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: Supervised Learning, Model Optimization, Feature Engineering, Applied Machine Learning, Object Oriented Programming (OOP), Unsupervised Learning, Model Evaluation, Statistical Machine Learning, Recurrent Neural Networks (RNNs), Object Oriented Design, Convolutional Neural Networks, Machine Learning Methods, Plot (Graphics), Transfer Learning, Machine Learning Algorithms, Data Visualization, Natural Language Processing, Seaborn, Python Programming, Deep Learning
Beginner · Specialization · 3 - 6 Months

O.P. Jindal Global University
Skills you'll gain: Systems Thinking, Complex Problem Solving, Policy Analysis, Research, and Development, Policy Analysis, Policy Development, Economics, Policy, and Social Studies, Public Policies, Health Policy, Climate Change Programs, Program Evaluation, Sustainable Development, Agentic systems, Environmental Issue, Social Sciences, Human Services, Economics, Ethical Standards And Conduct, Data Storytelling
Build toward a degree
Beginner · Course · 1 - 3 Months

Universidad Nacional de Colombia
Skills you'll gain: File I/O, Computational Thinking, Data Management, Computer Programming, Program Development, Computational Logic, Logical Reasoning
Intermediate · Course · 1 - 3 Months

University of the Arts London
Skills you'll gain: Design Thinking, Sustainable Systems, Human Centered Design, Economic Development, Systems Thinking, Creative Thinking, Ideation, Business Modeling, Creative Problem-Solving
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 Maryland, College Park
Skills you'll gain: AI Personalization, AI Enablement, Responsible AI, Personalized Campaigns, Deep Learning, Risk Modeling, Demand Planning, Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Risk Management, Business Analytics, Customer Demand Planning, Data-Driven Marketing, Machine Learning, Target Market, Artificial Intelligence, Business Risk Management, Supply Chain Planning, Marketing Analytics
Intermediate · Course · 1 - 3 Months

Creo Incubator
Skills you'll gain: Go To Market Strategy, Ideation, Growth Strategies, Entrepreneurial Finance, Entrepreneurship, Branding, Market Share, Market Analysis, Brand Strategy, Marketing Strategies, Financial Forecasting, Product Marketing, Creative Problem-Solving, Business Valuation, Marketing Planning, Sales, Fundraising, Business Planning, Mergers & Acquisitions, Critical Thinking and Problem Solving
Beginner · Specialization · 3 - 6 Months

AI CERTs
Skills you'll gain: Digital Transformation, Business Strategies, Business Process Automation, Technology Strategies, Scalability, Corporate Strategy, Business Planning, Automation, Operational Efficiency, Innovation, Risk Management, Business Analytics, Ethical Standards And Conduct
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Generative AI, Classroom Management, Responsible AI, Differentiated Instruction, Education Software and Technology, AI Personalization, Lesson Planning, Data Ethics, AI Integrations, Digital pedagogy, Instructional and Curriculum Design, Technical Communication, Ethical Standards And Conduct, Automation, Communication Strategies, Strategic Communication, Critical Thinking
Beginner · Course · 1 - 3 Months
Scrum Alliance
Skills you'll gain: User Story, Agile Product Development, Team Building, Team Oriented, Team Performance Management, Team Collaboration, Team Management, Agile Methodology, Agile Project Management, Agile Software Development, Product Management, Organizational Change, Continuous Improvement Process, Project Management, Change Management
Beginner · Course · 1 - 3 Months
Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Visual Design, Design, Correlation Analysis
Beginner · Course · 1 - 4 Weeks