Algorithms Courses and Certifications

Java Data Structures and Algorithms Masterclass

7883 ratings at Udemy

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

• Udemy
• 1 day 22 hours 39 minutes
• Self-Paced
• Paid Course

Introduction to Algorithms and Data structures in C++

6981 ratings at Udemy

A step-by-step guide with solved problems. I'm teaching visually with lots of examples.

• Udemy
• 3 hours 15 minutes
• Self-Paced
• Free Online Course

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

417 ratings at Coursera

Implement decision trees, k-NN, regression and support vector machines in Jupyter notebooks, then compare model performance and data preparation choices on business case studies.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Practical Data Structures & Algorithms in Java + HW

5681 ratings at Udemy

Go from zero to hero in the most important algorithms and data structures using Java

• Udemy
• 13 hours 44 minutes
• Self-Paced
• Paid Course

Great Learning

Search Algorithms in Java

Implement linear and binary search in Java while analyzing their time and space complexity.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

Great Learning

Learn Divide & Conquer Algorithms - Great Learning

Learn how divide-and-conquer algorithms solve problems through binary search, quick sort, and merge sort.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Great Learning

Top 5 Sorting Algorithms - Data Structures and Algorithms - Sorting Algorithms

Learn Bubble, Selection, Insertion, Quick, and Merge Sort through demonstrations, implementations, complexity analysis, and performance comparisons.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Devoxx

Algorithms to Live By - The Computer Science of Human Decisions

Computer science algorithms offer practical ways to think about when to commit, what to explore, and how to handle everyday choices.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

Strange Loop Conference

Algorithms for DNA Data Storage

Introduces algorithms for encoding, reading, and writing digital data in DNA, including fountain codes, random access, and lower-cost synthesis.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Krish Naik

FAANG DSA Series - Discussing Sorting Algorithms - Selection, Bubble and Insertion Sort - Ft Priya Bhatia

Explains bubble, selection, and insertion sort through array-based classifications, step-by-step implementations, and sorting behavior.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video

Scrimba

Guide to Algorithms in JavaScript - Binary Search

Learn binary search by implementing six JavaScript variants, including imperative, recursive, tail-recursive, array-splitting, array-view, and array-partition approaches.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

CMU Database Group

Sorting and Aggregation Algorithms in Database Systems - Lecture 10

Explore sorting and aggregation algorithms in database systems, covering key concepts and techniques for efficient data processing and analysis.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

CppNow

Implementing Fast Calendar Algorithms - Speeding Date

A look at calendar algorithms that run faster by reducing arithmetic and breaking dependencies in division and modulus calculations.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Conference Talk

Meeting Cpp

Advanced SIMD Algorithms in Pictures

Explore non-trivial SIMD algorithms like strcmp, set_intersect, and sort through visual explanations. Demystify vectorized algorithms for those with basic CS knowledge.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

One Man And His Songs

Building FM Algorithms in Halion 7 - Tutorial 22

Master FM synthesis algorithms in Halion 7 through hands-on exploration of feedback systems, ratios, and pitch modulation techniques for creating complex sounds.

• YouTube
• 24 minutes
• Self-Paced
• Free Video