Algorithm Design Courses and Certifications

Advanced Data Structures in Java

1237 ratings at Coursera

Explore advanced data structures and algorithms for real-world problem-solving, focusing on graphs and their applications in route planning, network optimization, and resource allocation.

• Coursera
• 1 day 4 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Design and Analysis of Algorithms

1 review

Comprehensive exploration of advanced algorithm design and analysis, covering diverse topics from interval scheduling to cryptography and distributed systems.

• MIT OpenCourseWare
• 39 hours
• On-Demand
• Free Video

Advanced Algorithms and Complexity

692 ratings at Coursera

Explore advanced algorithms for network flows, linear programming, NP-complete problems, and streaming. Learn to solve complex computational challenges and optimize real-world systems efficiently.

• Coursera
• 1 day 3 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Computational Thinking for K-12 Educators Capstone

Prepare K-12 educators to guide students through the AP Computer Science Principles Create Task, focusing on algorithm design, abstraction, and project management skills.

• Coursera
• 11 hours 26 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Computer Science Essentials for Software Development

Comprehensive software development program covering Java fundamentals, data structures, algorithms, and JavaScript for web development. Emphasizes best practices and core principles.

• edX
• 16 weeks, 6-8 hours a week
• On-Demand
• $596.00
• 4 courses

Algorithms for Searching, Sorting, and Indexing

386 ratings at Coursera

This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters.

• Coursera
• 1 day 11 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

How to Code: Complex Data

5 reviews

Learn how to design more complex programs, using new data structures, abstraction, and generative recursion.

• edX
• 6 weeks, 2-3 hours a week
• On-Demand
• Free Online Course (Audit)

Basic Robotic Behaviors and Odometry

39 ratings at Coursera

Explore autonomous mobile robots through hands-on exercises in Webots simulator. Learn reactive behaviors, state machines, and forward kinematics for non-holonomic systems, emphasizing the physical system's impact on algorithm design.

• Coursera
• 1 day 3 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Algorithms for Battery Management Systems

Master battery management systems: learn cell modeling, state estimation, and pack balancing algorithms for lithium-ion batteries. Gain skills for efficient energy storage and power delivery in various applications.

• Coursera
• 35 weeks, 4 hours a week
• On-Demand
• Paid Course
• 5 courses

Approximation Algorithms Part I

552 ratings at Coursera

Explore approximation algorithms for NP-hard problems using linear programming and randomized rounding techniques. Learn to design efficient solutions with provable guarantees for combinatorial optimization challenges.

• Coursera
• 1 day 9 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Dynamic Programming: Applications In Machine Learning and Genomics

Learn how dynamic programming and Hidden Markov Models can be used to compare genetic strings and uncover evolution.

• edX
• 4 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

ChatGPT Complete Course - Prompt Engineering for ChatGPT

10088 ratings at Udemy

ChatGPT, ChatGPT App Store, Prompt Engineering in ChatGPT, AI Prompt Engineering, Learn Prompt Design and Generative AI

• Udemy
• 5 hours 18 minutes
• On-Demand
• Paid Course

CUDA programming Masterclass with C++

1659 ratings at Udemy

Learn parallel programming on GPU's with CUDA from basic concepts to advance algorithm implementations.

• Udemy
• 10 hours 48 minutes
• On-Demand
• Paid Course

Approximation Algorithms Part II

44 ratings at Coursera

Explore advanced approximation algorithms using linear programming duality and semidefinite programming for combinatorial optimization problems like Steiner forest, facility location, and maximum cut.

• Coursera
• 1 day 8 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Solving LeetCode's Top Interview Questions in Java [2024]

287 ratings at Udemy

Expand your knowledge of problem solving and impress your coding interviewers.

• Udemy
• 15 hours 8 minutes
• On-Demand
• Paid Course