Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

LinkedIn Learning

Programming Foundations: Algorithms

via LinkedIn Learning

Write review
Corporate Finance Institute Ad

Build the Finance Skills That Lead to Promotions, Not Just Certificates

Learn More → Noble Desktop Ad

Live Online Classes in Design, Coding & AI — Small Classes, Free Retakes

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
Algorithms are the universal building blocks of programming. Learn the most popular and useful programming algorithms for searching and sorting data, counting values, and more.

Syllabus

Introduction
  • Algorithms power the world
  • What you should know
1. Overview
  • What are algorithms?
  • Common algorithms in programming
  • Measuring algorithm performance
2. Common Data Structures
  • Introduction to common data structures
  • Arrays
  • Linked lists
  • Linked lists example
  • Stacks and queues
  • Stacks and queues example
  • Dictionaries
3. Recursion
  • Understanding recursion
  • Simple recursion example
  • Calculating power and factorial
4. Sorting Information
  • Overview of sorting
  • The bubble sort
  • The merge sort
  • Implementing the merge sort
  • The quicksort
  • Implementing the quicksort
5. Searching for Data
  • Unordered list search
  • Binary search
  • Determine if a list is sorted
6. Practical Examples with Data Structures
  • Unique filtering with sets
  • Value counting with a dictionary
  • Find max value recursively
  • Balancing statements with Stack
Conclusion
  • Next steps

Taught by

Joe Marini

Reviews

4.6 rating at LinkedIn Learning based on 378 ratings

Start your review of Programming Foundations: Algorithms

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.