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所在平台: Udemy |
课程主页: https://www.udemy.com/course/python-searching-sorting-algorithms/
课程评论：没有评论
课程名称：Python 搜索与排序算法 - 实践方法 课程概述：本课程旨在教你如何在 Python 中实现搜索和排序算法。通过详细的视觉和实践方法，理解算法的内部工作原理。你将能够将每一行代码与算法运行时的实际内在机制相关联，掌握计算机科学和算法的核心技能。学习如何实现这些算法，并能够解释它们在后台的运行方式，比较它们的效率，运用到新的场景当中，为你的算法工具箱添加新的技能。 在技术面试中，搜索与排序算法是一个重点主题，拥有这些基本知识对每位开发者至关重要。学习这门按需课程，你将比竞争对手更具优势。Python 是当前最受欢迎且易于上手的编程语言，深入理解搜索与排序算法不仅能帮助你在求职过程中脱颖而出，还能提升你的计算思维能力。从本课程打下的坚实基础，你将能够深入研究更高级的算法。 课程内容与概述：通过高质量的视频讲座和图形动画，你将学习以下算法： - 线性搜索 - 二分搜索 - 冒泡排序 - 选择排序 - 插入排序 - 归并排序 - 快速排序 另外，你还将学习如何使用 timeit 模块来计时小代码片段的执行。 课程亮点： - 超过 1050 页 PDF 幻灯片 - 96 道测验题 - 23 个可下载的 Python 文件 - 10 个 PDF 讲义 - 10 个编程练习 - 9 个迷你项目 学习材料与实践：包括精心设计的图形和动画的高质量视频讲座、详细解决方案的编程练习、每节的迷你项目、测验、图形化的 PDF 幻灯片等多样化的学习资料，确保你能够在无网络环境中继续学习。 本课程的独特之处在于其强调提供算法后台操作的视觉和详细解释，你将不仅学会如何在 Python 中实现算法，还能以详细的方式解释和视觉化过程的步骤。同时，课程提供的独特 PDF 讲义涵盖所有算法的完整和图形描述。 此外，课程还包含“快速复习”部分，为基础知识提供简洁全面的介绍，便于学习和复习列表、元组和算法时间复杂度等主题。 学习完这门课程，你将能在面试中自信地解释算法的运行机制，并为你的简历增添“Python 搜索与排序算法”相关技能。快来观看课程预览，探索完整课程大纲吧！
Learn how to implement Searching and Sorting algorithms in Python. Understand how they work behind the scenes through a detailed visual and practical approach. Be able to relate each line of code to the actual inner workings of the algorithms as they run. Enter the World of Computer Science and Algorithms with the Right Skills.Learn how to implement these algorithms in Python.Be able to explain how they work behind the scenes. Learn how to compare them based on their efficiency.Be able to apply them to new scenarios.Add New Skills To Your Algorithmic ToolboxBasic knowledge of algorithms is vital for every developer. Searching and Sorting algorithms is a key topic commonly asked during technical interviews. Be one step ahead of your competition by learning these skills with this on-demand course. Python is the most popular and approachable programming language and its popularity continues to rise year-over-year. Having a firm grasp of Searching and Sorting algorithms will not only help you during your job search, it will also enhance your computational thinking skills. Be able to dive into more advanced algorithms with the solid foundation that this course provides. With detailed and didactic slides, animations, explanations, and exercises, you will dive into the world of algorithms through an engaging and practical learning experience. Content & OverviewWith high quality video lectures that include graphics and animations, you will learn the following algorithms:Linear SearchBinary SearchBubble SortSelection SortInsertion SortMerge SortQuicksortYou will also learn how to use the timeit module to time the execution of small code snippets.Course by the Numbers1,050+ PDF slides.96+ quiz questions.23+ Downloadable Python files.10+ PDF handouts.10 coding exercises.9 mini projects.Learning Material & Practice:High-Quality Video Lectures - Carefully designed graphics and animations.Coding Exercises with detailed solutions - Execute and test your code directly in the browser.Mini Projects with detailed solutions - Dive deeper into each algorithm by completing a mini project per section.Quizzes - Test your knowledge and receive instant feedback.Code with Print Statements - See how the algorithms work behind the scenes as the code runs. PDF Handouts - Each section has a PDF handout with a graphical and detailed summary of the algorithm.PDF Slides - You can download the PDF slides displayed in the videos.Articles - Detailed descriptions of key aspects of the topics to complement your knowledge.Why is this course unique?This course is unique because of its emphasis on providing visual and detailed explanations of how the algorithms work behind the scenes, so you will not only learn how to implement them in Python, you will also learn how they work in such detail that you will be able to explain and visualize the steps of the process, given a particular input.You will see how the algorithms work behind the scenes as the code runs with downloadable Python files that contain implementations with carefully designed print statements. No more trying to guess what is happening behind the scenes when the algorithm runs!You will have access to unique downloadable PDF handouts specially designed for the course (one per section) with complete and graphical descriptions of the algorithms. If you need to learn or refresh the basics of lists, tuples, and algorithmic time complexity, the course has you covered. The Quick Refresher section offers a short but comprehensive introduction to these topics through interactive video lectures, exercises, and didactic PDF handouts. You will check your knowledge with short Quizzes after each main lecture. The Quizzes provide instant feedback, so you can see the correct answer immediately. The quiz questions were designed to make you think more deeply about the topics presented.You will be able to download the PDF slides used in the videos, so you can take your learning material with you even if you don't have an internet connection when you commute to work. Study algorithms anywhere, at any time.Finally, you will practice communications skills in the Mini Projects (one per section), where you will explain how the algorithms work step by step when they are applied to a particular input. Each mini project comes with a sample answer, so you will always be able to check your solution. Being able to explain how the algorithms work is a key skill during interviews.You are very welcome to watch the preview lectures and check out the full course curriculum. What are you waiting for? If you are looking for an engaging, visual, and practical course, you've found it.Add "Searching and Sorting Algorithms in Python" to your resume and showcase your new skills!
