4.5
Beginner
25h
Updated 1 month ago
Data Structures for Coding Interviews in C++
The ultimate guide to data structures for coding interviews. Developed by FAANG engineers. Get interview-ready in hours with C++ implementations and real-world interview questions. Prep faster.
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Data structures are amongst the very fundamentals of Computer Science and are often a core decision in developing efficient programs. Consequently, they are also largely categorized as a vital benchmark of computer science knowledge when it comes to industry interviews. This course contains a detailed review of all the common data structures and provides implementation level details in C++ to allow readers to become well equipped with all the different data structures they can leverage to write better code!
Data structures are amongst the very fundamentals of Computer Science and are often a core decision in developing efficient prog...Show More
Content
1.
Introduction to Complexity Measures
22 Lessons
Step through complexity measures, comparing algorithms, incorporating Big O notation, and analyzing nested loops.
Comparing AlgorithmsExample: Measuring Time Complexity of a Single Loop AlgorithmExample: Time Complexity of an Algorithm With Nested LoopsIntroduction to Asymptotic Analysis and Big OOther Common Asymptotic Notations and Why Big O Trumps ThemUseful FormulaeCommon Complexity ScenariosChallenge: Big (O) of Nested Loop with AdditionSolution: Big (O) of Nested Loop with AdditionChallenge: Big (O) of Nested Loop with SubtractionSolution: Big (O) of Nested Loop with SubtractionChallenge: Big (O) of Nested Loop with MultiplicationSolution: Big (O) of Nested Loop with MultiplicationChallenge: Nested Loop with Multiplication (Basic)Solution: Nested Loop with Multiplication (Basic)Challenge: Nested Loop with Multiplication (Intermediate)Solution: Nested Loop with Multiplication (Intermediate)Challenge: Nested Loop with Multiplication (Advanced)Solution: Nested Loop with Multiplication (Advanced)Challenge: Nested Loop with Multiplication (Pro)Solution: Nested Loop with Multiplication (Pro)Complexity Quiz: Test Your Understanding of Complexity
2.
Introduction to Arrays
26 Lessons
Look at arrays, vectors, and multidimensional arrays; solve coding challenges with essential solutions.
What is an Array?Multidimensional ArraysWhat Is a Vector?Challenge: Remove Even Integers From ArraySolution: Remove Even Integers From ArrayChallenge: Merge Two Sorted ArraysSolution: Merge Two Sorted ArraysChallenge: Find Two Numbers That Add Up to KSolution: Find Two Numbers That Add Up to KChallenge: Product of Array Except SelfSolution: Product of Array Except SelfChallenge: Find Minimum Value in ArraySolution: Find Minimum Value in ArrayChallenge: First Non-Repeating Integer in an ArraySolution: First Non-Repeating Integer in an ArrayChallenge: Find Second Maximum Value in an ArraySolution: Find Second Maximum Value in an ArrayChallenge: Rotate ArraySolution: Rotate ArrayChallenge: Rearrange Positive & Negative ValuesSolution: Rearrange Positive & Negative ValuesChallenge: Rearrange Sorted Array in Max/Min FormSolution: Rearrange Sorted Array in Max/Min FormChallenge: Maximum SubarraySolution: Maximum SubarrayArrays Quiz: Test Your Understanding of Arrays
3.
Introduction to Linked Lists
30 Lessons
Work your way through Singly and Doubly Linked Lists structure, operations, and coding challenges.
4.
Introduction to Stack/Queues
25 Lessons
Grasp the fundamentals of stacks and queues, along with their applications and challenges.
5.
Introduction to Graphs
26 Lessons
Dig into graph concepts, types, representations, implementations, complexities, traversal, and problem-solving.
6.
Introduction to Trees
38 Lessons
Explore tree structures, including their properties, types, and specific operations in C++.
7.
Trie
14 Lessons
Build on trie structures for efficient string management and advanced word search applications.
8.
Introduction to Heap
12 Lessons
Learn how to use heaps for efficient sorting, priority queues, and element retrieval.
9.
Introduction to Hashing
33 Lessons
Discover the logic behind hash table fundamentals, applications, and comparisons with other structures.
10.
Summary of Data Structures
2 Lessons
Examine the key differences and performance metrics of linear and non-linear data structures.
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