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.
University of Illinois Urbana-Champaign
Skills you'll gain: Business Strategy, Growth Strategies, New Business Development, Business Development, Corporate Strategy, Political Sciences, International Relations, Strategic Thinking, Strategic Planning, Go To Market Strategy, Strategic Partnership, Strategic Decision-Making, Supply Chain, Competitive Analysis, Diplomacy, Mergers & Acquisitions, Market Opportunities, Value Propositions, Cost Reduction, Risk Management
★ 4.8 (150) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Model Training, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Fine-tuning, Artificial Neural Networks, Machine Learning, Computer Vision, Generative Model Architectures, Graph Theory, Machine Learning Algorithms
★ 4.5 (82) · Intermediate · Specialization · 3 - 6 Months

Starweaver
Skills you'll gain: Responsible AI, AI Enablement, Technology Roadmaps, Organizational Change, AI Product Strategy, Program Implementation, Stakeholder Engagement, Project Implementation, Change Management, Google Gemini, Anthropic Claude, Data Ethics, Business Strategy, Business Leadership, Leadership, Generative AI, Initiative and Leadership, Organizational Skills, Communication Strategies, Communication
★ 3.8 (28) · Beginner · Specialization · 1 - 4 Weeks

Skills you'll gain: Goal Setting, Smart Goals, Adaptability, Professional Development, Performance Metric, Key Performance Indicators (KPIs), Communication, Personal Development, Milestones (Project Management), Organizational Change, Business Strategies, Time Management, Self-Motivation, Professional Networking, Strategic Thinking, Problem Solving
★ 4.7 (48) · Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Molecular Biology, Taxonomy, Statistical Machine Learning, Machine Learning Methods, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences, Anthropology, Cell Biology, Data Transformation
★ 4.1 (94) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Software Architecture, Systems Development Life Cycle, Systems Architecture, Systems Thinking, Software Design Patterns, Stakeholder Communications, Business Analysis Tools, Systems Analysis, Data Flow Diagrams (DFDs), Project Design, Development Environment
★ 4.9 (18) · Beginner · Course · 1 - 3 Months

EDHEC Business School
Skills you'll gain: Climate Change Programs, Climate Change Mitigation, Energy and Utilities, Sustainable Engineering, Mitigation, Sustainable Development, Engineering, Systems Of Measurement, Environment, Mathematical Modeling, Environmental Monitoring, Sustainable Technologies, Environmental Engineering, Environmental Science, Electrical Power, Physics, Economics
★ 4.8 (242) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming
★ 4.4 (80) · Advanced · Course · 1 - 4 Weeks

Advancing Women in Tech
Skills you'll gain: Cross-Functional Team Leadership, AI Product Strategy, Design and Product, Technical Product Management, Engineering Management, Product Management, Team Leadership, Artificial Intelligence and Machine Learning (AI/ML), User Experience Design, Design, AI Enablement, Artificial Intelligence, Interviewing Skills, Machine Learning, Deep Learning
★ 4.5 (158) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
★ 4.5 (38) · Intermediate · Specialization · 3 - 6 Months

Rice University
Skills you'll gain: Mechanics, Physics, Mechanical Engineering, Calculus, Physical Science, Problem Solving
★ 4.5 (44) · Intermediate · Course · 1 - 4 Weeks

University of California, Davis
Skills you'll gain: Prompt Patterns, Prompt Engineering, Generative AI, Anthropic Claude, Generative Model Architectures, AI literacy, Responsible AI, ChatGPT, AI powered creativity, Data Ethics, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning, Deep Learning, Workforce Development, Information Privacy
★ 4.5 (189) · Beginner · Course · 1 - 4 Weeks