Big O Notation Courses and Certifications

Understand Big O Notation in Python

Gain hands-on experience modeling algorithmic efficiency using Python and Big O notation, enabling you to quantify performance impacts and advocate for scale efficiency in data systems.

• Coursera
• 4 hours 30 minutes
• On-Demand
• Paid Course

Complete Algorithms Complexity and Big O Notation Course

932 ratings at Udemy

Master algorithm complexity evaluation and Big O notation through practical examples, including solutions to FAANG interview questions and recursive algorithms analysis.

• Udemy
• 1 hour 57 minutes
• On-Demand
• Paid Course

Back To Back SWE

Time and Space Complexity

Master asymptotic analysis with Big O, Omega, and Theta notations to evaluate algorithm efficiency and understand logarithmic time complexities in computer science.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Calculus: Single Variable Part 1 - Functions

8 reviews

Calculus is one of the grandest achievements of human thought, explaining everything from planetary orbits to the optimal size of a city to the periodicity of a heartbeat.

• Coursera
• 14 hours
• On-Demand
• Paid Course

Time and space complexity analysis (big-O notation)

232 ratings at Udemy

Learn how to analyze the time complexity and the space complexity of an algorithm by using the big O notation

• Udemy
• 7 hours 35 minutes
• On-Demand
• Paid Course

Algorithmic Thinking (Part 1)

15 reviews

Explore algorithmic efficiency and graph theory, implementing key algorithms in Python to analyze real-world data sets. Develop problem-solving skills beyond specific programming languages.

• Coursera
• 12 hours
• On-Demand
• Paid Course

Big O Notation - Full Course

1 review

Comprehensive guide to Big O Notation, covering various time complexities, algorithms like binary search and merge sort, and space complexity, with practical coding examples.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

Data Structures and Performance

6 reviews

Explore data structures and algorithms for efficient handling of large datasets. Learn asymptotic analysis, linked lists, trees, and hashtables to improve program performance and flexibility.

• Coursera
• 1 day 17 hours 34 minutes
• On-Demand
• Paid Course

Learn Data Structures and Algorithms in Python

1014 ratings at Boot.dev

Master Python algorithms and Big-O complexity while building skills to write performant code, tackle technical interviews, and understand fundamental computer science concepts.

• Boot.dev
• 32 hours
• On-Demand
• Paid Course

Ryan O'Donnell

Big O and Friends - Lecture 2a of CS Theory Toolkit

Explore asymptotic notation in theoretical computer science, covering Big O, Omega, and related concepts. Essential for understanding algorithm efficiency and complexity analysis.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Master the Coding Interview: Data Structures + Algorithms

39496 ratings at Udemy

Ultimate coding interview bootcamp. Get more job offers, negotiate a raise: Everything you need to get the job you want!

• Udemy
• 20 hours 5 minutes
• On-Demand
• Paid Course

JavaScript Algorithms and Data Structures Masterclass

30934 ratings at Udemy

The Missing Computer Science and Coding Interview Bootcamp

• Udemy
• 21 hours 54 minutes
• On-Demand
• Paid Course

Python Data Structures & Algorithms + LEETCODE Exercises

16003 ratings at Udemy

DSA + LEETCODE for Coding Interviews — Clear, Step-by-Step Animated Walkthroughs!

• Udemy
• 10 hours 18 minutes
• On-Demand
• Paid Course

The Complete Data Structures and Algorithms Course in Python

11181 ratings at Udemy

100+ DSA Interview Questions for Cracking FAANG with Animated Examples for Deeper Understanding and Faster Learning

• Udemy
• 1 day 22 hours 33 minutes
• On-Demand
• Paid Course

Tech with Tim

Big O Notation & Time Complexity Analysis Tutorial

1 review

Comprehensive tutorial on Big O Notation and Time Complexity Analysis, featuring in-depth explanations and practical examples ranging from easy to hard difficulty levels.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video