Discrete Structures, Data Structures, and Algorithms

本课程是一门完整的课程，旨在了解成功进行计算所需的所有数学和结构。这是一门关于离散结构、数据结构和算法的课程。这意味着我们在树和图等结构旁边进行逻辑和证明。这是理解算法、递归等等的基础。本课程旨在对离散结构的主要部分有一个清晰而有说服力的理解。任何对计算机感兴趣的人都应该很好地学习这些材料。

数据结构需要理解此处构建的某些数学概念。必须从第一原理理解计算。因此，我们以坚实的数学基础构建和分析不同的数据结构。

本课程还讨论了算法的介绍。它提出了许多与算法速度和效率相关的想法。它有许多深刻的想法和方法可以成为一个有效的算法计算机专家。

本课程适用于
任何渴望学习的人。重点是计算机科学专业的数学 – 目标学生是对世界充满好奇并对事物如何运作感兴趣的人

Last Updated 06/2021
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 112 lectures (24h 14m) | Size: 9.8 GB

Foundations of Computing

What you’ll learn
Discrete Structures, Data Structures, and Algorithms. The mathematics required for computing and the structures behind it all.
Students will learn the fundamentals of logic, proof, graph theory, number theory, data structures, and much more – all with application!

Requirements
For the math section, no prerequisites are necessary. For the data structures and algorithms section, computing knowledge is a requirement.
We will be discussing the concept of math, structures, and algorithms as applied to programming, wherein we are language agnostic.

Description
This course is a full course in understanding all the mathematics and structures required to successfully do computing. It is a course in discrete structures, data structures, and algorithms. That means that we go through logic and proofs alongside the structures such as trees and graphs. This is the basis for understanding algorithms, recursion and much more. This course aims to give a clear and cogent understanding of the major parts to discrete structures. Anyone interested in computers should be learning this material well.

Data structures requires the understanding of certain mathematical concepts that are built here. It is imperative to understand computing from first principles. As such, we build and analyze different data structures with our firm mathematical foundation.

This course also discusses an introduction to algorithms. It develops many ideas related to speed and efficiency in algorithms. It has many deep ideas and approaches to be an effective, algorithmic computerista.

Who this course is for
Anyone with a thirst to learn. The focus is on math for computer science majors – the target student is someone that is curious about the world and is interested in how things work