bd5e#.asalo1vfx)
|
||||
- [ ] [Whiteboarding (Giải toán lập trình trên bảng trắng)](https://medium.com/@dpup/whiteboarding-4df873dbba2e#.hf6jn45g1)
|
||||
- [ ] [Google nghĩ thế nào về Tuyển dụng, Quản lý và Văn hóa](http://www.kpcb.com/blog/lessons-learned-how-google-thinks-about-hiring-management-and-culture)
|
||||
- [ ] [Whiteboarding hiệu quả trong khi phỏng vấn kỹ năng lập trình](http://www.coderust.com/blog/2014/04/10/effective-whiteboarding-during-programming-interviews/)
|
||||
- [ ] Cracking The Coding Interview Set 1:
|
||||
- [ ] [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)
|
||||
|
|
|
|||
Loading…
Reference in New Issue