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Advanced Problem-Solving Methods and Search Algorithms

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Packt

Advanced Problem-Solving Methods and Search Algorithms

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
中级 等级

推荐体验

8 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
中级 等级

推荐体验

8 小时 完成
灵活的计划
自行安排学习进度

您将学到什么

  • Apply advanced techniques like stacks, sliding window, and two pointers to efficiently solve complex algorithmic problems.

  • Master binary search patterns, including searching in rotated arrays and optimizing solutions over value ranges.

  • Solve interval, geometry, and matrix-based problems using structured and scalable problem-solving approaches.

  • Improve coding interview performance by recognizing patterns and selecting optimal strategies for diverse problem types.

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最近已更新!

May 2026

作业

9 项作业

授课语言:英语(English)

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积累特定领域的专业知识

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在注册此课程时,您还会同时注册此专项课程。
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  • 获得对主题或工具的基础理解
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  • 获得可共享的职业证书

该课程共有7个模块

In this module, we will explore the stack data structure, diving into its applications in solving common algorithmic problems. You'll learn to use stacks for problems like valid parentheses and evaluate expressions in Reverse Polish Notation, equipping you with practical problem-solving skills.

涵盖的内容

5个视频2篇阅读材料1个作业

In this module, we will focus on the sliding window technique, a powerful approach for solving array-related problems efficiently. You’ll gain hands-on experience with problems like finding the longest substring without repeating characters and maximizing window values.

涵盖的内容

4个视频1个作业

In this module, we will dive into the two-pointer technique, covering its application to problems like validating palindromes and solving geometric challenges like trapping rainwater. By mastering this method, you’ll tackle complex problems more efficiently.

涵盖的内容

4个视频1个作业

In this module, we will explore mathematical and geometric problem-solving techniques. You’ll learn to print a matrix in spiral order and solve similar complex geometric challenges, combining both math and algorithmic thinking.

涵盖的内容

1个视频1个作业

In this module, we will focus on problems involving intervals, such as merging overlapping ranges and finding insert positions in sorted arrays. These interval-related problems will sharpen your ability to handle range-based challenges efficiently.

涵盖的内容

2个视频1个作业

In this module, we will introduce binary search, one of the most efficient searching algorithms. You'll learn how to apply binary search to both standard and rotated sorted arrays, solving problems like finding the first and last positions of an element and the minimum value in a rotated array.

涵盖的内容

4个视频1个作业

In this module, we will apply binary search to problems that involve searching over a range, such as determining the minimum eating speed for Koko and calculating the magnetic force between balls. You'll enhance your binary search skills to solve these range-based challenges efficiently.

涵盖的内容

2个视频1篇阅读材料3个作业

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