Space Complexity Courses and Certifications

Simons Institute

Streaming Lower Bounds for the Needle Problems

Exploring tight lower bounds for frequency estimation in random order data streams, focusing on the needle problem and its implications for streaming algorithm design.

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

Simons Institute

Pseudorandom Hashing for Space-Bounded Computation with Applications in Streaming

Explores a new pseudorandom generator for space-bounded computation, improving update time in streaming algorithms without sacrificing space. Applications in Fp estimation and CountSketch are discussed.

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

Simons Institute

Tight Space Complexity of the Coin Problem

Explore the space complexity of the coin problem, focusing on distinguishing biased coins. Learn about tight thresholds and new combinatorial techniques for analyzing branching programs.

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

Centre for Networked Intelligence, IISc

Designing Robust Algorithms for Data Streams with Adversarial Generation

Explore advanced techniques for designing robust streaming algorithms that maintain accuracy even under adversarial data manipulation, focusing on Missing Item Finding and graph coloring challenges.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Mastering Algorithms: Map, Set, and Two Pointers in JavaScript

Master JavaScript algorithms through hands-on practice with Maps, Sets, and two-pointer techniques. Optimize data structures and solve complex coding challenges with efficient approaches.

• CodeSignal
• On-Demand
• Free Certificate

Linked Lists, Stacks, and Queues in Python

Master fundamental data structures in Python through hands-on implementation of linked lists, stacks, and queues. Build practical applications and solve common coding interview challenges while understanding complexity analysis.

• CodeSignal
• On-Demand
• Free Certificate

Fundamental Data Structures - Linked Lists in JavaScript

Dive into linked list data structures through hands-on JavaScript implementations, mastering essential operations and solving real-world coding challenges for technical interviews.

• CodeSignal
• On-Demand
• Free Certificate

Mastering Algorithms: HashMaps, Two Pointers, and Beyond in C++

Master advanced C++ algorithms and optimization techniques, focusing on HashMaps, HashSets, and two-pointer methods to solve complex programming challenges and improve code efficiency.

• CodeSignal
• On-Demand
• Free Certificate

Master Dictionaries, Two Pointers, and More Algorithms in C#

Master essential C# programming techniques using dictionaries, HashSets, and two-pointer algorithms to optimize data structures and enhance problem-solving capabilities.

• CodeSignal
• On-Demand
• Free Certificate

Python Data Structures & Algorithms + LEETCODE Exercises

10968 ratings at Udemy

DSA for Cracking the Coding Interview. Animated Examples for Faster Learning and Deeper Understanding.

• Udemy
• 9 hours 28 minutes
• On-Demand
• Paid Course

The Complete Data Structures and Algorithms Course in Python

9451 ratings at Udemy

100+ DSA Interview Questions for Cracking FAANG with Animated Examples for Deeper Understanding and Faster Learning

• Udemy
• 1 day 22 hours 34 minutes
• On-Demand
• Paid Course

Java Data Structures & Algorithms + LEETCODE Exercises

8395 ratings at Udemy

DSA for Cracking the Coding Interview. Animated Examples for Faster Learning and Deeper Understanding.

• Udemy
• 9 hours 49 minutes
• On-Demand
• Paid Course

Data Structures and Algorithms: In Depth using C#

2235 ratings at Udemy

List, Stacks, Queues, Binary Search Trees, Hashing, Heaps, Graphs, Sorting, Searching - Data Structures & Algorithms C#

• Udemy
• 1 day 22 hours 28 minutes
• On-Demand
• Paid Course

Data Structures Algorithm DSA | Python+Javascript LEETCODE

1016 ratings at Udemy

Ultimate 25 days coding interview bootcamp. DSA, BigO, Coding Interview Patterns Python Javascript Get the job you want!

• Udemy
• 1 day 16 hours
• On-Demand
• Paid Course

Complete Algorithms Complexity and Big O Notation Course

800 ratings at Udemy

Master algorithm complexity evaluation and Big O notation through practical examples, including solutions to FAANG interview questions and recursive algorithms analysis.

• Udemy
• 1 hour 57 minutes
• On-Demand
• Paid Course