Algorithm Design Courses and Certifications

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 ratings

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

Design and Analysis of Algorithms

2 ratings

Comprehensive exploration of advanced algorithm design and analysis, covering diverse topics from interval scheduling to cryptography and distributed systems.

• MIT OpenCourseWare
• 39 hours
• Self-Paced
• Free Video

Mastering Parallel programming with CUDA platform

1870 ratings at Udemy

Unofficial guide to parallel programming on GPU's with CUDA from basic concepts to advance algorithm implementations.

• Udemy
• 10 hours 48 minutes
• Self-Paced
• Paid Course

École normale supérieure

Approximation Algorithms Part II

47 ratings at Coursera

Explore advanced approximation algorithms using linear programming duality and semidefinite programming for combinatorial optimization problems like Steiner forest, facility location, and maximum cut.

• Coursera
• 1 day 11 hours 30 minutes
• Self-Paced
• Paid Course

EIT Digital;  Politecnico di Milano

Basic Recommender Systems

44 ratings at Coursera

Explore leading recommender system approaches, from collaborative to content-based. Learn algorithms, evaluation techniques, and design strategies for personalized recommendations across various domains.

• Coursera
• 11 hours 50 minutes
• Self-Paced
• Paid Course

Codio

C++: Algorithms

13 ratings at Coursera

Master data structures and algorithms in C++ through hands-on coding exercises, covering complexity analysis, design techniques, searching, and sorting - all with instant feedback and practical examples.

• Coursera
• 12 hours 55 minutes
• Self-Paced
• Paid Course

Board Infinity

Dive Deep into Python

12 ratings at Coursera

Comprehensive Python course covering fundamentals, data structures, OOP, and file handling. Equips learners with skills for efficient coding, data manipulation, and software development.

• Coursera
• 1 day 5 hours 39 minutes
• Self-Paced
• Paid Course

University of London;  Goldsmiths University of London

Mathematical Foundations for Computing

Explore essential mathematical concepts including sets, number systems, functions, and relations to build strong foundations for computer science and algorithm design.

• Coursera
• 19 hours 53 minutes
• Self-Paced
• Paid Course

Codio

Java: Algorithms

Explore data structures and algorithms in Java, covering complexity analysis, design techniques, searching, and sorting through hands-on coding exercises and instant feedback.

• Coursera
• 12 hours 30 minutes
• Self-Paced
• Paid Course

Fred Hutchinson Cancer Center

Practical Steps for Building Fair AI Algorithms

Learn practical steps to build fair AI algorithms, focusing on real-world applications in healthcare, criminal justice, and language models. Gain insights on designing, assessing, and implementing ethical algorithmic decision-making systems.

• Coursera
• 5 hours 29 minutes
• Self-Paced
• Paid Course

Ned Rush

Using Beats Warp Algorithm for Sound Design and Rhythmic Sequences in Ableton

Master Ableton's Beats Warp algorithm to create unique rhythms and percussive sequences by superimposing transients into sounds, enhancing your sound design capabilities and production techniques.

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

Introduction to Graduate Algorithms

1 rating

Learn advanced techniques for designing algorithms and apply them to hard computational problems.

• Udacity
• 20 hours
• Self-Paced
• Free Online Course

NPTEL;  IIT Bombay

Design and Analysis of Algorithms

Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

Kunal Kushwaha

Solve Any Pattern Question With This Trick

Learn a step-by-step approach to solve coding pattern questions efficiently, with practical examples and a focus on developing the right thought process for tackling various patterns.

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

CodeHelp - by Babbar

Stack and Queue - Data Structures for Placements

Master stack and queue data structures with theory, implementation, and advanced interview problems including histogram areas and celebrity problems.

• YouTube
• 8 hours 8 minutes
• Self-Paced
• Free Video