Dynamic Programming Python, Coding Interviews & Applications

所在平台: Udemy

课程主页: https://www.udemy.com/course/dynamic-programming-python/

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课程简介

课程名称:动态规划 Python、编码面试与应用 课程概述:你是否曾经思考过一个优秀开发者的标准是什么?为什么大型科技公司越来越倾向于在面试中要求候选人解决具有挑战性的编码难题?又或者,为什么学习复杂算法是有必要的?掌握计算机科学的基础知识,以及在何时应用这些知识,对于一名优秀开发者来说至关重要。科技公司明白,具有扎实基础的人在学习任何编程语言、使用新工具以及解决各种编程问题时会表现出色。通过理解数据结构和算法,开发者在日常工作和编码面试中面对更复杂的问题时会更加游刃有余。 动态规划是数据结构和算法中的一个重要主题,它涉及了一种解题方法(技术术语为“算法范式”),用于解决特定类别的问题。在本课程中,我们将通过具体实例详细探讨这一主题。课程不注重数学和正式定义,而是通过实用的编程算法和一些编码面试难题来进行学习。我们将介绍识别可通过动态规划解决的问题的方法,并通过逐步推进构建高效的解决方案。 此外,课程还将提供一些趣味内容,尽管开头提到如何进行专业赌博、成为空中交通控制员或严肃作家等,仅仅是为了增加趣味性,不代表实际内容。课程中的所有代码均可在GitHub上找到,用户名/项目:cutajarj/DynamicProgrammingInPython。课程结束时,参与者将进行一次小型编码练习以测试所学知识。

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课程详情

Have you ever wondered what makes a good developer? Why it is that big tech companies are increasingly asking candidates to solve challenging coding puzzles in interviews? Or why you should bother to learn about complicated algorithms?With regards to technical skills a good developer has an understanding of computer science and knows when to apply this knowledge. Tech companies know that if someone has a good grasp of these fundamentals, she will likely be fine learning any programming language, using any new tool and solving a wide range of programming problems. As a developer comprehending data structures and algorithms you'll be better equipped to tackle some of the more difficult problems both in your day-to-day job and for coding interviews.Dynamic Programming is a topic in data structures and algorithms. It covers a method (the technical term is "algorithm paradigm") to solve a certain class of problems. In this course we will go into some detail on this subject by going through various examples. The course is designed not to be heavy on mathematics and formal definitions. Instead you will learn through practical everyday programming algorithms and through some coding interview puzzles. We present a method to recognize problems that can be solved using dynamic programming and then build an efficient solution through small gradual steps.In addition, you will also learn how to gamble professionally, how to be an air traffic controller and how to become a serious writer.**Not really… but hey it's hard to make Dynamic Programming sound exciting...All code in this course can be found on github, username/project: cutajarj/DynamicProgrammingInPythonAt the end of the course we have a small coding exercise to test your knowledge.

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