Packt

Intermediate Data Structures & Algorithmic Patterns

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Packt

Intermediate Data Structures & Algorithmic Patterns

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Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Intermediate level

Recommended experience

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Gain proficiency in advanced data structures, including stacks, queues, and binary trees.

  • Learn to apply the sliding window method and two-pointer technique for optimized problem-solving.

  • Master binary search algorithms over sorted arrays and ranges for efficient data manipulation.

  • Develop problem-solving skills through Leetcode challenges, covering various algorithmic patterns.

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Recently updated!

April 2026

Assessments

11 assignments

Taught in English

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This course is part of the DSA In Python + Top 130 Leetcode Problems for MAANG Specialization
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There are 9 modules in this course

In this module, we will introduce the concept of stacks and demonstrate their real-world applications. You will learn to implement stack operations in Python and solve practice problems such as valid parentheses, Reverse Polish Notation, and finding the minimum element in a stack.

What's included

8 videos2 readings1 assignment

In this module, we will explore the concept of queues and their implementation in Python. You’ll learn how to use the deque data structure for efficient queue operations like enqueue and dequeue, providing insights into real-world applications.

What's included

3 videos1 assignment

In this module, we will cover the sliding window method and solve common array problems such as the longest substring without repeating characters. Additionally, we will implement the sliding window maximum problem using Python.

What's included

2 videos1 assignment

In this module, we will delve into the two-pointer technique and apply it to problems like the "Two Sum II" and Trapping Rain Water problems. You’ll see how this method can optimize solutions for array manipulation tasks.

What's included

2 videos1 assignment

In this module, we will explore the use of math and geometry in array problem-solving. You will tackle problems like setting matrix zeroes and traversing matrices in a spiral order using Python.

What's included

2 videos1 assignment

In this module, we will introduce binary search and its application on sorted arrays. You will learn how to implement binary search and understand its significance in terms of time complexity.

What's included

2 videos1 assignment

In this module, we will apply binary search to sorted arrays and practice solving problems such as finding the first and last position of an element. You'll also tackle challenges like searching in a rotated sorted array using Python.

What's included

4 videos1 assignment

In this module, we will explore binary search applications over ranges, focusing on problems like minimizing eating speed for Koko and maximizing the magnetic force between two balls. You’ll learn how to apply binary search to optimize such problems.

What's included

2 videos1 assignment

In this module, we will cover the fundamentals of binary trees, including traversal techniques like pre-order, in-order, and post-order. You’ll also tackle problems like checking tree symmetry, finding the maximum depth, and identifying subtrees within trees.

What's included

21 videos1 reading3 assignments

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Instructor

Packt - Course Instructors
Packt
1,626 Courses472,392 learners

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