Algorithm Design Courses and Certifications

Birla Institute Of Technology And Science–Pilani (BITS–Pilani)

Algorithm Design: Mastering Computational Problem Solving

Master algorithmic design paradigms including divide-and-conquer, dynamic programming, graph algorithms, and complexity theory to solve computational challenges efficiently.

• Coursera
• 1 day 8 hours 54 minutes
• On-Demand
• Paid Course

BCS-042 : Introduction to Algorithm Design

Master algorithm design fundamentals, from asymptotic notations to advanced techniques like greedy algorithms, divide-and-conquer approaches, and graph traversal methods for efficient problem-solving.

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

Advanced Algorithms - COMPSCI 224

41 reviews

Explore cutting-edge algorithmic techniques through comprehensive lectures, enhancing problem-solving skills and deepening understanding of complex computational challenges.

• YouTube
• 1 day 11 hours
• On-Demand
• Free Video

Simons Institute

Embedding as a Tool for Algorithm Design

Explore embedding algorithms for structured data prediction, combinatorial optimization, and dynamic network processes. Learn innovative approaches to algorithm design using latent variable models and mean field techniques.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

International Mathematical Union

Learning Theoretic Foundations of Data-Driven Algorithm Design

Explore machine learning techniques for data-driven algorithm design, focusing on combinatorial problems and online optimization. Learn to adapt algorithms to specific domains for improved performance.

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

Association for Computing Machinery (ACM)

Machine Learning for Algorithm Design

Explore data-driven algorithm design using machine learning, combining theoretical foundations with practical applications to improve performance for various combinatorial problems.

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

International Centre for Theoretical Sciences

The Proofs to Algorithms Method in Algorithm Design - Lecture 1

Explore the proofs-to-algorithms method for designing efficient algorithms through geometric and probabilistic approaches in theoretical computer science.

• YouTube
• 1 hour 34 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

The Proofs to Algorithms Method in Algorithm Design - Lecture 2

Explore the proofs-to-algorithms method for designing efficient algorithms through geometric and probabilistic approaches in theoretical computer science.

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

Simons Institute

Principled Algorithm, Data Structure and System Design for Processing-in-Memory

Discover principled approaches to algorithm, data structure, and system design for Processing-in-Memory (PIM) architectures in this technical presentation by Yiwei Zhao.

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

Coursera

Algorithmic Solutions: Design, Problem Solving, Reporting

27 ratings at Coursera

Develop optimized algorithms and enhance problem-solving skills through practical examples. Learn to approach complex challenges, implement efficient solutions, and effectively communicate results.

• Coursera
• 1 hour 51 minutes
• On-Demand
• Paid Course

Computer Science 113: Programming in Python

Learn Python programming fundamentals through engaging lessons covering data types, functions, OOP, algorithms, and advanced topics like multithreading and machine learning.

• Study.com
• 11 hours 36 minutes
• On-Demand
• Paid Course

Neso Academy

Design and Analysis of Algorithms

Master algorithmic principles, asymptotic analysis, and complexity evaluation through comprehensive coverage of Big O notation, recursive algorithms, and problem-solving techniques.

• YouTube
• 20 hours 25 minutes
• On-Demand
• Free Video

Kunal Kushwaha

Cycle Sort - Interview Questions for Amazon, Google, Microsoft

Master cyclic sort algorithm and solve LeetCode problems from easy to hard, enhancing your skills for top tech company interviews. Comprehensive tutorial with step-by-step explanations and practical coding examples.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Voices in the Code - A Story About People, Their Values, and the Algorithm They Made

Explore the development of a kidney transplant algorithm, examining ethical considerations, public participation, and the challenges of creating fair and transparent high-stakes software systems.

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

Introduction to Responsible AI Algorithm Design

605 ratings at LinkedIn Learning

Walk through the steps involved in designing responsible AI and to making responsible decisions. Along the way, check your learning with included challenge and solution sets.

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