PA Pragmatic AI Labs

Graph Algorithms with Rust

36 students enrolled
Graph Algorithms with Rust teaches you to model real datasets as graphs and run the classical algorithms — BFS, DFS, Dijkstra, PageRank, and Kosaraju strongly-connected components — in cache-friendly Rust. Across five modules you walk through the same problems data engineers actually solve: loading edge lists into a graph, finding the shortest walking route between Lisbon landmarks, ranking sports websites by PageRank, scoring UFC fighters by centrality, and detecting communities in a Twitter-style follower graph. You use both the textbook petgraph crate and the benchmarked aprender-graph crate, so you see two production-tested ways to model the same problem. Every algorithm comes with a runtime contract — provable assertions like "PageRank scores must sum to 1.0" — so the demos catch silent regressions, not just compile errors. The course closes with a working clap-based CLI tool that wires every algorithm together behind subcommands and emits machine-readable JSON, ready to ship as a single static binary. By the end you can pick the right algorithm for a real graph problem and ship it as a tested Rust binary.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATIONSelf-paced

What you'll learn

  • Rust (Programming Language)
  • Social Network Analysis
  • Algorithms
  • Network Model
  • Network Analysis
  • Data Structures
  • Command-Line Interface
  • JSON
  • Data Processing
  • Continuous Integration
  • Package and Software Management
  • Linear Algebra

Details

  • ProviderPragmatic AI Labs
  • TypeCourse
  • CategorySoftware & Programming
  • LanguageEnglish

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Ramazan Bölükbaşı
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Melis Gülsar
Hızlı desteği ve üst düzey hizmeti ile Campus Online ve Sosyal Medya Sertifika Programı hizmeti sağlayan Adnan Menderes Üniversitesine sonsuz teşekkürlerimi sunuyorum.
Nazif Bayram
$49
CampusOnline Assistant
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