Computer Science Resources

A curated collection of learning materials — from fundamentals to frontier topics

by Kus Andriadi

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AI Engineering Syllabus

University students (semester 1–4)

7 courses across 4 semesters — data science, machine learning, generative AI, deep learning, computer vision, AI ethics, and cloud infrastructure.

English IT & Non-IT 7 Courses
16 weeks per course Week 0 included
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LLM Handbook

ML engineers & researchers

Deep-dive reference on Large Language Models — transformers, pre-training, inference, reasoning, agents, and production systems.

English Professional 17 Chapters
+ 7 appendices Papers & references
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Algorithms Handbook

CS students & engineers

Algorithms and data structures — complexity, sorting, graphs, dynamic programming, network flows. All code in Java.

English Java 15 Modules
100+ quiz questions Real-world examples
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Buku Panduan Computational Thinking

Anak SD kelas 1–6 (usia 6–12)

Belajar memecahkan masalah seperti pemikir hebat — tanpa komputer! Dengan analogi seru dan aktivitas langsung.

Bahasa Indonesia Unplugged 10 Modul
15 aktivitas seru Panduan guru
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GAN Handbook

Undergraduate CS students (year 1–2)

Generative Adversarial Networks and their famous descendants — DCGAN, StyleGAN, CycleGAN, Real-ESRGAN. Every equation explained, end-to-end code included.

English PyTorch 9 Modules
+ 2 appendices Runnable trainer