Algorithms Courses and Certifications

Optimization Algorithms: Theory and Software Implementation

Master optimization algorithms through hands-on Python implementation, covering line search, descent methods, Newton's techniques, and constrained optimization, with practical applications in machine learning and econometrics.

• Swayam
• 12 weeks
• On-Demand
• Free Online Course

Master the Pathfinding Algorithms with JavaScript and React

Enhance your JavaScript and React skills, build a portfolio project, and understand the pathfinding algorithms on a deeper level in this project-based course!

• Zero To Mastery
• 2 hours
• On-Demand
• Paid Course

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Algorithms, Part II

18 reviews

Explore advanced algorithms and data structures, focusing on graph and string processing. Learn efficient Java implementations and analyze their performance for real-world applications.

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

The Royal Institution

How to Bend the Rules - Algorithms and Data in Modern Life

Hannah Fry explores how data-driven algorithms have permeated our lives, controlling many aspects without our awareness. She delves into the impact of these algorithms on society and human behavior.

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

Sundeep Saradhi Kanthety

Design and Analysis of Algorithms

Master algorithmic problem-solving with comprehensive coverage of divide & conquer, dynamic programming, greedy methods, graph algorithms, and backtracking techniques for interviews.

• YouTube
• 1 day 4 hours 21 minutes
• On-Demand
• Free Video

Keith Galli

College Level Algorithms Explained Simply

Master college-level algorithms through simple explanations of sorting, asymptotic notation, recurrence relations, and dynamic programming with practical examples.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Algorithms for Big Data

10 reviews

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

Microcredential

Data Structures and Algorithms

6 reviews

Gain practical experience with 100+ data structures and algorithm exercises, guided by a dedicated mentor to prepare for interviews and real-world programming challenges.

• Udacity
• 47 hours
• On-Demand
• Paid Course

Machine Learning for Musicians and Artists

94 reviews

Explore machine learning techniques for creating interactive art, music, and installations. Learn to analyze gestures, audio, and sensor data using classification, regression, and segmentation algorithms.

• Kadenze
• 50 hours
• On-Demand
• Free Online Course

• Best of All Time

The Royal Institution

Algorithms That Control Our Lives - With David Sumpter

Mathematician David Sumpter explores the impact and limitations of algorithms in shaping our online behaviors, from social media influence to fake news, offering insights into their real-world effectiveness.

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

NPTEL-NOC IITM

Deterministic Search Algorithms in Computer Science

Explore deterministic search algorithms and their applications in problem-solving and optimization techniques.

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

UofU Data Science

Advanced Algorithms (Fall 2019)

Master sophisticated algorithmic techniques and computational problem-solving strategies through comprehensive university-level lectures covering advanced topics in algorithm design and analysis.

• YouTube
• 1 day 10 hours 46 minutes
• On-Demand
• Free Video

CodeBeauty

Array of Objects Algorithms - Search, Sort, Reverse, Max, Min, Custom Methods

Learn essential array operations: searching, sorting, reversing, and finding min/max elements. Master custom comparison methods and best practices for efficient array manipulation in object-oriented programming.

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

Simons Institute

Algorithms and the Law

Explore the intersection of algorithms and law with experts discussing implications, challenges, and potential solutions in this thought-provoking panel discussion.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video