Algorithms Courses and Certifications

Simons Institute

Algorithmic Management of Phase-Change Memory

Discover algorithmic strategies for efficiently managing phase-change memory systems and their unique computational challenges.

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

Kolmogorov-Seminar

How to Enumerate Combinatorial Objects Fast

Discover efficient enumeration techniques for combinatorial objects using Hamiltonian paths in Boolean cube polyhedra with minimal delay between consecutive objects.

• YouTube
• 1 hour 35 minutes
• Self-Paced
• Free Video

Career Certificate

Advanced Coding Interview Preparation with Python

1435 ratings at CodeSignal

Master advanced Python algorithms, data structures, and problem-solving techniques for technical interviews through hands-on practice with multidimensional arrays, hashmaps, and optimization strategies.

• CodeSignal
• 18 hours
• Self-Paced
• Free Certificate
• 5 courses

Career Certificate

Four-Week Coding Interview Prep in Python

1249 ratings at CodeSignal

Master Python coding interview skills through foundational exercises, classic problems, complex algorithms, and advanced data structures - from string manipulation to graph algorithms.

• CodeSignal
• 12 hours
• Self-Paced
• Free Certificate
• 4 courses

Introduction To Python Programming

75899 ratings at Udemy

Master Python fundamentals: variables, data types, syntax, control flow, loops, and essential data structures. Develop skills to write and run programs, solving problems efficiently with this beginner-friendly language.

• Udemy
• 1 hour 11 minutes
• Self-Paced
• Free Online Course

Algorithms on Strings

4 ratings

Explore key pattern matching concepts like tries, suffix trees, and Burrows-Wheeler transform. Learn efficient algorithms for text processing, genomic analysis, and information retrieval.

• Coursera
• 18 hours 49 minutes
• Self-Paced
• Paid Course

Digital Signal Processing 1: Basic Concepts and Algorithms

648 ratings at Coursera

Digital Signal Processing is the branch of engineering that, in the space of just a few decades, has enabled unprecedented levels of interpersonal communication and of on-demand entertainment.

• Coursera
• 1 day 4 hours 44 minutes
• Self-Paced
• Paid Course

Career Certificate

Advanced Coding Interview Preparation with Java

870 ratings at CodeSignal

Master advanced Java programming through data structures, algorithms, and problem-solving techniques. Learn multidimensional arrays, HashMaps, task decomposition, and optimization strategies for technical interviews.

• CodeSignal
• 18 hours
• Self-Paced
• Free Certificate
• 5 courses

Data Manipulation at Scale: Systems and Algorithms

4 ratings

Explore data manipulation at scale, covering systems and algorithms for processing large datasets. Learn about databases, MapReduce, NoSQL, and graph analytics to effectively handle big data challenges.

• Coursera
• 20 hours 6 minutes
• Self-Paced
• Paid Course

CodeHelp - by Babbar

Greedy Algorithms in 1 Video

Comprehensive video on greedy algorithms, covering multiple problems with code examples. Ideal for placement preparation, offering practical insights and problem-solving techniques.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

CodeHelp - by Babbar

Time and Space Complexity of Recursive Algorithms - C++ Placement Course

Comprehensive guide to analyzing time and space complexities of recursive algorithms in C++, with practical examples and homework assignments for reinforced learning.

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

World Science Festival

Outsourcing Humanity - Do Algorithms Make Better Decisions Than People?

Explore the impact of AI decision-making in healthcare, policy, and ethics. Leading researchers discuss the benefits, challenges, and ethical implications of algorithmic decision-making in various fields.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Conference Talk

Caleb Curry

Introduction to Linked Lists - Data Structures and Algorithms

Learn the fundamentals of linked lists, their benefits, structure, and operations like adding and deleting nodes. Gain practical knowledge to implement this essential data structure in your programming projects.

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

NDC Conferences

Apps, Algorithms and Abstractions - Decoding Our Digital World

Explore the hidden innovations and algorithms powering everyday smartphone interactions, from network protocols to media compression, and gain insights into the future of digital technology.

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

JSConf

User Interface Algorithms

Explore algorithms for predicting user intentions and determining hit states in UI elements, enhancing usability in dropdowns, graphs, and menus through JavaScript implementations.

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