Algorithm Design Courses and Certifications

Bias and Discrimination in AI

Explore bias and discrimination in AI, covering types, fairness metrics, affected fields, and mitigation strategies. Learn from experts about ethical challenges in machine learning and algorithm design.

• edX
• 4 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Learn Image Analysis

277 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

Coding for Kids - Scratch Programming for Beginners

261 ratings at Udemy

Learn Coding with Scratch - Programming for Kids - Scratch Programming Fundementals - Coding for Kids 101

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

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

260 ratings at Udemy

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

• Udemy
• 14 hours 24 minutes
• On-Demand
• Paid Course

QuantConnect Boot Camp in Python

222 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

Board Infinity

Dive Deep into Python

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 7 minutes
• On-Demand
• Free Online Course (Audit)

Learn Coding from the Scratch

118 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

Programming 102: Think Like a Computer Scientist

Take your Python skills further in this online course, guided by the Raspberry Pi Foundation.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

EIT Digital;  Politecnico di Milano

Basic Recommender Systems

41 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
• Free Online Course (Audit)

Create own Artificial Neural Network in Python

37 ratings at Udemy

ANN from beginning. In this course I shall show a very basic example,thank you

• Udemy
• 1 hour 24 minutes
• On-Demand
• Paid Course

Fred Hutchinson Cancer Center

Practical Steps for Building Fair AI Algorithms

Learn practical steps to build fair AI algorithms, focusing on real-world applications in healthcare, criminal justice, and language models. Gain insights on designing, assessing, and implementing ethical algorithmic decision-making systems.

• Coursera
• 5 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

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

Coursera Instructor Network

Algorithmic Solutions: Design, Problem Solving, Reporting

Develop optimized algorithms and enhance problem-solving skills through practical examples. Learn to approach complex challenges, implement efficient solutions, and effectively communicate results.

• Coursera
• 1 hour 51 minutes
• On-Demand
• Paid Course

Introduction to Graduate Algorithms

Learn advanced techniques for designing algorithms and apply them to hard computational problems.

• Udacity
• 12 weeks
• On-Demand
• Free Online Course

An Introduction to Logic for Computer Science

2 ratings at FutureLearn

Hone your computer science skills and gain practical applications for solving complex problems with logic.

• FutureLearn
• 2 weeks, 3 hours a week
• On-Demand
• Free Certificate