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Discover curated knowledge capsules created by the community. Learn from tutorials, articles, and documentation in bite-sized, focused sessions.
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Learning Capsules

1+

Contributors

89+

Total Pages

Latest Capsules

LLM Course Learning Capsule

A structured guide to learning about Large Language Models (LLMs), covering fundamentals, scientist techniques, and engineering applications, based on the free course by Maxime Labonne.

14 pages
Sep 11, 2025
by ontacStart Learning
Introduction to Data Engineering

A structured learning capsule covering the basics of data engineering, including its definition, importance, tasks, core components, key skills, and a practical pipeline example.

7 pages
Sep 10, 2025
by MBrillian354Start Learning
Self-Hosted LLM Setup with Ollama and Open WebUI

A step-by-step guide to setting up a local large language model environment using Docker, Ollama for model management, and Open WebUI for a user-friendly interface, ensuring privacy, cost efficiency, and flexibility.

8 pages
Sep 10, 2025
by MBrillian354Start Learning
Data Analyst: Pengertian, Tugas, dan Serba-Serbinya

Sebuah panduan komprehensif tentang profesi Data Analyst, mencakup definisi, tanggung jawab, dan peluang karir di era digital.

3 pages
Sep 10, 2025
by MBrillian354Start Learning
Advanced Python Tips: Context Managers, Walrus Operator, and Pattern Matching

Learn to write cleaner, more efficient Python code with advanced techniques including custom context managers, the walrus operator for concise assignments, and structural pattern matching for complex logic.

3 pages
Sep 8, 2025
by MuryantiStart Learning
4 Free Methods to Use LLM APIs in Development

A guide to using free LLM APIs with the OpenAI SDK, covering Ollama, GitHub Models, Open Router, and Groq.

6 pages
Sep 7, 2025
by MuryantiStart Learning
Model Customization and Evaluation in Generative AI

A structured learning capsule covering fine-tuning methods, evaluation techniques, and practical considerations for adapting and assessing generative AI models.

10 pages
Sep 6, 2025
by MuryantiStart Learning
Vector Quantization in Java with MongoDB Atlas

Learn how to implement vector quantization using MongoDB Atlas Vector Search in Java to optimize memory usage and speed in AI applications.

10 pages
Sep 5, 2025
by MuryantiStart Learning
Mastering Linux Processes: From Beginner to Advanced Guide

A comprehensive guide covering the fundamentals and advanced aspects of Linux process management, including types, commands, monitoring, and security.

5 pages
Sep 4, 2025
by MuryantiStart Learning
Advanced Python Tips: Context Managers, Walrus Operator, and Pattern Matching

Learn advanced Python concepts including custom context managers, the walrus operator for concise assignments, and structural pattern matching for readable conditional logic.

3 pages
Sep 3, 2025
by MuryantiStart Learning
Mastering Linux Processes: From Beginner to Advanced Guide

Learn about Linux processes from definition to advanced management techniques.

7 pages
Sep 2, 2025
by MuryantiStart Learning
Circular Imports in Python: Detection and Prevention

Learn about circular imports in Python, their causes, detection methods, and architectural solutions to prevent production failures.

8 pages
Sep 1, 2025
by MuryantiStart Learning
How to Use the DEV.to API

A step-by-step guide to interact with the DEV.to API for fetching articles, user data, and more, with or without an API key.

5 pages
Sep 1, 2025
by MBrillian354Start Learning
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