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: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Data Quality, Machine Learning, Applied Machine Learning, Keras (Neural Network Library), Scikit Learn (Machine Learning Library), Google Cloud Platform, MLOps (Machine Learning Operations), Supervised Learning, Machine Learning Algorithms, Data Strategy, Artificial Neural Networks, Data Pipelines, Performance Tuning, Deep Learning, Data Transformation, Data Processing
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Cybersecurity, Cyber Threat Intelligence, Fraud detection, Email Security, Threat Detection, Jupyter, Authentications, Intrusion Detection and Prevention, Machine Learning Algorithms, Artificial Intelligence, Multi-Factor Authentication, Anomaly Detection, Natural Language Processing, Machine Learning, Deep Learning, Supervised Learning
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Strategic Decision-Making, Dealing With Ambiguity, Performance Analysis, Customer Analysis, Performance Measurement, Adaptability, Decision Making, Strategic Prioritization, Dashboard, Strategic Thinking, Data-Driven Decision-Making, Market Opportunities, Business Metrics, Business Analytics, Business Intelligence, Data Science, Data Analysis, Operational Efficiency, Risk Management, Change Management
Intermediate · Specialization · 1 - 4 Weeks

Rice University
Skills you'll gain: Mechanics, Physics, Mechanical Engineering, Engineering Calculations, Calculus, Engineering Analysis, Physical Science, Mathematical Modeling, Problem Solving
Intermediate · Course · 1 - 4 Weeks
University of California San Diego
Skills you'll gain: Ideation, Interaction Design, Prototyping, A/B Testing, User Experience Design, Usability Testing, User Interface and User Experience (UI/UX) Design, Design Thinking, Human Centered Design, Usability, Mockups, Design Research, User Research, Innovation, Creativity
Mixed · Course · 1 - 3 Months

Starweaver
Skills you'll gain: Responsible AI, Technology Roadmaps, Organizational Change, Stakeholder Engagement, Google Gemini, Anthropic Claude, Business Strategy, Strategic Leadership, Business Leadership, ChatGPT, Leadership, Business Transformation, Change Management, Content Strategy, Corporate Communications, Digital Media Strategy, Non-Verbal Communication, Verbal Communication Skills, Communication Strategies, Communication
Intermediate · Specialization · 1 - 4 Weeks

ESSEC Business School
Skills you'll gain: Design Thinking, Human Centered Design, Ideation, Service Design, Innovation, User Experience Design, Brainstorming, Public Administration, Public Policies, Experimentation, User Research, Case Studies, Stakeholder Engagement, Qualitative Research
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: New Product Development, Product Development, Product Strategy, Product Design, Design Thinking, Engineering Management, Product Planning, Product Management, Innovation, Agile Product Development, Market Research, Sustainable Business, Prototyping, Team Management, Product Roadmaps, Marketing, Market Opportunities, Sustainable Design, Conceptual Design, Product Lifecycle Management
Build toward a degree
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Computer Vision, Image Analysis, Computer Graphics, Visualization (Computer Graphics), Artificial Intelligence, Data Ethics, Generative AI, Deep Learning, Applied Machine Learning, Linear Algebra, Microsoft Excel, Data Transformation, Feature Engineering, Data Manipulation
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Artificial Intelligence, Artificial Neural Networks, Responsible AI, Computer Science, Computer Vision, Machine Learning, Data Ethics, Natural Language Processing, Deep Learning
Beginner · Course · 1 - 3 Months

Indian School of Business
Skills you'll gain: Peer Review, Data Collection, Financial Trading, Project Design, Portfolio Management, Securities Trading, Business Planning, Financial Market, Market Analysis, Strategic Thinking, Investment Management, Performance Analysis, Equities
Intermediate · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Statistical Visualization, Matplotlib, Web Scraping, Business Logic, Machine Learning, Operational Analysis, Business Analytics, Python Programming, Programming Principles, Business Economics, User Interface (UI) Design, Computational Thinking, UI Components, Object Oriented Programming (OOP), Data Analysis
Mixed · Course · 1 - 3 Months