Algorithmic Thinking courses can help you learn problem-solving techniques, data structures, algorithm design, and complexity analysis. You can build skills in logical reasoning, optimization strategies, and analyzing algorithm efficiency. Many courses introduce tools like Python and R for implementing algorithms, along with frameworks for analyzing data sets and solving computational problems.

Skills you'll gain: Exploratory Data Analysis, Feature Engineering, Unsupervised Learning, Supervised Learning, Regression Analysis, Dimensionality Reduction, Time Series Analysis and Forecasting, Reinforcement Learning, Generative Model Architectures, Deep Learning, Data Analysis, Statistical Methods, Statistical Inference, Applied Machine Learning, Predictive Modeling, Statistical Hypothesis Testing, Machine Learning Algorithms, Machine Learning, Data Science, Python Programming
Build toward a degree
Intermediate · Professional Certificate · 3 - 6 Months

Peking University
Skills you'll gain: Theoretical Computer Science, Computational Logic, Graph Theory, Geospatial Information and Technology, Network Analysis, Spatial Analysis, Computational Thinking, Logical Reasoning, Algebra, Mathematics and Mathematical Modeling, Algorithms
Beginner · Course · 3 - 6 Months

University of California, Davis
Skills you'll gain: Content Marketing, Persona Development, Target Audience, Content Strategy, Smart Goals, Content Development and Management, Social Media Content, Digital Content, Digital Media Strategy, Strategic Marketing, Marketing Channel, Customer Insights, Social Media Strategy, Social Media Campaigns, Marketing, Customer Engagement
Intermediate · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Computer Vision, Image Analysis, Control Systems, Automation, Deep Learning, Simulation and Simulation Software, Software Architecture, Safety Assurance, Artificial Neural Networks, Global Positioning Systems, Hardware Architecture, Systems Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Estimation, Algorithms, Machine Learning Methods, Simulations, Scenario Testing, Data Structures
Advanced · Specialization · 3 - 6 Months

Berklee
Skills you'll gain: Entrepreneurship, Team Building, Design Thinking, Creativity, Ideation, Innovation, Creative Problem-Solving, Creative Thinking, Product Development, Branding, Collaboration, Relationship Building, Professional Networking, Brainstorming, Strategic Thinking, Brand Awareness, Adaptability, Empathy
Beginner · Course · 1 - 3 Months

Institute for the Future
Skills you'll gain: Visionary, Strategic Planning, Action Oriented, Planning, Strategic Thinking, Community Organizing, Optimism, Creative Thinking, Systems Thinking, Innovation, Persuasive Communication, Creativity, Goal Setting, Leadership, Storytelling, Cultural Responsiveness, Discussion Facilitation
Beginner · Course · 1 - 3 Months

University of Virginia
Skills you'll gain: Business Strategy, Business Ethics, Corporate Strategy, Competitive Analysis, Strategic Thinking, Stakeholder Management, Innovation, Global Marketing, Stakeholder Analysis, International Finance, Growth Strategies, Strategic Decision-Making, Market Dynamics, Product Lifecycle Management, Mergers & Acquisitions
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Experience Design, Design Strategies, Service Design, Customer experience improvement, User Experience Design, Customer Engagement, UI/UX Strategy, User Interface and User Experience (UI/UX) Design, Design Research, Customer Insights, Business Analysis, Process Mapping, Cross-Functional Collaboration, Business Strategy, Stakeholder Engagement, Product Strategy, Prioritization, Ideation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Keras (Neural Network Library), Image Analysis, Deep Learning, Artificial Neural Networks, Computer Vision, Tensorflow, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Python Programming, Google Cloud Platform, Development Environment
Mixed · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Back-End Web Development, Program Development, Algorithms, Integrated Development Environments, Programming Principles, Pseudocode, Debugging, Computational Thinking, Engineering Software, C# (Programming Language), Version Control, Software Engineering, GitHub, Git (Version Control System), Data Structures, Microsoft Copilot
Beginner · Course · 1 - 3 Months

Rice University
Skills you'll gain: Mental Concentration, Cognitive flexibility
Beginner · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Sanitation, Public Works, Environmental Engineering, Water Resource Management, Civil Engineering, Environmental Science, Sustainable Systems, Systems Thinking, Sustainable Technologies, Case Studies, Community Development, Governance, Data Collection
Intermediate · Course · 1 - 3 Months