cheat-sheet

Table of Contents

• Coding & Algorithms
  • Coding
    • C++
    • APIs
    • Object-Oriented Design and Programming
    • How to Test Your Code
    • Corner Cases and Edge Cases
  • Algorithms
    • Searching
      • Binary Search
    • Divide-and-conquer
    • Greediness
    • Big-O Notation
    • Dijkstra's
    • A*
  • Sorting
    • Insertion Sort
    • Radix Sort
    • Quicksort
    • Merge Sort
    • Heapsort
  • Data Structures
    • Lists
      • Arrays
      • Linked Lists
      • Stacks
      • Queues
    • Hash
      • Sets
      • Maps
      • Tables
      • Dictionary
    • Trees
      • Binary
      • Heaps
  • Mathematics
    • Counting
    • Probability
    • Discrete Math
    • Combinatorics
  • Graphs
    • Algorithms
      • Distance
      • Search
      • Connectivity
      • Cycle-detection
    • Ways to Represent a Graph in Memory
      • Objects and Pointers
      • Matrix
      • Adjacency List
    • Traversal Algorithms
      • Breadth-first Search
      • Depth-first Search
  • Recursion
• Large-scale Design
  • System Design
    • Feature Sets
    • Interfaces
    • Class Hierarchies
    • Distributed Systems
    • Designing a System under Certain Constraints
    • Simplicity
    • Limitations
    • Robustness
    • Trade-offs
    • How the Internet Works
      • Routers
      • Domain Name Servers
      • Load Balancers
      • Firewalls
    • Traversing a Graph
    • Run-time Complexity of Graphs
    • A Distributed Hash Table System
    • Resource Estimation with Real Systems
    • The Big Product Design Picture
    • Translation of an Abstract Problem to a System
    • API Discussions
    • Binary Trees
    • Cache
    • MapReduce
    • for Loop Problems
    • Index
    • Example: Backpropagate Computational Graph
    • Compilers
    • Memory Cache
    • Networks
  • Operating Systems
    • Execution
      • Processes
      • Threads
    • Synchronization
      • Locks
      • Mutexes
      • Semaphores
      • Monitors
    • Concurrency Issues
      • Deadlock
      • Livelock
    • Context Switching
      • How It Works
      • How It's Initiated by the Operating System
      • Underlying Hardware
    • Scheduling
    • Modern Concurrency Constructs
• Research Engineering
  • Probability
    • General Probability
    • Univariate Random Variables
    • Multivariate Random Variables
  • Financial Mathematics