Algorithms and Data Structures Courses and Certifications

Basic Modeling for Discrete Optimization

460 ratings at Coursera

Aprenda a modelar e resolver problemas complexos de otimização discreta usando MiniZinc, uma linguagem de alto nível que utiliza tecnologias avançadas de resolução industrial.

• Coursera
• 1 day 3 hours 18 minutes
• Self-Paced
• Paid Course

Introduction to Algorithms (SMA 5503)

3 ratings

This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in practice.

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

Trees and Graphs: Basics

190 ratings at Coursera

Basic algorithms on tree data structures, binary search trees, self-balancing trees, graph data structures and basic traversal algorithms on graphs. This course also covers advanced topics such as kd-trees for spatial data and algorithms for spatial data.

• Coursera
• 1 day 10 hours 5 minutes
• Self-Paced
• Paid Course

Easy to Advanced Data Structures

7660 ratings at Udemy

A complete guide to learning everything there is to know about data structures

• Udemy
• 8 hours 18 minutes
• Self-Paced
• Paid Course

Intro to Algorithms

6 ratings

This class will give you an introduction to the design and analysis of algorithms, enabling you to analyze networks and discover how individuals are connected.

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

Master the Coding Interview: Big Tech (FAANG) Interviews

5919 ratings at Udemy

Ace the Google, Amazon, Meta, Microsoft, Netflix coding interviews. Step by step guide for their toughest questions!

• Udemy
• 1 day 12 hours 50 minutes
• Self-Paced
• Paid Course

Quantitative Formal Modeling and Worst-Case Performance Analysis

44 ratings at Coursera

Explore token systems, Petri-nets, and dataflow graphs. Master mathematical modeling and worst-case performance analysis techniques for embedded systems. Develop abstract thinking skills.

• Coursera
• 17 hours 26 minutes
• Self-Paced
• Paid Course

Approximation Algorithms and Linear Programming

62 ratings at Coursera

Explore linear and integer programming for optimal solutions in resource allocation, scheduling, and task assignment. Learn approximation algorithms for NP-hard problems with guaranteed performance bounds.

• Coursera
• 1 day 22 hours 18 minutes
• Self-Paced
• Paid Course

Operations Research (2): Optimization Algorithms

161 ratings at Coursera

Explore optimization algorithms for linear, integer, and nonlinear programs. Learn efficient methods like simplex, branch-and-bound, gradient descent, and Newton's method. Apply concepts to real-world business cases.

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

Competitive Programming Essentials, Master Algorithms

2656 ratings at Udemy

Master competitive coding techniques - maths, number theory, dynamic programming, advanced data structures & algorithms

• Udemy
• 2 days 8 hours 42 minutes
• Self-Paced
• Paid Course

Advanced Modeling for Discrete Optimization

143 ratings at Coursera

Explore advanced discrete optimization techniques, focusing on debugging models, using predicates, and solving complex scheduling and packing problems with state-of-the-art modeling languages and constraint solving software.

• Coursera
• 1 day 22 hours 29 minutes
• Self-Paced
• Paid Course

Data Structures Concepts & Singly Linked List Implementation

2480 ratings at Udemy

Data Structures Concepts & Singly Linked List Implementation

• Udemy
• 1 hour 39 minutes
• Self-Paced
• Free Online Course

Complexity Theory - Running Time Analysis of Algorithms

2418 ratings at Udemy

Learn Asymptotic Complexity, Running Times Analysis (O, Ω, θ) and Complexity Classes (P and NP)

• Udemy
• 1 hour 56 minutes
• Self-Paced
• Free Online Course

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