Algorithm Design Courses and Certifications

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
• On-Demand
• Paid Course

Bias and Discrimination in AI

Explore bias and discrimination in AI, covering types, fairness metrics, affected fields, and mitigation strategies. Learn from experts about ethical challenges in machine learning and algorithm design.

• edX
• 4 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• Paid Course

Teach teens computing: Functions and algorithms, searching and sorting in Python

Take your Python skills further in this online course, guided by the Raspberry Pi Foundation.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

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
• On-Demand
• 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
• On-Demand
• Free Video

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Nvidia

Deep Learning in MATLAB: From Algorithm Design to Embedded Deployment on NVIDIA Jetson

Explore deep learning in MATLAB, from transfer learning to GPU deployment on NVIDIA Jetson. Learn algorithm design, CUDA compilation, and performance optimization for embedded systems.

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

Chennai Mathematical Institute;  NPTEL

Design and Analysis of Algorithms

2 reviews

This course will cover basic concepts in the design and analysis of algorithms.

• Swayam
• 12 weeks, 2-3 hours a week
• On-Demand
• Free Online Course

Advanced Core Python Code Challenges

173 ratings at LinkedIn Learning

Test out your programming skills in Python by practicing with these advanced core coding challenges.

• LinkedIn Learning
• 39 minutes
• On-Demand
• Free Trial Available

Data Ethics: Making Data-Driven Decisions

143 ratings at LinkedIn Learning

Learn how to design computer algorithms to be more ethical when making complex decisions.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Combinatorics and Algorithms Design

Master combinatorial mathematics and algorithm design principles through advanced counting techniques, generating functions, recurrence relations, and problem-solving strategies.

• XuetangX
• On-Demand
• Free Online Course

Towards Scalable and Privacy-Preserving Graph Learning via System-aware Algorithm Design

Discover system-aware algorithm design for scalable, privacy-preserving graph learning in this technical presentation by H. Yin from University of Central Florida.

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