Algorithm Design Courses and Certifications

Learn Image Analysis

314 ratings at Udemy

Become an expert in image analysis: create powerful algorithms to detect features reliably and measure them accurately

• Udemy
• 4 hours 58 minutes
• On-Demand
• Free Online Course

Basic Robotic Behaviors and Odometry

60 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 4 hours 18 minutes
• On-Demand
• Paid Course

QuantConnect Boot Camp in Python

242 ratings at Udemy

Learn how to design your own algorithms in python for quantitative trading

• Udemy
• 2 hours 44 minutes
• On-Demand
• Free Online Course

Big Data Computing with Spark

10 ratings at edX

Learn the theory and gain hands-on experience of big data systems, using Spark as the exemplary platform.

• edX
• 8 weeks, 6-10 hours a week
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Bombay

Design & Analysis of Algorithms

2 reviews

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
• On-Demand
• Free Video

Design and Analysis of Algorithms

2 reviews

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

Master Transportation Problem Algorithm

130 ratings at Udemy

Learn the algorithm with Applications for Minimisation, Maximisation, Balanced, Unbalanced Problems

• Udemy
• 10 hours 36 minutes
• On-Demand
• Paid Course

Learn Coding from the Scratch

123 ratings at Udemy

Learn how to program your own app. You've always wanted to learn how to build software or code a script out of the box.

• Udemy
• 6 hours 45 minutes
• On-Demand
• Free Online Course

Algorithms in JavaScript : Design techniques

69 ratings at Udemy

Data Structures, Complexity Analysis,Recursion, backtracking, Dynamic Programming,Greedy algorithm, Divide and Conquer

• Udemy
• 17 hours 21 minutes
• On-Demand
• Paid Course

École normale supérieure

Approximation Algorithms Part II

46 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 11 hours 30 minutes
• On-Demand
• Paid Course

EIT Digital;  Politecnico di Milano

Basic Recommender Systems

43 ratings at Coursera

Explore leading recommender system approaches, from collaborative to content-based. Learn algorithms, evaluation techniques, and design strategies for personalized recommendations across various domains.

• Coursera
• 11 hours 50 minutes
• On-Demand
• Paid Course

Machine Learning Interview Questions & Answers

26 ratings at Udemy

Top questions (with answers) asked in Machine Learning Engineer job interviews. Become top Data Scientist / ML Engineer.

• Udemy
• 3 hours 25 minutes
• On-Demand
• Paid Course

Programming for Data Science

6 ratings at edX

Learn how to apply fundamental programming concepts, computational thinking and data analysis techniques to solve real-world data science problems.

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

Codio

C++: Algorithms

11 ratings at Coursera

Master data structures and algorithms in C++ through hands-on coding exercises, covering complexity analysis, design techniques, searching, and sorting - all with instant feedback and practical examples.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Board Infinity

Dive Deep into Python

12 ratings at Coursera

Comprehensive Python course covering fundamentals, data structures, OOP, and file handling. Equips learners with skills for efficient coding, data manipulation, and software development.

• Coursera
• 1 day 9 hours 24 minutes
• On-Demand
• Paid Course