Algorithms

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Problem Solving Using Computational Thinking (Coursera) Coursera
University of Michigan

Problem Solving Using Computational Thinking (Coursera)

CS: Theory Computer Science

Dive into 'Problem Solving Using Computational Thinking' on Coursera and unlock the secrets to tackling complex problems with ease. This course teaches you how to think like a computer, breaking down issues into manageable parts and developing solutions that are both logical and effective. Ideal for beginners eager to grasp the fundamentals of programming and computational logic.

Jun 22nd 2026
5-12 Weeks
Programming Algorithms Computational Thinking
Details
Basic Recommender Systems (Coursera) Coursera
EIT Digital

Basic Recommender Systems (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of recommender systems with our foundational course. Explore both collaborative filtering and content-based approaches, understand essential algorithms, and learn how to effectively use and evaluate these powerful tools in providing personalized recommendations. This course will equip you with a deep understanding of the benefits and limitations of different methods.

Jun 22nd 2026
4 Weeks
Algorithms Matrix Systems
Details
A Complete Reinforcement Learning System (Capstone) (Coursera) Coursera
University of Alberta,Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone) (Coursera)

Data Science

In this final course of the Reinforcement Learning specialization, you will synthesize your acquired knowledge to build a complete reinforcement learning (RL) system. By tackling a real-world problem, you'll learn how each component—problem formulation, algorithm selection, parameter tuning, and representation design—works together in a cohesive solution. This capstone project requires you to create both the environment simulating your problem and an RL agent with neural network function approximation. You will also conduct a scientific study of your learning system, enhancing your ability to assess the robustness of RL agents.

Jun 22nd 2026
5-12 Weeks
Artificial Intelligence Algorithms Machine Learning
Details
Algorithms for Searching, Sorting, and Indexing (Coursera) Coursera
University of Colorado Boulder

Algorithms for Searching, Sorting, and Indexing (Coursera)

Computer Science

Discover the fundamental principles of algorithm design and analysis in this online course offered by CU Boulder. Explore key concepts such as sorting arrays, priority queues, hash functions, and their applications through engaging lectures and practical exercises. This course is perfect for those looking to enhance their data science skills with a focus on searching, sorting, and indexing algorithms.

Jun 22nd 2026
4 Weeks
Algorithms Data Structures QuickSort
Details
Machine Learning Algorithms with R in Business Analytics (Coursera) Coursera
University of Illinois at Urbana-Champaign

Machine Learning Algorithms with R in Business Analytics (Coursera)

Business

Dive into the world of Machine Learning Algorithms with R in Business Analytics on Coursera. This course provides a solid foundation in machine learning techniques, focusing on practical applications that can drive actionable insights for businesses. Learn why machine learning is crucial and how to use it effectively with R programming language.

Jun 22nd 2026
4 Weeks
Algorithms Machine Learning Clustering
Details
Practical Steps for Building Fair AI Algorithms (Coursera) Coursera
Fred Hutchinson Cancer Center

Practical Steps for Building Fair AI Algorithms (Coursera)

Computer Science

Discover the essential steps to building fair AI algorithms with our online course. Gain insights into identifying and eliminating bias in AI systems through practical principles and real-world examples. Learn how to assess fairness in algorithms used across various critical sectors, including healthcare and criminal justice.

Jun 22nd 2026
4 Weeks
Algorithms Algorithm Design Bias
Details
Analytic Combinatorics (Coursera) Coursera
Princeton University

Analytic Combinatorics (Coursera)

CS: Theory Sci: Mathematics

Dive into the world of Analytic Combinatorics with this comprehensive online course. Master the symbolic method to understand functional relations among ordinary, exponential, and multivariate generating functions. Explore techniques in complex analysis to derive precise asymptotic results. This free course is ideal for those interested in combinatorial structures and their quantitative analysis.

Jun 15th 2026
5-12 Weeks
Math Calculus Analytic Combinatorics
Details
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