Algorithm design courses can help you learn sorting algorithms, graph theory, dynamic programming, and complexity analysis. You can build skills in problem-solving, optimizing code efficiency, and understanding data structures like trees and hash tables. Many courses introduce tools such as Python, Java, or C++, along with frameworks for implementing algorithms, that support tasks in artificial intelligence, data analysis, and software development.

National Taiwan University
Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, Architectural Drawing, Model Evaluation, Structural Engineering, Computer-Aided Design, 3D Assets, Building Design, Drafting and Engineering Design, Engineering Drawings, Architectural Design
Mixed · Course · 1 - 3 Months
CertNexus
Skills you'll gain: Model Training, Jupyter, Unsupervised Learning, Model Evaluation, Classification Algorithms, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Regression Analysis, Machine Learning, Model Optimization, Statistical Modeling, Machine Learning Algorithms, Algorithms
Intermediate · Course · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Prompt Engineering, Amazon Bedrock, MLOps (Machine Learning Operations), Product Improvement, Innovation, Solution Design, Model Training, Generative AI, Ideation, Amazon Web Services, Lean Methodologies, Model Evaluation, Process Improvement, Human Centered Design, Product Development, New Product Development, Machine Learning Methods, Machine Learning, User Research, Risk Management
Beginner · Course · 1 - 3 Months

The University of Tokyo
Skills you'll gain: Lesson Planning, Teaching, Program Evaluation, Pedagogy, Course Development, Instructional and Curriculum Design, Graphic and Visual Design, Interactive Learning, Graphical Tools, Instructional Design, Peer Review, Cooperation, Constructive Feedback, Concision, Analysis
Beginner · Course · 1 - 4 Weeks
Duke University
Skills you'll gain: Responsible AI, Large Language Modeling, Decision Tree Learning, Data Ethics, Regression Analysis, Artificial Intelligence, Machine Learning, Applied Machine Learning, Statistical Modeling, Python Programming, Embeddings, Deep Learning, Machine Learning Algorithms, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Data Quality, Quantitative Research, Data Validation, Data Integrity, Data Collection, Data Processing, Data Analysis, Data Management, Data Preprocessing, Data Access, Statistical Analysis, Analysis, Sampling (Statistics), Verification And Validation, Design Strategies
Beginner · Specialization · 1 - 3 Months

Arizona State University
Skills you'll gain: Usability, Usability Testing, Human Computer Interaction, Human Centered Design, Human Factors, User Centered Design, UI/UX Research, User Research, Data Collection, Research Methodologies, Research, Experimentation, Case Studies
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Data Warehousing, Google Cloud Platform, Big Data, Model Evaluation, Apache Spark, Data Integration, Dataflow, SQL, Data Pipelines, Metadata Management, Data Management, Real Time Data, Tensorflow, Data Science, Command-Line Interface, Applied Machine Learning, Cloud-Based Integration, Apache Hadoop, Query Languages, Machine Learning
Intermediate · Specialization · 1 - 3 Months
Duke University
Skills you'll gain: Responsible AI, Large Language Modeling, Generative AI, Data Ethics, Artificial Intelligence, Generative Model Architectures, Model Evaluation, Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Machine Learning, Scientific Visualization, Deep Learning, Artificial Neural Networks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Innovation, Organizational Change, Change Management, Corporate Sustainability, Corporate Strategy, Business Transformation, Organizational Strategy, Business Leadership, Process Development, Organizational Development, Business Strategies, Growth Strategies, Culture Transformation, Organizational Structure, Product Development, Customer Analysis, Consumer Behaviour, Decision Making
Beginner · Course · 1 - 3 Months

Skills you'll gain: File I/O, C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), C and C++, Debugging, Data Structures, C (Programming Language), Code Reusability, Development Environment, Program Development, Programming Principles, Computer Programming, Memory Management, Computer Programming Tools, Data Persistence, Algorithms, Data Management, Computational Logic
Intermediate · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Stakeholder Engagement, Project Planning, Stakeholder Management, Planning, Conflict Management, Project Management, Project Scoping, Leadership and Management, Stakeholder Communications, Scope Management, Project Controls, Project Documentation, Coordinating, Stakeholder Analysis, Influencing, Organizational Structure
Mixed · Course · 1 - 3 Months