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

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 Online Course

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
• Free Online Course (Audit)

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
• Free Online Course (Audit)

Algorithmic Thinking (Part 2)

9 reviews

Develop advanced algorithmic skills through divide-and-conquer and dynamic programming techniques. Implement algorithms in Python to analyze real-world datasets, enhancing problem-solving abilities across computational domains.

• Coursera
• 12 hours
• On-Demand
• Free Online Course (Audit)

NPTEL;  Chennai Mathematical Institute

Design and Analysis of Algorithms

9 reviews

Learn algorithm design and analysis, covering sorting, graphs, dynamic programming, and complexity theory. Gain practical skills in efficient problem-solving and algorithm implementation.

• YouTube
• 15 hours
• On-Demand
• Free Online Course

Calculus: Single Variable Part 3 - Integration

515 ratings at Coursera

Explore integration techniques, differential equations, and the fundamental theorem of integral calculus in this advanced single-variable calculus course emphasizing conceptual understanding and applications.

• Coursera
• 17 hours
• On-Demand
• Free Online Course (Audit)

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
• Free Online Course (Audit)

Data Structures & Algorithms III: AVL and 2-4 Trees, Divide and Conquer Algorithms

5 reviews

Explore advanced data structures like AVL and 2-4 trees, and dive into sorting algorithms including iterative and divide-and-conquer methods. Gain practical skills in implementing and analyzing efficient algorithms.

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Object-Oriented Programming with Java II: Object-Oriented Programming and Algorithms

13 ratings at edX

Learn the basics of object-oriented programming and algorithms.

• edX
• 6 weeks, 5-6 hours a week
• On-Demand
• Free Online Course (Audit)

AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures

Explore advanced Java programming concepts including polymorphism, exceptions, and dynamic data structures. Master OOP strategies and algorithms for efficient coding.

• edX
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course (Audit)

Master the Coding Interview: Data Structures + Algorithms

36467 ratings at Udemy

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

• Udemy
• 19 hours 46 minutes
• On-Demand
• Paid Course

JavaScript Algorithms and Data Structures Masterclass

28471 ratings at Udemy

The Missing Computer Science and Coding Interview Bootcamp

• Udemy
• 21 hours 52 minutes
• On-Demand
• Paid Course

Python Data Structures & Algorithms + LEETCODE Exercises

10182 ratings at Udemy

DSA for Cracking the Coding Interview. Animated Examples for Faster Learning and Deeper Understanding.

• Udemy
• 9 hours 28 minutes
• On-Demand
• Paid Course

The Complete Data Structures and Algorithms Course in Python

9170 ratings at Udemy

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

• Udemy
• 1 day 22 hours 34 minutes
• On-Demand
• Paid Course