Guide - Building Knowledge Graphs

Context Engineering

arxiv.org/abs/2507.13334v2 00:00:00 Introduction 00:02:46 Related Work 00:05:43 Why Context Engineering? 00:09:36 Foundational Components 00:17:52 System Implementations 00:29:05 Evaluation 00:35:30 Future Directions and Open Challenges 00:41:13 Conclusion

Guide - RestAPI

Source: RESTful Web APIs by Leonard Richardson and Mike Amundsen with a Foreword by Sam Ruby 00:00:00 Introduction 00:01:57 Surfing the Web 00:05:11 A Simple API 00:08:46 Resources and Representations 00:13:07 Hypermedia 00:17:40 Domain-Specific Designs 00:22:28 The Collection Pattern 00:27:04 Pure-Hypermedia Designs 00:31:48 Profiles 00:36:34 The Design Procedure 00:41:39 The Hypermedia Zoo 00:46:18 HTTP for APIs 00:50:51 Resource Description and Linked Data 00:55:42 CoAP: REST for Embedded Systems 01:00:19 Appendix C: An API Designer's Guide to the Fielding Dissertation 01:04:43 Glossary

Guide - Building Knowledge Graphs

00:00:00 Introducing Knowledge Graphs 00:03:15 Organizing Principles for Building Knowledge Graphs 00:07:37 Graph Databases 00:11:58 Loading Knowledge Graph Data 00:16:08 Integrating Knowledge Graphs with Information Systems 00:20:43 Enriching Knowledge Graphs with Data Science 00:24:49 Graph-Native Machine Learning 00:28:54 Mapping Data with Metadata Knowledge Graphs 00:32:41 Identity Knowledge Graphs 00:36:35 Pattern Detection Knowledge Graphs 00:40:53 Dependency Knowledge Graphs 00:45:31 Semantic Search and Similarity 00:49:51 Talking to Your Knowledge Graph 00:54:16 From Knowledge Graphs to Knowledge Lakes

Guide - UI Design

00:00:00 Introduction 00:05:40 Chapter 1 - Hierarchy is Everything 00:13:41 Chapter 2 - Layout and Spacing 00:20:30 Chapter 3 - Designing Text 00:28:49 Chapter 4 - Working with Color 00:36:34 Chapter 5 - Creating Depth 00:42:04 Chapter 6 - Working with Images 00:47:23 Chapter 7 - Finishing Touches 00:54:09 Chapter 8 - Leveling Up

Fundamentals - Digital Signal Processing

00:00:00 Introduction 00:01:02 Discrete-Time Signals and Systems 00:02:20 The z-Transform and Its Application to the Analysis of LTI Systems 00:03:32 Frequency Analysis of Signals and Systems 00:04:41 The Discrete Fourier Transform: Its Properties and Applications 00:05:49 Efficient Computation of the DFT: Fast Fourier Algorithms 00:06:50 Implementation of Discrete-Time Systems