Mosh Hamedani – The Ultimate Data Structures & Algorithms: Part 1

What You’ll Learn

This course is the first of a series. In this part, we’ll be focusing on linear data structures. Part 2 is all about trees and graphs. Part 3 is about searching, sorting and string manipulation algorithms.

Here’s what you’re going to learn in the first part:

• The Big O notation
• Arrays
• Linked Lists
• Stacks
• Queues
• Hash Tables

This is the most comprehensive data structures and algorithms series online. Every example and exercise is picked from popular interview questions asked by Google, Microsoft, Amazon and other big companies.

Who is this course for?

• Anyone preparing for a coding job interview
• Computer science students whose lecturers failed to explain the topics
• Self-taught developers who missed out on a computer science degree
• Anyone who wants to become a better developer
• Course CurriculumGetting Started
  Preview1- Course Outline (2:52)
  Start2- Source Code
  The Big O Notation (16 m)
  Preview1- Introduction (0:24)
  Preview2- What is Big O (1:58)
  Preview3- O(1) (1:29)
  Preview4- O(n) (3:44)
  Preview5- O(n^2) (2:24)
  Start6- O(log n) (2:39)
  Start7- O(2^n) (0:50)
  Start8- Space Complexity (2:32)
  Start9- Cheat Sheet
  Arrays (30 m)
  Start1- Introduction (0:44)
  Start2- Understanding Arrays (3:08)
  Start3- Working with Arrays in Java (3:29)
  Start4- Exercise- Array Class (2:51)
  Start5- Solution- Creating the Class (3:19)
  Start6- Solution- insert() (4:19)
  Start7- Solution- removeAt() (4:50)
  Start8- Solution- indexOf() (2:28)
  Start9- Dynamic Arrays (3:48)
  Start10- Arrays- Exercises
  Start11- Summary (1:09)
  Linked Lists (54 m)
  Start1- Introduction (0:36)
  Start2- What are Linked Lists (4:33)
  Start3- Working with Linked Lists (3:24)
  Start4- Exercise- Building a Linked List (1:25)
  Start5- Solution- addLast (6:09)
  Start6- Solution- addFirst (2:13)
  Start7- Solution- indexOf (1:54)
  Start8- Solution- contains (1:05)
  Start9- Solution- removeFirst (4:23)
  Start10- Solution- removeLast (4:40)
  Start11- Implementing size() (4:15)
  Start12- Converting Linked Lists to Arrays (2:10)
  Start13- Cheat Sheets (1:12)
  Start14- Arrays vs Linked Lists (3:21)
  Start15- Types of Linked Lists (3:14)
  Start16- Exercise- Reversing a Linked List (1:33)
  Start17- Solution- Reversing a Linked List (9:00)
  Start18- Exercise- Kth Node from the End (3:20)
  Start19- Solution- Kth Node from the End (5:22)
  Start20- Linked Lists- Exercises
  Start21- Summary (1:12)
  StartA Quick Note
  Stacks (42 m)
  Start1- Introduction (0:31)
  Start2- What are Stacks (2:47)
  Start3- Working with Stacks (2:21)
  Start4- Exercise- Reversing a String (0:41)
  Start5- Solution – Reversing a String (5:01)
  Start6- Exercise- Balanced Expressions (2:54)
  Start7- Solution- A Basic Implementation (5:17)
  Start8- Solution- Supporting Other Brackets (3:36)
  Start9- Solution- First Refactoring (4:09)
  Start10- Solution- Second Refactoring (5:50)
  Start11- Exercise- Building a Stack Using an Array (0:47)
  Start12- Solution- Implementing a Stack Using an Array (8:18)
  Start13- Stacks- Exercises
  Start14- Summary (0:33)
  Queues (53 m)
  Start1- Introduction (0:26)
  Start2- What are Queues (2:04)
  Start3- Queues in Java (5:12)
  Start4- Exercise- Reversing a Queue (1:06)
  Start5- Solution- Reversing a Queue (2:17)
  Start6- Exercise- Building a Queue Using an Array (2:03)
  Start7- Solution- A Basic Implementation (6:32)
  Start8- Solution- Circular Arrays (5:54)
  Start9- Exercise- Implementing a Queue Using a Stack (0:55)
  Start10- Solution- Building a Queue Using a Stack (7:43)
  Start11- Priority Queues (1:53)
  Start12- Exercise- Building a Priority Queue (3:57)
  Start13- Solution- Building a Priority Queue (8:51)
  Start14- Solution- Refactoring (3:02)
  Start15- Queues- Exercises
  Start16- Summary (0:57)
  Hash Tables (68 m)
  Start1- Introduction (0:26)
  Start2- What are Hash Tables (2:44)
  Start3- Working with Hash Tables (6:06)
  Start4- Exercise- Find the First Non-repeated Character (0:54)
  Start5- Solution- First Non-repeating Character (7:39)
  Start6- Sets (2:23)
  Start7- Exercise- First Repeated Character (0:32)
  Start8- Solution- First Repeated Character (2:36)
  Start9- Hash Functions (5:55)
  Start10- Collisions (1:06)
  Start11- Chaining (1:40)
  Start12- Open Addressing- Linear Probing (2:41)
  Start13- Open Addressing- Quadratic Probing (1:29)
  Start14- Open Addressing- Double Hashing (3:19)
  Start15- Exercise- Build a HashTable (2:36)
  Start16- Solution- put() (6:07)
  Start17- Solution- get() (4:29)
  Start18- Solution- remove() (2:30)
  Start19- Solution- Refactoring (11:04)
  Start20- Hash Tables- Exercises
  Start21- Summary (1:25)
  Start22- Course Wrap Up (0:32)
  Start23- Thank You

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