Update Indonesian translations
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@ -84,8 +84,8 @@ Jika Anda ingin menjadi teknisi ketahanan sistem atau teknisi sistem, lebih bany
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- [Latihan Pertanyaan Pemrograman](#latihan-pertanyaan-pemrograman)
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- [Soal-soal Pemrograman](#soal-soal-pemrograman)
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- [Menjelang Proses Interview](#menjelang-proses-interview)
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- [CV Anda](#cv-anda)
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- [Perkirakan Pertanyaan Yang Akan Diajukan](#perkirakan-pertanyaan-yang-akan-diajukan)
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- [Resume Anda](#resume-anda)
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- [Pikirkan saat wawancara datang](#pikirkan-saat-wawancara-datang)
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- [Bertanyalah Pada Pewawancara](#bertanyalah-pada-pewawancara)
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- [Saat Anda Berhasil Mendapatkan Pekerjaannya](#saat-anda-berhasil-mendapatkan-pekerjaannya)
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@ -95,21 +95,22 @@ Jika Anda ingin menjadi teknisi ketahanan sistem atau teknisi sistem, lebih bany
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- [Materi Tambahan](#materi-tambahan)
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- [Pemrograman Dinamis](#pemrograman-dinamis)
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- [Kompilator](#kompilator)
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- [Bilangan Titik Mengambang](#bilangan-titik-mengambang)
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- [Angka Titik Mengambang](#angka-titik-mengambang)
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- [Unicode](#unicode)
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- [Endianness](#endianness)
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- [Emacs and vi(m)](#emacs-and-vim)
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- [Unix command line tools](#unix-command-line-tools)
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- [Teori Informasi](#teori-informasi)
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- [Teori Informasi](#teori-informasi-video)
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- [Pariti & Kode Hamming](#pariti--kode-hamming)
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- [Entropi](#entropi)
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- [Kriptografi](#kriptografi)
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- [Kompresi](#kompresi)
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- [Jaringan](#jaringan) (bersiaplah mendapatkan pertanyaan jaringan apabila anda ingin menjadi system engineer)
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- [Sekuritas Komputer](#sekuritas-komputer)
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- [Keamanan komputer](#keamanan-komputer)
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- [Garbage collection](#garbage-collection)
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- [Pemrograman Paralel](#pemrograman-paralel)
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- [Pengiriman Pesan, Serialisasi, dan Sistem Queueing](#pengiriman-pesan-serialisasi-dan-sistem-queueing)
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- [A*](#a)
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- [Fast Fourier Transform](#fast-fourier-transform)
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- [Bloom Filter](#bloom-filter)
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- [HyperLogLog](#hyperloglog)
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@ -137,9 +138,11 @@ Jika Anda ingin menjadi teknisi ketahanan sistem atau teknisi sistem, lebih bany
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- [Matematika Diskrit](#matematika-diskrit)
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- [Pembelajaran Mesin](#pembelajaran-mesin)
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- [Go](#go)
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- [Detil Tambahan pada Beberapa Subjek](#detil-tambahan-pada-beberapa-subjek)
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- [Detail Tambahan tentang Beberapa Subjek](#detail-tambahan-tentang-beberapa-subjek)
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- [Seri Video](#seri-video)
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- [Kursus Ilmu Komputer](#kursus-ilmu-komputer)
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- [Implementasi Algoritma](#implementasi-algoritma)
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- [Dokumen](#dokumen)
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---
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@ -1102,15 +1105,15 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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- [ ] [Tao Of Testing](http://jasonpolites.github.io/tao-of-testing/ch3-1.1.html)
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- [ ] [How to write tests](http://jasonpolites.github.io/tao-of-testing/ch4-1.1.html)
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- ### Scheduling
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- in an OS, how it works
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- can be gleaned from Operating System videos
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- ### Penjadwalan
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- di OS, cara kerjanya
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- dapat diperoleh dari video Sistem Operasi
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- ### Implement system routines
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- understand what lies beneath the programming APIs you use
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- can you implement them?
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- ### Implementasi Rutinitas Sistem
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- memahami apa yang ada di bawah API pemrograman yang Anda gunakan
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- bisakah kamu menerapkannya?
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- ### String searching & manipulations
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- ### Pencarian String & Manipulasi
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- [ ] [Sedgewick - Suffix Arrays (video)](https://www.youtube.com/watch?v=HKPrVm5FWvg)
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- [ ] [Sedgewick - Substring Search (videos)](https://www.youtube.com/watch?v=2LvvVFCEIv8&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66&index=5)
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- [ ] [1. Introduction to Substring Search](https://www.youtube.com/watch?v=2LvvVFCEIv8&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66&index=5)
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@ -1120,29 +1123,27 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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- [ ] [5. Rabin-Karp](https://www.youtube.com/watch?v=QzI0p6zDjK4&index=1&list=PLe-ggMe31CTdAdjXB3lIuf2maubzo9t66)
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- [ ] [Search pattern in text (video)](https://www.coursera.org/learn/data-structures/lecture/tAfHI/search-pattern-in-text)
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If you need more detail on this subject, see "String Matching" section in [Additional Detail on Some Subjects](#additional-detail-on-some-subjects)
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Jika Anda membutuhkan detail lebih lanjut tentang subjek ini, lihat bagian "String Matching" di [Detail Tambahan pada Beberapa Subjek](#additional-detail-on-some-subjects)
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---
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## System Design, Scalability, Data Handling
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- **You can expect system design questions if you have 4+ years of experience.**
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- Scalability and System Design are very large topics with many topics and resources, since
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there is a lot to consider when designing a software/hardware system that can scale.
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Expect to spend quite a bit of time on this.
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- Considerations from Yegge:
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- scalability
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- Distill large data sets to single values
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- Transform one data set to another
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- Handling obscenely large amounts of data
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- system design
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- features sets
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- interfaces
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- class hierarchies
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- designing a system under certain constraints
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- simplicity and robustness
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- tradeoffs
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- performance analysis and optimization
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- [ ] **START HERE**: [System Design from HiredInTech](http://www.hiredintech.com/system-design/)
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## Perancangan Sistem, Skalabilitas, Penganganan Data
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- **Anda dapat mengharapkan pertanyaan desain sistem jika Anda memiliki pengalaman 4+ tahun.**
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- Skalabilitas dan Desain Sistem adalah topik yang sangat besar dengan banyak topik dan sumber daya, karena ada banyak hal yang perlu dipertimbangkan saat merancang sistem perangkat lunak / perangkat keras yang dapat diskalakan. Berharap untuk meluangkan sedikit waktu untuk ini.
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- Pertimbangan dari Yegge:
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- skalabilitas
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- Saring kumpulan data besar menjadi nilai tunggal
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- Ubah satu kumpulan data ke kumpulan lainnya
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- Menangani data dalam jumlah yang sangat besar
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- desain sistem (system design)
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- set fitur (features sets)
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- antarmuka (interfaces)
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- hierarki kelas (class hierarchies)
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- merancang sistem di bawah batasan tertentu
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- kesederhanaan dan ketahanan
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- pengorbanan (tradeoffs)
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- analisis dan pengoptimalan kinerja
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- [ ] **MULAI DI SINI**: [System Design from HiredInTech](http://www.hiredintech.com/system-design/)
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- [ ] [How Do I Prepare To Answer Design Questions In A Technical Inverview?](https://www.quora.com/How-do-I-prepare-to-answer-design-questions-in-a-technical-interview?redirected_qid=1500023)
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- [ ] [8 Things You Need to Know Before a System Design Interview](http://blog.gainlo.co/index.php/2015/10/22/8-things-you-need-to-know-before-system-design-interviews/)
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- [ ] [Algorithm design](http://www.hiredintech.com/algorithm-design/)
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@ -1159,7 +1160,7 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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- [paper](http://research.microsoft.com/en-us/um/people/lamport/pubs/paxos-simple.pdf)
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- [ ] [Consistent Hashing](http://www.tom-e-white.com/2007/11/consistent-hashing.html)
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- [ ] [NoSQL Patterns](http://horicky.blogspot.com/2009/11/nosql-patterns.html)
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- [ ] Scalability:
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- [ ] Skalabilitas:
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- [ ] [Great overview (video)](https://www.youtube.com/watch?v=-W9F__D3oY4)
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- [ ] Short series:
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- [Clones](http://www.lecloud.net/post/7295452622/scalability-for-dummies-part-1-clones)
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@ -1215,29 +1216,29 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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- [ ] Twitter:
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- [O'Reilly MySQL CE 2011: Jeremy Cole, "Big and Small Data at @Twitter" (video)](https://www.youtube.com/watch?v=5cKTP36HVgI)
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- [Timelines at Scale](https://www.infoq.com/presentations/Twitter-Timeline-Scalability)
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- For even more, see "Mining Massive Datasets" video series in the Video Series section.
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- [ ] 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:
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- review: [System Design from HiredInTech](http://www.hiredintech.com/system-design/)
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- Untuk informasi lebih lanjut, lihat seri video "Menambang Kumpulan Data Besar-besaran (Mining Massive Datasets)" di bagian Seri Video.
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- [ ] Mempraktikkan proses desain sistem: Berikut adalah beberapa ide untuk dicoba di atas kertas, masing-masing dengan beberapa dokumentasi tentang bagaimana hal itu ditangani di dunia nyata:
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- ulasan: [System Design from HiredInTech](http://www.hiredintech.com/system-design/)
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- [cheat sheet](https://github.com/jwasham/coding-interview-university/blob/master/extras/cheat%20sheets/system-design.pdf)
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- flow:
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1. Understand the problem and scope:
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- define the use cases, with interviewer's help
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- suggest additional features
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- remove items that interviewer deems out of scope
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- assume high availability is required, add as a use case
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2. Think about constraints:
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- ask how many requests per month
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- ask how many requests per second (they may volunteer it or make you do the math)
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- estimate reads vs. writes percentage
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- keep 80/20 rule in mind when estimating
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- how much data written per second
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- total storage required over 5 years
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- how much data read per second
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3. Abstract design:
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- layers (service, data, caching)
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- infrastructure: load balancing, messaging
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- rough overview of any key algorithm that drives the service
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- consider bottlenecks and determine solutions
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- aliran:
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1. Pahami masalah dan cakupannya:
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- tentukan kasus penggunaan, dengan bantuan pewawancara
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- menyarankan fitur tambahan
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- hapus item yang dianggap pewawancara di luar jangkauan
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- asumsikan ketersediaan tinggi diperlukan, tambahkan sebagai kasus penggunaan
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2. Pikirkan tentang kendala:
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- tanyakan berapa permintaan per bulan
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- tanyakan berapa banyak permintaan per detik (mereka mungkin mengajukannya secara sukarela atau meminta Anda menghitungnya)
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- memperkirakan persentase membaca vs menulis
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- ingat aturan 80/20 saat membuat estimasi
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- berapa banyak data yang ditulis per detik
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- total penyimpanan yang dibutuhkan selama 5 tahun
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- berapa banyak data yang dibaca per detik
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3. Desain abstrak:
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- lapisan (layanan, data, caching)
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- infrastruktur: load balancing, perpesanan
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- gambaran kasar dari setiap algoritma kunci yang menggerakkan layanan
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- pertimbangkan kemacetan dan tentukan solusinya
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- Exercises:
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- [Design a CDN network: old article](http://repository.cmu.edu/cgi/viewcontent.cgi?article=2112&context=compsci)
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- [Design a random unique ID generation system](https://blog.twitter.com/2010/announcing-snowflake)
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@ -1250,10 +1251,10 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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---
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## Final Review
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## Ulasan Akhir
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This section will have shorter videos that can you watch pretty quickly to review most of the important concepts.
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It's nice if you want a refresher often.
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Bagian ini akan memiliki video pendek yang dapat Anda tonton dengan cukup cepat untuk meninjau sebagian besar konsep penting.
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Sangat menyenangkan jika Anda sering ingin penyegaran.
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- [ ] Series of 2-3 minutes short subject videos (23 videos)
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- [Videos](https://www.youtube.com/watch?v=r4r1DZcx1cM&list=PLmVb1OknmNJuC5POdcDv5oCS7_OUkDgpj&index=22)
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@ -1288,57 +1289,56 @@ You'll get more graph practice in Skiena's book (see Books section below) and th
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---
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## Coding Question Practice
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## [Latihan Pertanyaan Pemrograman
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Now that you know all the computer science topics above, it's time to practice answering coding problems.
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Sekarang setelah kamu mengetahui semua topik ilmu komputer di atas, sekarang saatnya berlatih menjawab soal coding.
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**Coding question practice is not about memorizing answers to programming problems.**
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**Latihan pertanyaan coding bukan tentang menghafal jawaban atas masalah pemrograman.**
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Why you need to practice doing programming problems:
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- problem recognition, and where the right data structures and algorithms fit in
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- gathering requirements for the problem
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- talking your way through the problem like you will in the interview
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- coding on a whiteboard or paper, not a computer
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- coming up with time and space complexity for your solutions
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- testing your solutions
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Mengapa Anda perlu berlatih mengerjakan soal pemrograman:
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- pengenalan masalah, dan di mana struktur data dan algoritme yang tepat cocok
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- mengumpulkan persyaratan untuk masalah tersebut
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- berbicara melalui masalah seperti yang akan Anda lakukan dalam wawancara
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- coding di papan tulis atau kertas, bukan di komputer
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- hadir dengan kerumitan ruang dan waktu untuk solusi Anda
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- menguji solusi Anda
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There is a great intro for methodical, communicative problem solving in an interview. You'll get this from the programming
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interview books, too, but I found this outstanding:
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Ada pengantar yang bagus untuk pemecahan masalah metodis dan komunikatif dalam sebuah wawancara. Anda akan mendapatkan ini dari buku wawancara pemrograman juga, tapi saya menemukan ini luar biasa:
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[Algorithm design canvas](http://www.hiredintech.com/algorithm-design/)
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[My Process for Coding Interview (Book) Exercises](https://googleyasheck.com/my-process-for-coding-interview-exercises/)
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No whiteboard at home? That makes sense. I'm a weirdo and have a big whiteboard. Instead of a whiteboard, pick up a
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large drawing pad from an art store. You can sit on the couch and practice. This is my "sofa whiteboard".
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I added the pen in the photo for scale. If you use a pen, you'll wish you could erase. Gets messy quick.
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Tidak ada papan tulis di rumah? Itu masuk akal. Saya orang aneh dan memiliki papan tulis besar. Alih-alih papan tulis, pilih file
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papan gambar besar dari toko seni. Anda bisa duduk di sofa dan berlatih. Ini adalah "papan tulis sofa" saya.
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Saya menambahkan pena di foto untuk skala. Jika Anda menggunakan pena, Anda pasti berharap dapat menghapusnya. Cepat berantakan.
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Supplemental:
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Tambahan:
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- [Mathematics for Topcoders](https://www.topcoder.com/community/data-science/data-science-tutorials/mathematics-for-topcoders/)
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- [Dynamic Programming – From Novice to Advanced](https://www.topcoder.com/community/data-science/data-science-tutorials/dynamic-programming-from-novice-to-advanced/)
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- [MIT Interview Materials](https://web.archive.org/web/20160906124824/http://courses.csail.mit.edu/iap/interview/materials.php)
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- [Exercises for getting better at a given language](http://exercism.io/languages)
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**Read and Do Programming Problems (in this order):**
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**Baca dan Lakukan Masalah Pemrograman (dalam urutan ini):**
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- [ ] [Programming Interviews Exposed: Secrets to Landing Your Next Job, 2nd Edition](http://www.wiley.com/WileyCDA/WileyTitle/productCd-047012167X.html)
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- answers in C, C++ and Java
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- [ ] [Cracking the Coding Interview, 6th Edition](http://www.amazon.com/Cracking-Coding-Interview-6th-Programming/dp/0984782850/)
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- answers in Java
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See [Book List above](#book-list)
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Lihat [Daftar Buku di atas](#book-list)
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## Coding exercises/challenges
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## Soal-soal Pemrograman
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Once you've learned your brains out, put those brains to work.
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Take coding challenges every day, as many as you can.
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Setelah Anda mempelajari otak Anda, gunakan otak itu untuk bekerja.
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Ambil tantangan pengkodean setiap hari, sebanyak yang Anda bisa.
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- [ ] [How to Find a Solution](https://www.topcoder.com/community/data-science/data-science-tutorials/how-to-find-a-solution/)
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- [ ] [How to Dissect a Topcoder Problem Statement](https://www.topcoder.com/community/data-science/data-science-tutorials/how-to-dissect-a-topcoder-problem-statement/)
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Challenge sites:
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Situs tantangan:
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- [LeetCode](https://leetcode.com/)
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- [TopCoder](https://www.topcoder.com/)
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- [Project Euler (math-focused)](https://projecteuler.net/index.php?section=problems)
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@ -1352,52 +1352,52 @@ Challenge sites:
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Maybe:
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- [Mock interviewers from big companies](http://www.gainlo.co/)
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## Once you're closer to the interview
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## Menjelang Proses Interview
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- [ ] Cracking The Coding Interview Set 2 (videos):
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- [ ] Cracking The Coding Interview Set 2 (video):
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- [Cracking The Code Interview](https://www.youtube.com/watch?v=4NIb9l3imAo)
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- [Cracking the Coding Interview - Fullstack Speaker Series](https://www.youtube.com/watch?v=Eg5-tdAwclo)
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- [Ask Me Anything: Gayle Laakmann McDowell (author of Cracking the Coding Interview)](https://www.youtube.com/watch?v=1fqxMuPmGak)
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## Your Resume
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## Resume Anda
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- [Ten Tips for a (Slightly) Less Awful Resume](http://steve-yegge.blogspot.co.uk/2007_09_01_archive.html)
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- See Resume prep items in Cracking The Coding Interview and back of Programming Interviews Exposed
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- Lihat Lanjutkan item persiapan di Cracking The Coding Interview dan bagian belakang Wawancara Pemrograman Terkena
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## Be thinking of for when the interview comes
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## Pikirkan saat wawancara datang
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Think of about 20 interview questions you'll get, along with the lines of the items below. Have 2-3 answers for each.
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Have a story, not just data, about something you accomplished.
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Pikirkan sekitar 20 pertanyaan wawancara yang akan Anda dapatkan, bersama dengan baris item di bawah ini. Miliki 2-3 jawaban untuk masing-masing.
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Memiliki cerita, bukan hanya data, tentang sesuatu yang Anda capai.
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- Why do you want this job?
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- What's a tough problem you've solved?
|
||||
- Biggest challenges faced?
|
||||
- Best/worst designs seen?
|
||||
- Ideas for improving an existing Google product.
|
||||
- How do you work best, as an individual and as part of a team?
|
||||
- Which of your skills or experiences would be assets in the role and why?
|
||||
- What did you most enjoy at [job x / project y]?
|
||||
- What was the biggest challenge you faced at [job x / project y]?
|
||||
- What was the hardest bug you faced at [job x / project y]?
|
||||
- What did you learn at [job x / project y]?
|
||||
- What would you have done better at [job x / project y]?
|
||||
- Mengapa Anda menginginkan pekerjaan ini?
|
||||
- Apa masalah sulit yang telah Anda selesaikan?
|
||||
- Tantangan terbesar yang dihadapi?
|
||||
- Desain terbaik / terburuk terlihat?
|
||||
- Ide untuk meningkatkan produk Google yang sudah ada.
|
||||
- Bagaimana Anda bekerja dengan baik, sebagai individu dan sebagai bagian dari tim?
|
||||
- Keterampilan atau pengalaman mana yang akan menjadi aset dalam peran tersebut dan mengapa?
|
||||
- Apa yang paling Anda nikmati di [job x / project y]?
|
||||
- Apa tantangan terbesar yang Anda hadapi di [pekerjaan x / proyek y]?
|
||||
- Bug tersulit apa yang Anda hadapi di [pekerjaan x / proyek y]?
|
||||
- Apa yang Anda pelajari di [pekerjaan x / proyek y]?
|
||||
- Apa yang akan Anda lakukan lebih baik di [pekerjaan x / proyek y]?
|
||||
|
||||
## Have questions for the interviewer
|
||||
## Bertanyalah Pada Pewawancara
|
||||
|
||||
Some of mine (I already may know answer to but want their opinion or team perspective):
|
||||
Beberapa milik saya (saya mungkin sudah tahu jawaban tetapi ingin pendapat atau perspektif tim mereka):
|
||||
|
||||
- How large is your team?
|
||||
- What does your dev cycle look like? Do you do waterfall/sprints/agile?
|
||||
- Are rushes to deadlines common? Or is there flexibility?
|
||||
- How are decisions made in your team?
|
||||
- How many meetings do you have per week?
|
||||
- Do you feel your work environment helps you concentrate?
|
||||
- What are you working on?
|
||||
- What do you like about it?
|
||||
- What is the work life like?
|
||||
- Seberapa besar tim Anda?
|
||||
- Seperti apa siklus pengembang Anda? Apakah Anda melakukan waterfall / sprint / agile?
|
||||
- Apakah terburu-buru ke tenggat waktu biasa terjadi? Atau apakah ada fleksibilitas?
|
||||
- Bagaimana keputusan dibuat dalam tim Anda?
|
||||
- Berapa banyak pertemuan yang Anda lakukan per minggu?
|
||||
- Apakah Anda merasa lingkungan kerja membantu Anda berkonsentrasi?
|
||||
- Apa yang sedang kamu kerjakan?
|
||||
- Apa yang Anda suka tentang itu?
|
||||
- Seperti apa kehidupan kerja?
|
||||
|
||||
## Once You've Got The Job
|
||||
## Saat Anda Berhasil Mendapatkan Pekerjaannya
|
||||
|
||||
Congratulations!
|
||||
|
||||
|
|
@ -1421,7 +1421,7 @@ You're never really done.
|
|||
|
||||
---
|
||||
|
||||
## Additional Books
|
||||
## Buku Tambahan
|
||||
|
||||
- [ ] [The Unix Programming Environment](http://product.half.ebay.com/The-UNIX-Programming-Environment-by-Brian-W-Kernighan-and-Rob-Pike-1983-Other/54385&tg=info)
|
||||
- an oldie but a goodie
|
||||
|
|
@ -1437,11 +1437,11 @@ You're never really done.
|
|||
- [Site Reliability Engineering: How Google Runs Production Systems](https://landing.google.com/sre/)
|
||||
- [ ] [UNIX and Linux System Administration Handbook, 4th Edition](https://www.amazon.com/UNIX-Linux-System-Administration-Handbook/dp/0131480057/)
|
||||
|
||||
## Additional Learning
|
||||
## Materi Tambahan
|
||||
|
||||
- ### Dynamic Programming
|
||||
- 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.
|
||||
- ### Pemrograman Dinamis
|
||||
- Subjek ini bisa jadi sangat sulit, karena setiap masalah yang dapat diselesaikan dalam Pemrograman Dinamis harus didefinisikan sebagai relasi rekursi, dan menyelesaikannya bisa rumit.
|
||||
- Saya sarankan untuk melihat banyak contoh masalah Pemrograman Dinamis sampai Anda memiliki pemahaman yang kuat tentang pola yang terlibat.
|
||||
- [ ] Videos:
|
||||
- the Skiena videos can be hard to follow since he sometimes uses the whiteboard, which is too small to see
|
||||
- [ ] [Skiena: CSE373 2012 - Lecture 19 - Introduction to Dynamic Programming (video)](https://youtu.be/Qc2ieXRgR0k?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1718)
|
||||
|
|
@ -1470,7 +1470,7 @@ You're never really done.
|
|||
- [ ] [C++ (video)](https://www.youtube.com/watch?v=twodd1KFfGk)
|
||||
- [ ] [Understanding Compiler Optimization (C++) (video)](https://www.youtube.com/watch?v=FnGCDLhaxKU)
|
||||
|
||||
- ### Floating Point Numbers
|
||||
- ### Angka Titik Mengambang
|
||||
- [ ] 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)
|
||||
|
||||
|
|
@ -1520,7 +1520,7 @@ You're never really done.
|
|||
- [ ] [strace](https://en.wikipedia.org/wiki/Strace)
|
||||
- [ ] [tcpdump](https://danielmiessler.com/study/tcpdump/)
|
||||
|
||||
- ### Information theory (videos)
|
||||
- ### Teori informasi (video)
|
||||
- [ ] [Khan Academy](https://www.khanacademy.org/computing/computer-science/informationtheory)
|
||||
- [ ] more about Markov processes:
|
||||
- [ ] [Core Markov Text Generation](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/waxgx/core-markov-text-generation)
|
||||
|
|
@ -1528,7 +1528,7 @@ You're never really done.
|
|||
- [ ] [Project = Markov Text Generation Walk Through](https://www.coursera.org/learn/data-structures-optimizing-performance/lecture/EUjrq/project-markov-text-generation-walk-through)
|
||||
- See more in MIT 6.050J Information and Entropy series below.
|
||||
|
||||
- ### Parity & Hamming Code (videos)
|
||||
- ### Pariti & Kode Hamming
|
||||
- [ ] [Intro](https://www.youtube.com/watch?v=q-3BctoUpHE)
|
||||
- [ ] [Parity](https://www.youtube.com/watch?v=DdMcAUlxh1M)
|
||||
- [ ] Hamming Code:
|
||||
|
|
@ -1536,20 +1536,20 @@ You're never really done.
|
|||
- [Error correction](https://www.youtube.com/watch?v=JAMLuxdHH8o)
|
||||
- [ ] [Error Checking](https://www.youtube.com/watch?v=wbH2VxzmoZk)
|
||||
|
||||
- ### Entropy
|
||||
- also see videos below
|
||||
- make sure to watch information theory videos first
|
||||
- ### Entropi
|
||||
- lihat juga video di bawah ini
|
||||
- pastikan untuk menonton video teori informasi terlebih dahulu
|
||||
- [ ] [Information Theory, Claude Shannon, Entropy, Redundancy, Data Compression & Bits (video)](https://youtu.be/JnJq3Py0dyM?t=176)
|
||||
|
||||
- ### Cryptography
|
||||
- also see videos below
|
||||
- make sure to watch information theory videos first
|
||||
- ### Kriptografi
|
||||
- lihat juga video di bawah ini
|
||||
- pastikan untuk menonton video teori informasi terlebih dahulu
|
||||
- [ ] [Khan Academy Series](https://www.khanacademy.org/computing/computer-science/cryptography)
|
||||
- [ ] [Cryptography: Hash Functions](https://www.youtube.com/watch?v=KqqOXndnvic&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=30)
|
||||
- [ ] [Cryptography: Encryption](https://www.youtube.com/watch?v=9TNI2wHmaeI&index=31&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
|
||||
- ### Compression
|
||||
- make sure to watch information theory videos first
|
||||
- ### Kompresi
|
||||
- pastikan untuk menonton video teori informasi terlebih dahulu
|
||||
- [ ] Computerphile (videos):
|
||||
- [ ] [Compression](https://www.youtube.com/watch?v=Lto-ajuqW3w)
|
||||
- [ ] [Entropy in Compression](https://www.youtube.com/watch?v=M5c_RFKVkko)
|
||||
|
|
@ -1560,8 +1560,8 @@ 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**
|
||||
- ### Jaringan
|
||||
- **jika Anda memiliki pengalaman jaringan atau ingin menjadi insinyur sistem, tunggu pertanyaan**
|
||||
- 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)
|
||||
|
|
@ -1574,7 +1574,7 @@ You're never really done.
|
|||
- [ ] [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)
|
||||
|
||||
- ### 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)
|
||||
- [ ] [Control Hijacking Attacks](https://www.youtube.com/watch?v=6bwzNg5qQ0o&list=PLUl4u3cNGP62K2DjQLRxDNRi0z2IRWnNh&index=2)
|
||||
|
|
@ -1595,11 +1595,11 @@ You're never really done.
|
|||
- [ ] [Deep Dive Java: Garbage Collection is Good!](https://www.infoq.com/presentations/garbage-collection-benefits)
|
||||
- [ ] [Deep Dive Python: Garbage Collection in CPython (video)](https://www.youtube.com/watch?v=P-8Z0-MhdQs&list=PLdzf4Clw0VbOEWOS_sLhT_9zaiQDrS5AR&index=3)
|
||||
|
||||
- ### Parallel Programming
|
||||
- ### Pemrograman Paralel
|
||||
- [ ] [Coursera (Scala)](https://www.coursera.org/learn/parprog1/home/week/1)
|
||||
- [ ] [Efficient Python for High Performance Parallel Computing (video)](https://www.youtube.com/watch?v=uY85GkaYzBk)
|
||||
|
||||
- ### Messaging, Serialization, and Queueing Systems
|
||||
- ### Pengiriman Pesan, Serialisasi, dan Sistem Queueing
|
||||
- [ ] [Thrift](https://thrift.apache.org/)
|
||||
- [Tutorial](http://thrift-tutorial.readthedocs.io/en/latest/intro.html)
|
||||
- [ ] [Protocol Buffers](https://developers.google.com/protocol-buffers/)
|
||||
|
|
@ -1842,141 +1842,198 @@ You're never really done.
|
|||
|
||||
--
|
||||
|
||||
## Additional Detail on Some Subjects
|
||||
## Detail Tambahan tentang Beberapa Subjek
|
||||
|
||||
I added these to reinforce some ideas already presented above, but didn't want to include them
|
||||
above because it's just too much. It's easy to overdo it on a subject.
|
||||
You want to get hired in this century, right?
|
||||
Saya menambahkan ini untuk memperkuat beberapa ide yang sudah disajikan di atas, tetapi tidak ingin memasukkannya di atas karena terlalu banyak. Sangat mudah untuk melakukannya secara berlebihan pada suatu subjek.
|
||||
Anda ingin dipekerjakan di abad ini, bukan?
|
||||
|
||||
- [ ] **Union-Find**
|
||||
- [ ] [Overview](https://www.coursera.org/learn/data-structures/lecture/JssSY/overview)
|
||||
- [ ] [Naive Implementation](https://www.coursera.org/learn/data-structures/lecture/EM5D0/naive-implementations)
|
||||
- [ ] [Trees](https://www.coursera.org/learn/data-structures/lecture/Mxu0w/trees)
|
||||
- [ ] [Union By Rank](https://www.coursera.org/learn/data-structures/lecture/qb4c2/union-by-rank)
|
||||
- [ ] [Path Compression](https://www.coursera.org/learn/data-structures/lecture/Q9CVI/path-compression)
|
||||
- [ ] [Analysis Options](https://www.coursera.org/learn/data-structures/lecture/GQQLN/analysis-optional)
|
||||
- **SOLID**
|
||||
- [ ] [Bob Martin SOLID Principles of Object Oriented and Agile Design (video)](https://www.youtube.com/watch?v=TMuno5RZNeE)
|
||||
- [ ] S - [Single Responsibility Principle (Prinsip Tanggung Jawab Tunggal)](http://www.oodesign.com/single-responsibility-principle.html) | [Tanggung jawab tunggal untuk setiap Objek](http://www.javacodegeeks.com/2011/11/solid-single-responsibility-principle.html)
|
||||
- [lebih banyak rasa](https://docs.google.com/open?id=0ByOwmqah_nuGNHEtcU5OekdDMkk)
|
||||
- [ ] O - [Open/Closed Principle (Prinsip Terbuka / Tertutup)](http://www.oodesign.com/open-close-principle.html) | [Pada tingkat produksi, Objek siap untuk ekstensi tetapi tidak untuk modifikasi](https://en.wikipedia.org/wiki/Open/closed_principle)
|
||||
- [lebih banyak rasa](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgN2M5MTkwM2EtNWFkZC00ZTI3LWFjZTUtNTFhZGZiYmUzODc1&hl=en)
|
||||
- [ ] L - [Liskov Substitution Principle (Prinsip Substitusi Liskov)](http://www.oodesign.com/liskov-s-substitution-principle.html) | [Class Dasar dan Class Turunan mengikuti prinsip 'IS A'](http://stackoverflow.com/questions/56860/what-is-the-liskov-substitution-principle)
|
||||
- [lebih banyak rasa](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgNzAzZjA5ZmItNjU3NS00MzQ5LTkwYjMtMDJhNDU5ZTM0MTlh&hl=en)
|
||||
- [ ] I - [Interface segregation principle (Prinsip pemisahan antarmuka)](http://www.oodesign.com/interface-segregation-principle.html) | klien tidak boleh dipaksa untuk mengimplementasikan antarmuka yang tidak mereka gunakan
|
||||
- [Prinsip Pemisahan Antarmuka dalam 5 menit (video)](https://www.youtube.com/watch?v=3CtAfl7aXAQ)
|
||||
- [lebih banyak rasa](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgOTViYjJhYzMtMzYxMC00MzFjLWJjMzYtOGJiMDc5N2JkYmJi&hl=en)
|
||||
- [ ] D - [Dependency Inversion principle (Prinsip Ketergantungan Inversi)](http://www.oodesign.com/dependency-inversion-principle.html) | Kurangi dependency dalam komposisi objek.
|
||||
- [Mengapa Prinsip Pembalikan Ketergantungan Dan Mengapa Itu Penting](http://stackoverflow.com/questions/62539/what-is-the-dependency-inversion-principle-and-why-is-it-important)
|
||||
- [lebih banyak rasa](http://docs.google.com/a/cleancoder.com/viewer?a=v&pid=explorer&chrome=true&srcid=0BwhCYaYDn8EgMjdlMWIzNGUtZTQ0NC00ZjQ5LTkwYzQtZjRhMDRlNTQ3ZGMz&hl=en)
|
||||
|
||||
- [ ] **More Dynamic Programming** (videos)
|
||||
- [ ] [6.006: Dynamic Programming I: Fibonacci, Shortest Paths](https://www.youtube.com/watch?v=OQ5jsbhAv_M&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=19)
|
||||
- [ ] [6.006: Dynamic Programming II: Text Justification, Blackjack](https://www.youtube.com/watch?v=ENyox7kNKeY&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=20)
|
||||
- [ ] [6.006: DP III: Parenthesization, Edit Distance, Knapsack](https://www.youtube.com/watch?v=ocZMDMZwhCY&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=21)
|
||||
- [ ] [6.006: DP IV: Guitar Fingering, Tetris, Super Mario Bros.](https://www.youtube.com/watch?v=tp4_UXaVyx8&index=22&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb)
|
||||
- [ ] [6.046: Dynamic Programming & Advanced DP](https://www.youtube.com/watch?v=Tw1k46ywN6E&index=14&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
- [ ] [6.046: Dynamic Programming: All-Pairs Shortest Paths](https://www.youtube.com/watch?v=NzgFUwOaoIw&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=15)
|
||||
- [ ] [6.046: Dynamic Programming (student recitation)](https://www.youtube.com/watch?v=krZI60lKPek&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=12)
|
||||
|
||||
- [ ] **Advanced Graph Processing** (videos)
|
||||
- [ ] [Synchronous Distributed Algorithms: Symmetry-Breaking. Shortest-Paths Spanning Trees](https://www.youtube.com/watch?v=mUBmcbbJNf4&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=27)
|
||||
- [ ] [Asynchronous Distributed Algorithms: Shortest-Paths Spanning Trees](https://www.youtube.com/watch?v=kQ-UQAzcnzA&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=28)
|
||||
- **Union-Find**
|
||||
- [Gambaran](https://www.coursera.org/learn/data-structures/lecture/JssSY/overview)
|
||||
- [Implementasi yang Naif](https://www.coursera.org/learn/data-structures/lecture/EM5D0/naive-implementations)
|
||||
- [Pohon](https://www.coursera.org/learn/data-structures/lecture/Mxu0w/trees)
|
||||
- [Union Berdasarkan Pangkat](https://www.coursera.org/learn/data-structures/lecture/qb4c2/union-by-rank)
|
||||
- [Kompresi Jalur](https://www.coursera.org/learn/data-structures/lecture/Q9CVI/path-compression)
|
||||
- [Opsi Analisis](https://www.coursera.org/learn/data-structures/lecture/GQQLN/analysis-optional)
|
||||
|
||||
- [ ] MIT **Probability** (mathy, and go slowly, which is good for mathy things) (videos):
|
||||
- [ ] [MIT 6.042J - Probability Introduction](https://www.youtube.com/watch?v=SmFwFdESMHI&index=18&list=PLB7540DEDD482705B)
|
||||
- [ ] [MIT 6.042J - Conditional Probability](https://www.youtube.com/watch?v=E6FbvM-FGZ8&index=19&list=PLB7540DEDD482705B)
|
||||
- [ ] [MIT 6.042J - Independence](https://www.youtube.com/watch?v=l1BCv3qqW4A&index=20&list=PLB7540DEDD482705B)
|
||||
- [ ] [MIT 6.042J - Random Variables](https://www.youtube.com/watch?v=MOfhhFaQdjw&list=PLB7540DEDD482705B&index=21)
|
||||
- [ ] [MIT 6.042J - Expectation I](https://www.youtube.com/watch?v=gGlMSe7uEkA&index=22&list=PLB7540DEDD482705B)
|
||||
- [ ] [MIT 6.042J - Expectation II](https://www.youtube.com/watch?v=oI9fMUqgfxY&index=23&list=PLB7540DEDD482705B)
|
||||
- [ ] [MIT 6.042J - Large Deviations](https://www.youtube.com/watch?v=q4mwO2qS2z4&index=24&list=PLB7540DEDD482705B)
|
||||
- [ ] [MIT 6.042J - Random Walks](https://www.youtube.com/watch?v=56iFMY8QW2k&list=PLB7540DEDD482705B&index=25)
|
||||
- **Lebih banyak Pemrograman Dinamis** (videos)
|
||||
- [6.006: Pemrograman Dinamis I: Fibonacci, Jalur Terpendek](https://www.youtube.com/watch?v=OQ5jsbhAv_M&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=19)
|
||||
- [6.006: Pemrograman Dinamis II: Justifikasi Teks, Blackjack](https://www.youtube.com/watch?v=ENyox7kNKeY&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=20)
|
||||
- [6.006: DP III: Tanda kurung, Edit Jarak, Knapsack](https://www.youtube.com/watch?v=ocZMDMZwhCY&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=21)
|
||||
- [6.006: DP IV: Guitar Fingering, Tetris, Super Mario Bros.](https://www.youtube.com/watch?v=tp4_UXaVyx8&index=22&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb)
|
||||
- [6.046: Pemrograman Dinamis & DP Lanjutan](https://www.youtube.com/watch?v=Tw1k46ywN6E&index=14&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
- [6.046: Pemrograman Dinamis: Jalur Terpendek Semua Pasangan](https://www.youtube.com/watch?v=NzgFUwOaoIw&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=15)
|
||||
- [6.046: Pemrograman Dinamis (pengkajian siswa)](https://www.youtube.com/watch?v=krZI60lKPek&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=12)
|
||||
|
||||
- [ ] [Simonson: Approximation Algorithms (video)](https://www.youtube.com/watch?v=oDniZCmNmNw&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=19)
|
||||
- **Pemrosesan Graph Lanjutan** (video)
|
||||
- [Algoritma Terdistribusi Sinkron: Pemutusan Simetri. Jalur Terpendek yang Merentangkan Pohon](https://www.youtube.com/watch?v=mUBmcbbJNf4&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=27)
|
||||
- [Algoritma Terdistribusi Asynchronous: Shortest-Paths Spanning Trees](https://www.youtube.com/watch?v=kQ-UQAzcnzA&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp&index=28)
|
||||
|
||||
- [ ] **String Matching**
|
||||
- [ ] Rabin-Karp (videos):
|
||||
- [Rabin Karps Algorithm](https://www.coursera.org/learn/data-structures/lecture/c0Qkw/rabin-karps-algorithm)
|
||||
- [Precomputing](https://www.coursera.org/learn/data-structures/lecture/nYrc8/optimization-precomputation)
|
||||
- [Optimization: Implementation and Analysis](https://www.coursera.org/learn/data-structures/lecture/h4ZLc/optimization-implementation-and-analysis)
|
||||
- [Table Doubling, Karp-Rabin](https://www.youtube.com/watch?v=BRO7mVIFt08&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=9)
|
||||
- [Rolling Hashes, Amortized Analysis](https://www.youtube.com/watch?v=w6nuXg0BISo&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=32)
|
||||
- [ ] Knuth-Morris-Pratt (KMP):
|
||||
- [TThe Knuth-Morris-Pratt (KMP) String Matching Algorithm](https://www.youtube.com/watch?v=5i7oKodCRJo)
|
||||
- [ ] Boyer–Moore string search algorithm
|
||||
- [Boyer-Moore String Search Algorithm](https://en.wikipedia.org/wiki/Boyer%E2%80%93Moore_string_search_algorithm)
|
||||
- [Advanced String Searching Boyer-Moore-Horspool Algorithms (video)](https://www.youtube.com/watch?v=QDZpzctPf10)
|
||||
- [ ] [Coursera: Algorithms on Strings](https://www.coursera.org/learn/algorithms-on-strings/home/week/1)
|
||||
- starts off great, but by the time it gets past KMP it gets more complicated than it needs to be
|
||||
- nice explanation of tries
|
||||
- can be skipped
|
||||
- MIT **Probabilitas** (matematika, dan lakukan perlahan, yang bagus untuk hal-hal matematika) (video):
|
||||
- [MIT 6.042J - Pengenalan Probabilitas](https://www.youtube.com/watch?v=SmFwFdESMHI&index=18&list=PLB7540DEDD482705B)
|
||||
- [MIT 6.042J - Probabilitas Bersyarat](https://www.youtube.com/watch?v=E6FbvM-FGZ8&index=19&list=PLB7540DEDD482705B)
|
||||
- [DENGAN 6.042J - Kemerdekaan](https://www.youtube.com/watch?v=l1BCv3qqW4A&index=20&list=PLB7540DEDD482705B)
|
||||
- [MIT 6.042J - Variabel Acak](https://www.youtube.com/watch?v=MOfhhFaQdjw&list=PLB7540DEDD482705B&index=21)
|
||||
- [MIT 6.042J - Harapan I.](https://www.youtube.com/watch?v=gGlMSe7uEkA&index=22&list=PLB7540DEDD482705B)
|
||||
- [MIT 6.042J - Harapan II](https://www.youtube.com/watch?v=oI9fMUqgfxY&index=23&list=PLB7540DEDD482705B)
|
||||
- [MIT 6.042J - Penyimpangan Besar](https://www.youtube.com/watch?v=q4mwO2qS2z4&index=24&list=PLB7540DEDD482705B)
|
||||
- [MIT 6.042J - Jalan Acak](https://www.youtube.com/watch?v=56iFMY8QW2k&list=PLB7540DEDD482705B&index=25)
|
||||
|
||||
- [ ] **Sorting**
|
||||
- [Simonson: Algoritma Perkiraan (video)](https://www.youtube.com/watch?v=oDniZCmNmNw&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=19)
|
||||
|
||||
- [ ] Stanford lectures on sorting:
|
||||
- [ ] [Lecture 15 | Programming Abstractions (video)](https://www.youtube.com/watch?v=ENp00xylP7c&index=15&list=PLFE6E58F856038C69)
|
||||
- [ ] [Lecture 16 | Programming Abstractions (video)](https://www.youtube.com/watch?v=y4M9IVgrVKo&index=16&list=PLFE6E58F856038C69)
|
||||
- [ ] Shai Simonson, [Aduni.org](http://www.aduni.org/):
|
||||
- [ ] [Algorithms - Sorting - Lecture 2 (video)](https://www.youtube.com/watch?v=odNJmw5TOEE&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=2)
|
||||
- [ ] [Algorithms - Sorting II - Lecture 3 (video)](https://www.youtube.com/watch?v=hj8YKFTFKEE&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=3)
|
||||
- [ ] Steven Skiena lectures on sorting:
|
||||
- [ ] [lecture begins at 26:46 (video)](https://youtu.be/ute-pmMkyuk?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1600)
|
||||
- [ ] [lecture begins at 27:40 (video)](https://www.youtube.com/watch?v=yLvp-pB8mak&index=8&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
|
||||
- [ ] [lecture begins at 35:00 (video)](https://www.youtube.com/watch?v=q7K9otnzlfE&index=9&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
|
||||
- [ ] [lecture begins at 23:50 (video)](https://www.youtube.com/watch?v=TvqIGu9Iupw&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=10)
|
||||
- **Pencocokan String**
|
||||
- Rabin-Karp (videos):
|
||||
- [Algoritma Rabin Karps](https://www.coursera.org/learn/data-structures/lecture/c0Qkw/rabin-karps-algorithm)
|
||||
- [Prekomputasi](https://www.coursera.org/learn/data-structures/lecture/nYrc8/optimization-precomputation)
|
||||
- [Optimasi: Implementasi dan Analisis](https://www.coursera.org/learn/data-structures/lecture/h4ZLc/optimization-implementation-and-analysis)
|
||||
- [Penggandaan Meja, Karp-Rabin](https://www.youtube.com/watch?v=BRO7mVIFt08&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=9)
|
||||
- [Rolling Hashes, Analisis Amortisasi](https://www.youtube.com/watch?v=w6nuXg0BISo&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&index=32)
|
||||
- Knuth-Morris-Pratt (KMP):
|
||||
- [Algoritma Pencocokan String Knuth-Morris-Pratt (KMP)](https://www.youtube.com/watch?v=5i7oKodCRJo)
|
||||
- Algoritma pencarian string Boyer – Moore
|
||||
- [Algoritma Pencarian String Boyer-Moore](https://en.wikipedia.org/wiki/Boyer%E2%80%93Moore_string_search_algorithm)
|
||||
- [Algoritma Boyer-Moore-Horspool Pencarian String Lanjutan (video)](https://www.youtube.com/watch?v=QDZpzctPf10)
|
||||
- [Coursera: Algoritma pada String](https://www.coursera.org/learn/algorithms-on-strings/home/week/1)
|
||||
- dimulai dengan baik, tetapi pada saat melewati KMP, hal itu menjadi lebih rumit dari yang seharusnya
|
||||
- penjelasan yang bagus tentang percobaan
|
||||
- bisa dilewati
|
||||
|
||||
## Video Series
|
||||
- **Penyortiran**
|
||||
|
||||
Sit back and enjoy. "Netflix and skill" :P
|
||||
- Kuliah Stanford tentang penyortiran:
|
||||
- [Kuliah 15 | Abstraksi Pemrograman (video)](https://www.youtube.com/watch?v=ENp00xylP7c&index=15&list=PLFE6E58F856038C69)
|
||||
- [Kuliah 16 | Abstraksi Pemrograman (video)](https://www.youtube.com/watch?v=y4M9IVgrVKo&index=16&list=PLFE6E58F856038C69)
|
||||
- Shai Simonson, [Aduni.org](http://www.aduni.org/):
|
||||
- [Algoritma - Sortasi - Kuliah 2 (video)](https://www.youtube.com/watch?v=odNJmw5TOEE&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=2)
|
||||
- [Algoritma - Sorting II - Kuliah 3 (video)](https://www.youtube.com/watch?v=hj8YKFTFKEE&list=PLFDnELG9dpVxQCxuD-9BSy2E7BWY3t5Sm&index=3)
|
||||
- Steven Skiena memberi kuliah tentang penyortiran:
|
||||
- [kuliah dimulai pada 26:46 (video)](https://youtu.be/ute-pmMkyuk?list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&t=1600)
|
||||
- [kuliah dimulai pada 27:40 (video)](https://www.youtube.com/watch?v=yLvp-pB8mak&index=8&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
|
||||
- [kuliah dimulai pada 35:00 (video)](https://www.youtube.com/watch?v=q7K9otnzlfE&index=9&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b)
|
||||
- [kuliah dimulai pada 23:50 (video)](https://www.youtube.com/watch?v=TvqIGu9Iupw&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=10)
|
||||
|
||||
- [ ] [List of individual Dynamic Programming problems (each is short)](https://www.youtube.com/playlist?list=PLrmLmBdmIlpsHaNTPP_jHHDx_os9ItYXr)
|
||||
## Seri Video
|
||||
|
||||
- [ ] [x86 Architecture, Assembly, Applications (11 videos)](https://www.youtube.com/playlist?list=PL038BE01D3BAEFDB0)
|
||||
Duduk dan nikmati. "Netflix dan keterampilan": P
|
||||
|
||||
- [ ] [MIT 18.06 Linear Algebra, Spring 2005 (35 videos)](https://www.youtube.com/playlist?list=PLE7DDD91010BC51F8)
|
||||
- [Daftar masalah Pemrograman Dinamis individu (masing-masing pendek)](https://www.youtube.com/playlist?list=PLrmLmBdmIlpsHaNTPP_jHHDx_os9ItYXr)
|
||||
|
||||
- [ ] [Excellent - MIT Calculus Revisited: Single Variable Calculus](https://www.youtube.com/playlist?list=PL3B08AE665AB9002A)
|
||||
- [x86 Arsitektur, Perakitan, Aplikasi (11 video)](https://www.youtube.com/playlist?list=PL038BE01D3BAEFDB0)
|
||||
|
||||
- [ ] [Computer Science 70, 001 - Spring 2015 - Discrete Mathematics and Probability Theory](https://www.youtube.com/playlist?list=PL-XXv-cvA_iD8wQm8U0gG_Z1uHjImKXFy)
|
||||
- [MIT 18.06 Linear Aljabar, Musim Semi 2005 (35 video)](https://www.youtube.com/playlist?list=PLE7DDD91010BC51F8)
|
||||
|
||||
- [ ] [Discrete Mathematics by Shai Simonson (19 videos)](https://www.youtube.com/playlist?list=PL3o9D4Dl2FJ9q0_gtFXPh_H4POI5dK0yG)
|
||||
- [Luar Biasa - MIT Calculus Revisited: Single Variable Calculus](https://www.youtube.com/playlist?list=PL3B08AE665AB9002A)
|
||||
|
||||
- [ ] [Discrete Mathematics Part 1 by Sarada Herke (5 videos)](https://www.youtube.com/playlist?list=PLGxuz-nmYlQPOc4w1Kp2MZrdqOOm4Jxeo)
|
||||
- [Ilmu Komputer 70, 001 - Musim Semi 2015 - Matematika Diskrit dan Teori Probabilitas](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs70-spring2015-berkeley.html)
|
||||
|
||||
- [ ] CSE373 - Analysis of Algorithms (25 videos)
|
||||
- [Skiena lectures from Algorithm Design Manual](https://www.youtube.com/watch?v=ZFjhkohHdAA&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=1)
|
||||
- [Matematika Diskrit oleh Shai Simonson (19 video)](https://www.youtube.com/playlist?list=PL3o9D4Dl2FJ9q0_gtFXPh_H4POI5dK0yG)
|
||||
|
||||
- [ ] [UC Berkeley 61B (Spring 2014): Data Structures (25 videos)](https://www.youtube.com/watch?v=mFPmKGIrQs4&list=PL-XXv-cvA_iAlnI-BQr9hjqADPBtujFJd)
|
||||
- [Matematika Diskrit Bagian 1 oleh Sarada Herke (5 video)](https://www.youtube.com/playlist?list=PLGxuz-nmYlQPOc4w1Kp2MZrdqOOm4Jxeo)
|
||||
|
||||
- [ ] [UC Berkeley 61B (Fall 2006): Data Structures (39 videos)](https://www.youtube.com/playlist?list=PL4BBB74C7D2A1049C)
|
||||
- CSE373 - Analysis of Algorithms (25 videos)
|
||||
- [Kuliah Skiena dari Algoritma Design Manual](https://www.youtube.com/watch?v=ZFjhkohHdAA&list=PLOtl7M3yp-DV69F32zdK7YJcNXpTunF2b&index=1)
|
||||
|
||||
- [ ] [UC Berkeley 61C: Machine Structures (26 videos)](https://www.youtube.com/watch?v=gJJeUFyuvvg&list=PL-XXv-cvA_iCl2-D-FS5mk0jFF6cYSJs_)
|
||||
- [UC Berkeley 61B (Musim Semi 2014): Struktur Data (25 video)](https://archive.org/details/ucberkeley-webcast-PL-XXv-cvA_iAlnI-BQr9hjqADPBtujFJd)
|
||||
|
||||
- [ ] [OOSE: Software Dev Using UML and Java (21 videos)](https://www.youtube.com/playlist?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
|
||||
- [UC Berkeley 61B (Musim Gugur 2006): Struktur Data (39 video)](https://archive.org/details/ucberkeley-webcast-PL4BBB74C7D2A1049C)
|
||||
|
||||
- [ ] [UC Berkeley CS 152: Computer Architecture and Engineering (20 videos)](https://www.youtube.com/watch?v=UH0QYvtP7Rk&index=20&list=PLkFD6_40KJIwEiwQx1dACXwh-2Fuo32qr)
|
||||
- [UC Berkeley 61C: Struktur Mesin (26 video)](https://archive.org/details/ucberkeley-webcast-PL-XXv-cvA_iCl2-D-FS5mk0jFF6cYSJs_)
|
||||
|
||||
- [ ] [MIT 6.004: Computation Structures (49 videos)](https://www.youtube.com/playlist?list=PLrRW1w6CGAcXbMtDFj205vALOGmiRc82-)
|
||||
- [OOSE: Software Dev Menggunakan UML dan Java (21 video)](https://www.youtube.com/playlist?list=PLJ9pm_Rc9HesnkwKlal_buSIHA-jTZMpO)
|
||||
|
||||
- [ ] [Carnegie Mellon - Computer Architecture Lectures (39 videos)](https://www.youtube.com/playlist?list=PL5PHm2jkkXmi5CxxI7b3JCL1TWybTDtKq)
|
||||
- ~~ [UC Berkeley CS 152: Arsitektur dan Teknik Komputer (20 video)](https://www.youtube.com/watch?v=UH0QYvtP7Rk&index=20&list=PLkFD6_40KJIwEiwQx1dACXwh-2Fuo32qr)~~
|
||||
|
||||
- [ ] [MIT 6.006: Intro to Algorithms (47 videos)](https://www.youtube.com/watch?v=HtSuA80QTyo&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&nohtml5=False)
|
||||
- [MIT 6.004: Struktur Komputasi (49 video)](https://www.youtube.com/playlist?list=PLDSlqjcPpoL64CJdF0Qee5oWqGS6we_Yu)
|
||||
|
||||
- [ ] [MIT 6.033: Computer System Engineering (22 videos)](https://www.youtube.com/watch?v=zm2VP0kHl1M&list=PL6535748F59DCA484)
|
||||
- [Carnegie Mellon - Kuliah Arsitektur Komputer (39 video)](https://www.youtube.com/playlist?list=PL5PHm2jkkXmi5CxxI7b3JCL1TWybTDtKq)
|
||||
|
||||
- [ ] [MIT 6.034 Artificial Intelligence, Fall 2010 (30 videos)](https://www.youtube.com/playlist?list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi)
|
||||
- [MIT 6.006: Pengantar Algoritma (47 video)](https://www.youtube.com/watch?v=HtSuA80QTyo&list=PLUl4u3cNGP61Oq3tWYp6V_F-5jb5L2iHb&nohtml5=False)
|
||||
|
||||
- [ ] [MIT 6.042J: Mathematics for Computer Science, Fall 2010 (25 videos)](https://www.youtube.com/watch?v=L3LMbpZIKhQ&list=PLB7540DEDD482705B)
|
||||
- [MIT 6.033: Teknik Sistem Komputer (22 video)](https://www.youtube.com/watch?v=zm2VP0kHl1M&list=PL6535748F59DCA484)
|
||||
|
||||
- [ ] [MIT 6.046: Design and Analysis of Algorithms (34 videos)](https://www.youtube.com/watch?v=2P-yW7LQr08&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
- [MIT 6.034 Artificial Intelligence, Fall 2010 (30 video)](https://www.youtube.com/playlist?list=PLUl4u3cNGP63gFHB6xb-kVBiQHYe_4hSi)
|
||||
|
||||
- [ ] [MIT 6.050J: Information and Entropy, Spring 2008 (19 videos)](https://www.youtube.com/watch?v=phxsQrZQupo&list=PL_2Bwul6T-A7OldmhGODImZL8KEVE38X7)
|
||||
- [MIT 6.042J: Matematika untuk Ilmu Komputer, Musim Gugur 2010 (25 video)](https://www.youtube.com/watch?v=L3LMbpZIKhQ&list=PLB7540DEDD482705B)
|
||||
|
||||
- [ ] [MIT 6.851: Advanced Data Structures (22 videos)](https://www.youtube.com/watch?v=T0yzrZL1py0&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf&index=1)
|
||||
- [MIT 6.046: Desain dan Analisis Algoritma (34 video)](https://www.youtube.com/watch?v=2P-yW7LQr08&list=PLUl4u3cNGP6317WaSNfmCvGym2ucw3oGp)
|
||||
|
||||
- [ ] [MIT 6.854: Advanced Algorithms, Spring 2016 (24 videos)](https://www.youtube.com/playlist?list=PL6ogFv-ieghdoGKGg2Bik3Gl1glBTEu8c)
|
||||
- [MIT 6.050J: Information and Entropy, Spring 2008 (19 video)](https://www.youtube.com/watch?v=phxsQrZQupo&list=PL_2Bwul6T-A7OldmhGODImZL8KEVE38X7)
|
||||
|
||||
- [ ] [Harvard COMPSCI 224: Advanced Algorithms (25 videos)](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf)
|
||||
- [MIT 6.851: Struktur Data Lanjutan (22 video)](https://www.youtube.com/watch?v=T0yzrZL1py0&list=PLUl4u3cNGP61hsJNdULdudlRL493b-XZf&index=1)
|
||||
|
||||
- [ ] [MIT 6.858 Computer Systems Security, Fall 2014](https://www.youtube.com/watch?v=GqmQg-cszw4&index=1&list=PLUl4u3cNGP62K2DjQLRxDNRi0z2IRWnNh)
|
||||
- [MIT 6.854: Algoritma Lanjutan, Musim Semi 2016 (24 video)](https://www.youtube.com/playlist?list=PL6ogFv-ieghdoGKGg2Bik3Gl1glBTEu8c)
|
||||
|
||||
- [ ] [Stanford: Programming Paradigms (27 videos)](https://www.youtube.com/view_play_list?p=9D558D49CA734A02)
|
||||
- [Harvard COMPSCI 224: Algoritma Lanjutan (25 video)](https://www.youtube.com/playlist?list=PL2SOU6wwxB0uP4rJgf5ayhHWgw7akUWSf)
|
||||
|
||||
- [ ] [Introduction to Cryptography by Christof Paar](https://www.youtube.com/playlist?list=PL6N5qY2nvvJE8X75VkXglSrVhLv1tVcfy)
|
||||
- [Course Website along with Slides and Problem Sets](http://www.crypto-textbook.com/)
|
||||
- [MIT 6.858 Computer Systems Security, Musim Gugur 2014](https://www.youtube.com/watch?v=GqmQg-cszw4&index=1&list=PLUl4u3cNGP62K2DjQLRxDNRi0z2IRWnNh)
|
||||
|
||||
- [ ] [Mining Massive Datasets - Stanford University (94 videos)](https://www.youtube.com/playlist?list=PLLssT5z_DsK9JDLcT8T62VtzwyW9LNepV)
|
||||
- [Stanford: Paradigma Pemrograman (27 video)](https://www.youtube.com/view_play_list?p=9D558D49CA734A02)
|
||||
|
||||
- [ ] [Graph Theory by Sarada Herke (67 videos)](https://www.youtube.com/user/DrSaradaHerke/playlists?shelf_id=5&view=50&sort=dd)
|
||||
- [Pengantar Kriptografi oleh Christof Paar](https://www.youtube.com/playlist?list=PL6N5qY2nvvJE8X75VkXglSrVhLv1tVcfy)
|
||||
- [Situs Kursus bersama dengan Slide dan Kumpulan Soal](http://www.crypto-textbook.com/)
|
||||
|
||||
## Computer Science Courses
|
||||
- [Menambang Kumpulan Data Besar-besaran - Universitas Stanford (94 video)](https://www.youtube.com/playlist?list=PLLssT5z_DsK9JDLcT8T62VtzwyW9LNepV)
|
||||
|
||||
- [Directory of Online CS Courses](https://github.com/open-source-society/computer-science)
|
||||
- [Directory of CS Courses (many with online lectures)](https://github.com/prakhar1989/awesome-courses)
|
||||
- [Teori Grafik oleh Sarada Herke (67 video)](https://www.youtube.com/user/DrSaradaHerke/playlists?shelf_id=5&view=50&sort=dd)
|
||||
|
||||
## Kursus Ilmu Komputer
|
||||
|
||||
- [Direktori Kursus CS Online](https://github.com/open-source-society/computer-science)
|
||||
- [Direktori Kursus CS (banyak dengan kuliah online)](https://github.com/prakhar1989/awesome-courses)
|
||||
|
||||
## Implementasi Algoritma
|
||||
|
||||
- [Implementasi Berbagai Algoritma oleh Princeton University)](https://algs4.cs.princeton.edu/code)
|
||||
|
||||
## Dokumen
|
||||
|
||||
- [Suka makalah klasik?](https://www.cs.cmu.edu/~crary/819-f09/)
|
||||
- [1978: Mengkomunikasikan Proses Berurutan](http://spinroot.com/courses/summer/Papers/hoare_1978.pdf)
|
||||
- [implementasi di Go](https://godoc.org/github.com/thomas11/csp)
|
||||
- [2003: Sistem Berkas Google](http://static.googleusercontent.com/media/research.google.com/en//archive/gfs-sosp2003.pdf)
|
||||
- digantikan oleh Colossus pada tahun 2012
|
||||
- [2004: MapReduce: Pemrosesan Data yang Disederhanakan pada Kluster Besar](http://static.googleusercontent.com/media/research.google.com/en//archive/mapreduce-osdi04.pdf)
|
||||
- kebanyakan digantikan oleh Cloud Dataflow?
|
||||
- [2006: Bigtable: Sistem Penyimpanan Terdistribusi untuk Data Terstruktur](https://static.googleusercontent.com/media/research.google.com/en//archive/bigtable-osdi06.pdf)
|
||||
- [Melihat ke dalam Google BigQuery](https://cloud.google.com/files/BigQueryTechnicalWP.pdf)
|
||||
- [2006: Layanan Chubby Lock untuk Sistem Terdistribusi yang Dirangkai Secara Longgar](https://research.google.com/archive/chubby-osdi06.pdf)
|
||||
- [2007: Dynamo: Toko Nilai Kunci Amazon yang Sangat Tersedia](http://s3.amazonaws.com/AllThingsDistributed/sosp/amazon-dynamo-sosp2007.pdf)
|
||||
- Makalah Dynamo memulai revolusi NoSQL
|
||||
- [2007: Yang Harus Diketahui Setiap Programmer Tentang Memori (sangat panjang, dan penulis mendorong untuk melewatkan beberapa bagian)](https://www.akkadia.org/drepper/cpumemory.pdf)
|
||||
- [2010: Dapper, Infrastruktur Pelacakan Sistem Terdistribusi Skala Besar](https://research.google.com/pubs/archive/36356.pdf)
|
||||
- [2010: Dremel: Analisis Interaktif Kumpulan Data Skala Web](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/36632.pdf)
|
||||
- [2012: Colossus Google](https://www.wired.com/2012/07/google-colossus/)
|
||||
- kertas tidak tersedia
|
||||
- 2012: AddressSanitizer: A Fast Address Sanity Checker:
|
||||
- [kertas](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/37752.pdf)
|
||||
- [video](https://www.usenix.org/conference/atc12/technical-sessions/presentation/serebryany)
|
||||
- 2013: Spanner: Google’s Globally-Distributed Database:
|
||||
- [kertas](http://static.googleusercontent.com/media/research.google.com/en//archive/spanner-osdi2012.pdf)
|
||||
- [video](https://www.usenix.org/node/170855)
|
||||
- [2014: Pembelajaran Mesin: Kartu Kredit Berbunga Tinggi dari Hutang Teknis](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43146.pdf)
|
||||
- [2015: Continuous Pipelines di Google](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43790.pdf)
|
||||
- [2015: Ketersediaan Tinggi dalam Skala Besar: Membangun Infrastruktur Data Google untuk Iklan](https://static.googleusercontent.com/media/research.google.com/en//pubs/archive/44686.pdf)
|
||||
- [2015: TensorFlow: Machine Learning Skala Besar pada Sistem Terdistribusi Heterogen](http://download.tensorflow.org/paper/whitepaper2015.pdf )
|
||||
- [2015: Bagaimana Pengembang Menelusuri Kode: Studi Kasus](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/43835.pdf)
|
||||
- [2016: Borg, Omega, dan Kubernetes](http://static.googleusercontent.com/media/research.google.com/en//pubs/archive/44843.pdf)
|
||||
|
||||
## LICENSE
|
||||
|
||||
[CC-BY-SA-4.0](../LICENSE.txt)
|
||||
|
||||
Terjemahan Bahasa Indonesia oleh @[hexatester](https://github.com/hexatester), @[santosomichael](https://github.com/santosomichael), @[dikiaap](https://github.com/dikiaap), @[rvlewerissa](https://github.com/rvlewerissa), @[ziishaned](https://github.com/ziishaned), @[rimonmostafiz](https://github.com/rimonmostafiz), @[hwhung0111](https://github.com/hwhung0111), @[fahminlb33](https://github.com/fahminlb33), @[davidsetyanugraha](https://github.com/davidsetyanugraha)
|
||||
|
|
|
|||
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Reference in New Issue