Algorithms and Data Structures Courses and Certifications

Understand Big O Notation in Python

Gain hands-on experience modeling algorithmic efficiency using Python and Big O notation, enabling you to quantify performance impacts and advocate for scale efficiency in data systems.

• Coursera
• 4 hours 30 minutes
• Self-Paced
• Paid Course

Data Structures & Algorithms Interview Prep

8 ratings at Udacity

Master essential problem-solving skills for technical interviews through hands-on practice with five algorithmic challenges and personalized code reviews.

• Udacity
• 2 hours
• Self-Paced
• Free Certificate

Data Structures & Algorithms in Swift

6 ratings at Udacity

Review and practice the skills technical interviewers expect you to know and learn how to explain your Swift solutions.

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

CodeWithHarry

Introduction to Data Structures and Algorithms

Explore the importance of data structures and algorithms in programming, understanding their role in efficient problem-solving and code optimization for better software development.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Android Programming Course - Kotlin, Jetpack Compose UI, Graph Data Structures & Algorithms

Create an Android app with Kotlin and Jetpack Compose UI. Learn about Graph data structures and algorithms by building a Sudoku app.

• freeCodeCamp
• 3-4 hours
• Self-Paced
• Free Video

Master JavaScript through hands-on projects: build games, apps, and tools while learning algorithms, data structures, OOP, functional programming, and asynchronous coding.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

Cloud Computing Project

42 ratings at Coursera

Apply cloud computing theories and techniques in a hands-on project, developing practical skills through two comprehensive tasks over six weeks.

• Coursera
• 21 hours 11 minutes
• Self-Paced
• Paid Course

Machine Learning Algorithms with Python in Business Analytics

38 ratings at Coursera

Explore machine learning algorithms for business analytics using R. Learn regression, classification, and clustering techniques to uncover patterns and gain actionable insights from data.

• Coursera
• 16 hours 23 minutes
• Self-Paced
• Paid Course

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

417 ratings at Coursera

Explore supervised learning techniques like decision trees, k-NN, and SVMs. Implement and analyze these algorithms on real business cases, gaining practical skills in data preparation and model evaluation.

• Coursera
• 9 hours 24 minutes
• Self-Paced
• Paid Course

Problems, Algorithms and Flowcharts

29 ratings at Coursera

Master fundamental algorithm concepts through problems, flowcharts, and pseudocode while learning iterative processes and practical conversion techniques for computational problem-solving.

• Coursera
• 8 hours 11 minutes
• Self-Paced
• Paid Course

Krish Naik

Competitive Programming Data Structures and Algorithms

1 rating

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

• YouTube
• 8 hours 32 minutes
• Self-Paced
• Free Video

Complete Python With DSA Bootcamp + LEETCODE Exercises

4815 ratings at Udemy

Master Python and Data Structures with Hands-on Projects and Coding Challenges for Tech Interviews and Beyond!

• Udemy
• 2 days 12 hours 50 minutes
• Self-Paced
• Paid Course

Data Structures and Design Patterns for Game Developers

149 ratings at Coursera

Enhance game development skills with data structures and design patterns, focusing on object-oriented designs for robust games. Covers dynamic arrays, linked lists, graphs, and essential design patterns.

• Coursera
• 22 hours 24 minutes
• Self-Paced
• Paid Course

Analytical Solutions to Common Healthcare Problems

36 ratings at Coursera

Explore analytical solutions for healthcare challenges, including data structures, grouping methods, ETL processes, and risk stratification. Gain skills to solve medical problems and communicate data effectively.

• Coursera
• 11 hours 54 minutes
• Self-Paced
• Paid Course

Coding Algorithms with AI

Discover how to build algorithms and controllers using AI-driven approaches, focusing on JavaScript development, debugging techniques, and automating processes for web applications.

• Coursera
• 9 hours 13 minutes
• Self-Paced
• Paid Course