Algorithm Analysis Courses and Certifications

Java Essential Training for Students

88 ratings at LinkedIn Learning

Taking a college-level programming course? Maximize your learning with these Java tutorials.

• LinkedIn Learning
• 3-4 hours
• On-Demand
• Free Trial Available

Learn Sorting Algorithms with Python

15 ratings at Codecademy

Learn about the usefulness and efficiency of computational sorting by implementing different sorting algorithms yourself.

• Codecademy
• 3 hours
• On-Demand
• Free Trial Available

Machine Learning and AI Foundations: Decision Trees with SPSS

Establish a strong foundation in ML by exploring the IBM SPSS Modeler and learning about CHAID and C&RT. This course is designed to help expand your data science skills.

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

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

MCS-211 : Design and Analysis of Algorithms

Master algorithm design and analysis through comprehensive coverage of fundamental concepts, from basic complexity analysis to advanced NP-completeness, including practical implementations of various algorithmic techniques.

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

NITTTR

Algorithms

Discover fundamental algorithmic concepts and problem-solving techniques through comprehensive analysis, design patterns, and implementation strategies over 12 weeks.

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

Chhattisgarh Swami Vivekanand Technical University;  IGNOU

Foundations of Algorithmic Problem-Solving A Comprehensive Approach

Comprehensive approach to algorithmic problem-solving, covering design techniques, analysis, and practical applications. Equips learners with essential skills for solving complex problems efficiently.

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

Algorithms: Sorting and Searching Course (How To)

119-minute Computer Science course: This course will look at algorithms in two categories: sorting and searching. We'll implement well-known sortin...

• Treehouse
• 1 hour 59 minutes
• On-Demand
• Free Trial Available

CS50 2012 - Week 3 Continued: Search Algorithms and Sorting Techniques

Explore efficient search and sorting algorithms, including linear and binary search, bubble sort, selection sort, and merge sort. Learn asymptotic notation for algorithm analysis.

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

NPTEL;  IIT Kharagpur

Introduction to Algorithms and Analysis

1 review

Comprehensive exploration of algorithmic concepts, from sorting and analysis to advanced data structures and graph algorithms, emphasizing practical implementation and theoretical foundations.

• YouTube
• 1 day 5 hours
• On-Demand
• Free Video

Simple Snippets

Big Oh vs Big Omega vs Big Theta Notations - Asymptotic Analysis of Algorithms with Example

Explore Big O, Omega, and Theta notations for algorithm analysis. Learn their mathematical definitions, practical applications, and differences in measuring best, worst, and average-case time complexities.

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

Krish Naik

Competitive Programming Data Structures and Algorithms

Master data structures and algorithms through competitive programming challenges, covering sorting, searching, stacks, queues, and time complexity analysis.

• YouTube
• 8 hours 32 minutes
• On-Demand
• Free Video

Keith Galli

Algorithms - Recurrences

Master recurrence equations through Fibonacci, merge sort, and binary search examples using recursion-tree and master methods for algorithm analysis.

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

LZ and Universal Compression - Lecture 10

Explore Lempel-Ziv algorithms and universal compression techniques in this Stanford lecture, delving into advanced data compression theory and applications.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Fundamental Algorithms - Design and Analysis

This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems.

• YouTube
• 10 hours
• On-Demand
• Free Video