Hands-On Data Structures and Algorithms in Rust

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Matthew Stoodley

6:55:25

15 View

1-Getting to Grips with Rust and its Syntax

01-Course Overview.mp4

05:30

02-Install Rust and Running a Simple Program.mp4

03:53

03-Build complex structures with Struct and Enum.mp4

08:57

04-Results and Options.mp4

06:58

05-Looping Mechanisms in Iterators.mp4

08:31

06-Stack Data Structure in Rust.mp4

09:46

07-Mutability, Variables, Copying, and Cloning.mp4

06:22

08-Use Memory Effectively with Pointers and Lifetimes.mp4

09:09

09-Own Memory on the Heap with Box, String, and Vecs.mp4

09:06

10-Difference Between Str and String.mp4

09:54

11-Uploading to Crates.mp4

04:57

2-Algorithm Complexity and Sorting Algorithms

12-Sorting Using Bubble Sort.mp4

09:56

13-Divide and Conquer Sorting with Merge Sort.mp4

11:32

14-Sorting in Place with Quick Sort.mp4

06:43

15-Improving Our Quick Sorter with Pseudo Random Numbers.mp4

10:15

16-Spiting Quick Sort Using Multiple Threads.mp4

08:55

17-Let Rayon Speed It Up with Work Stealing.mp4

02:50

18-Cut the Right Corners to Increase Your Speed with Dynamic Programming.mp4

07:07

3-Building Linked Lists and Binary Trees

19-Creating a Linked List.mp4

05:49

20-Viewing Data in Both Directions with Doubly Linked Lists.mp4

10:09

21-Building a Binary Tree to Efficiently Store and Sort Data.mp4

08:09

22-Converting Binary Tree to a Binary Balance Tree.mp4

14:45

23-Learning About Skip Lists and Their Potential Advantages.mp4

12:57

24-Managing the Heights of a Skip List.mp4

11:49

25-Computing Huffman Encoding and to Compress Data.mp4

15:34

4-Model Real Situations as Graphs of Connected Nodes

26-Consider the Options for Creating and Storing Graphs.mp4

07:38

27-Filling the Graph.mp4

08:35

28-Route Structure.mp4

06:00

29-Finding the Shortest Path.mp4

09:45

30-A Greedy Solution to the Travelling Salesman.mp4

09:06

31-Improve the Solution Using Iterative Methods.mp4

09:01

5-Getting Constant Time Data Access Using HashMap

32-What a HashMap Is and Why and When Do We Use Them.mp4

02:51

33-Building HashMap from Scratch.mp4

08:20

34-Building a Bucket List for the HashMap to Use.mp4

09:14

35-Finishing the HashMap.mp4

08:57

36-Testing and Improving Our HashMap.mp4

08:53

37-HashMap versus BTreeMap.mp4

02:37

6-Organizing Your Data by Type with Entity Component Systems

38-Understand What an ECS Is and How It Differs from Traditional Structures.mp4

03:50

39-Creating an ID Generator.mp4

08:15

40-Creating Data Stores.mp4

10:09

41-Building ECS Systems.mp4

16:31

42-Combining It All into a Simple CLI Game.mp4

08:26

43-Introduction to Specs.mp4

04:03

7-Persistent Storage Data Structure

44-Creating a Blob Data File.mp4

06:32

45-Converting Any Data Size to Byte String.mp4

13:11

46-Creating a Blob Store.mp4

13:08

47-Adding to the Blob Store.mp4

06:11

48-Reading from the Blob Store.mp4

07:43

49-Removing an Element from the Blob Store.mp4

06:56

Description

Rust is a modern systems programming language designed with safety to simplify the development of large, complex software projects. Data structure and Algorithms are key to help in the collection and organization of the data for performing operations on the data and set instructions/logic to accomplish tasks in these projects. This course will be your guide for implementing classic data structures and algorithms in Rust, helping you to get up and running as a confident Rust programmer. You will begin with a primer to Rust and its syntax. You will then explore the language of Time and Memory complexity by comparing different sorting methods. You’ll then learn about Lists and Binary Trees, implement them, and compare them, to show the advantages and use cases of each. Next, you will cover different algorithms in-depth such as sorting, graph, dynamic programming, greedy, divide and conquer, and more. You will learn how counterintuitive techniques can actually make it easier to build scalable projects! By the end of the course, you will have a sound knowledge of the key data structures and algorithms in Rust to confidently implement them in your applications. The Github link to this video course is: https://github.com/PacktPublishing/Hands-On-Data-Structures-and-Algorithms-in-Rust

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Algorithms

Data Structures

Rust

Matthew Stoodley

Instructor's Courses

Matthew Stoodley is a programming expert and enthusiast, who was drawn to learn about Rust and master its features initially due to its low power usage and memory safety capabilities. He primarily uses Rust to build board games. In addition, he also possesses several years of experience in Go, PHP, and JavaScript.

PacktPub

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Packt is a publishing company founded in 2003 headquartered in Birmingham, UK, with offices in Mumbai, India. Packt primarily publishes print and electronic books and videos relating to information technology, including programming, web design, data analysis and hardware.