IIRF Online > Development > Software Engineering > Java Algorithms > Data Structures and Algorithms Bootcamp
Data Structures and Algorithms Bootcamp by Udemy
How to ace your Silicon Valley style coding interview
Course Highlights
- How to answer commonly asked Silicon Valley style interview questions
- Demonstrate knowledge and mastery of data structures and algorithms
- How to pass Silicon Valley style technical interviews
- Interview confidently
- Land your dream job
Skills you will learn!
Curriculum
4 Topics
How to get the most out of this course
Where to get the code
Link to Github Repo
Help Setting Up intelliJ
11 Topics
What's so special about Arrays?
Data Structures vs APIs
Three things you need to know about Arrays
The Array's Killer Feature
How to insert into an Array
How to delete an Array element
Deleting the Last Element
How to resize Arrays dynamically
Lab: Let's build a Dynamic Array from scratch
What about error handling?
What you need to know for the interview
11 Topics
What is a Linked List?
What makes a Linked List different from an Array?
Add Front
Get First / Get Last
Add back
Size
Clear
Delete With Value
Double Linked Lists
What you need to know for the interview
Super Common Interview Question
5 Topics
What is Big O Notation?
Must know Big O runtimes
The Big O Cheat Sheet
Lab: Testing ourselves on our Big O Notation
What you need to know for the interview
7 Topics
What are Stacks and Queues?
What is the Stack and Queue killer feature?
How to push and pop onto a Stack
How to add and remove from a Queue
Visualizing adding to a Queue
Runtime characteristics of Stacks and Queues
What you need to know for the interview
7 Topics
What so great about Hash Tables?
How does hashing work?
How do you convert a hash into its index?
Beep beep! How to deal with collisions
Runtime characteristics of Hash Tables
Lab: How to build a Hash Table from scratch
What you need to know for the interview
9 Topics
What is a Binary Tree?
How does find work?
How do you insert into a Binary Search Tree?
How do you find the minimum in a Binary Search Tree?
How does delete work in a Binary Search Tree?
Links that help
What are some different ways you can traverse Binary Trees?
Runtime characteristic of Binary Search Tree
What you need to know for the interview
9 Topics
What are Binary Heaps and what are they good for?
How do Binary Heaps work?
How do you insert into a Binary Heap?
How do you extract the max?
Larger Nodes Near the Bottom
What makes the Binary Heap so amazing?
Lab: How to build a Binary Heap from scratch
Runtime characteristics of Binary Heap
What you need to know for the interview
7 Topics
What is an AVL Tree?
AVL Tree in code
AVL Delete
What you need to know about AVL for the interview
What is the Red-Black Tree?
AVL Red-Black Tree Interview Questions
What you need to know about Red-Black for your interview
6 Topics
Houston we have a problem
What's a Fibonacci series?
What's memoization and how can it help?
Lab: How to build a memoized Fibonacci series from scratch
Lab: Real Life Recursion
What you need to know for the interview
10 Topics
What is the Bubble Sort?
Bubble Sort in code
Runtime characteristic of Bubble Sort
What is Merge Sort?
Merge Sort in code
Runtime characteristic of Merge Sort
What is Quicksort?
Quicksort in code
Runtime characteristic of Quicksort
What you need to know for the interview
7 Topics
What exactly are graphs?
What does the graph data structure look like?
Breadth First Search (BFS)
Lab: Breadth First from scratch
Depth First Search (DFS)
Lab: Depth First from scratch
What you need to know for the interview
5 Topics
The Culture Interview
The Systems Interview
The Programming Interview
Tips for interviewing well
Next steps - where to go from here
13 Topics
Introduction to coding questions
Unique Characters
Permutations
URLify
One Away
Compressor
Remove Duplicates
Sum lists
Loop detection
Subtree Checker
Paths with Sums
Minimum Stack in O(1)
Stack of Plates
8 Topics
Palindromes
FizzBuzz
Ransom Note
Caesar Cipher
Sieve of Eratosthenes
String Reversal
Integer Reversal
Anagrams
3 Topics
Intro
Credit Card Processing
Credit Card Processing Links
7 Topics
FaceBook Intro
FaceBook Question #1
FaceBook Question #2
FaceBook Question #3
Shallow vs Deep Copy
FaceBook Question #4
FaceBook - What you need to know
8 Topics
Amazon Intro
Setting the Stage
Amazon Question #1
Amazon Question #2
Amazon Question #1 Answer
Amazon Question #2 Answer
The Good
The Bad
2 Topics
Cheat Sheet
Extra Questions
Data Structures and Algorithms Bootcamp
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