Algorithm Analysis Courses and Certifications

Sorting Algorithms using Java & C: Make Your Basics Strong

218 ratings at Udemy

Learn Analysis of Algorithm using asymptotic notations like Big Oh and others. Understand and analyse sorting algorithms

• Udemy
• 6 hours 36 minutes
• On-Demand
• Paid Course

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 reviews

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

Data Science Interview Preparation Guide

134 ratings at Udemy

Interview questions and answers in data science, statistics, machine learning, deep learning, culture fit and SQL.

• Udemy
• 4 hours 1 minute
• On-Demand
• Paid Course

Clemson University

Design and Analysis of Algorithms

35 ratings at Coursera

Master fundamental algorithm design techniques, data structures, and analysis methods through comprehensive exploration of sorting, recursion, hashing, optimization, and graph algorithms.

• Coursera
• 1 day 3 hours 29 minutes
• On-Demand
• Paid Course

Approximation Algorithms

33 ratings at Coursera

Explore efficient approximation techniques for NP-hard problems, learning to design and analyze algorithms that find near-optimal solutions with provable performance guarantees.

• Coursera
• 14 hours 59 minutes
• On-Demand
• Paid Course

Data Structures & Algos: Software Development Skills

Master fundamental algorithms and data structures through hands-on exploration of computational problem-solving, complexity analysis, stable matching, sorting techniques, and algorithm optimization for real-world applications.

• Coursera
• 18 hours 48 minutes
• On-Demand
• Paid Course

Scrimba

Data Structures and Algorithms: Merge Sort

Master merge sort with six implementations, enhancing problem-solving skills and algorithmic thinking for improved software design and development abilities.

• Coursera
• 1 hour 24 minutes
• On-Demand
• Paid Course

Coursera

Manage Binary Trees for Java Performance

Master Binary Search Trees in Java to build high-performance applications, optimize runtime efficiency, and prevent bottlenecks through balancing techniques and complexity analysis.

• Coursera
• 5 hours 13 minutes
• On-Demand
• Paid Course

Sundeep Saradhi Kanthety

Types of Time Complexities in Data Structures and Algorithms

Explore various time complexity types in algorithm analysis, understanding their impact on performance and efficiency in solving computational problems.

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

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

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

Great Learning

Market Basket Analysis - Apriori Algorithm Explained - Time Series

Learn market basket analysis, Apriori algorithm, sales prediction, text analysis, and sentiment analysis for business intelligence. Gain practical skills in data-driven decision-making and customer behavior prediction.

• YouTube
• 2 hours 56 minutes
• On-Demand
• Free Video

Chemometrics & Machine Learning in Copenhagen

Multi-Way Analysis - The Algorithm

Explore the alternating least squares algorithm for multi-way analysis, focusing on PARAFAC modeling in chemometrics. Learn about notation, potential problems, and alternative approaches.

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

media.ccc.de

TETRA Algorithm Set B: Security Analysis of New Cryptographic Standards

Dive into the security analysis of TETRA's new cryptographic standards, exploring vulnerabilities in TEA7 cipher, authentication suites, and critical infrastructure implications for emergency networks.

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

media.ccc.de

Breaking NATO Radio Encryption Through HALFLOOP-24 Algorithm Analysis

Discover how security flaws in HALFLOOP-24 encryption algorithm compromise NATO's high-frequency radio communications, exploring cryptography fundamentals and the technical details behind this critical vulnerability.

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