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 Alberta
Skills you'll gain: Reinforcement Learning, Machine Learning, Sampling (Statistics), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Algorithms, Deep Learning, Simulations, Feature Engineering, Markov Model, Supervised Learning, Algorithms, Artificial Neural Networks, Performance Testing, Linear Algebra, Performance Tuning, Predictive Modeling, Pseudocode, Probability Distribution
Intermediate · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Text Mining, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Stakeholder Management, Corporate Strategy, Mergers & Acquisitions, Corporate Sustainability, Business Strategy, Global Marketing, Business, Strategic Thinking, Organizational Strategy, Environmental Social And Corporate Governance (ESG), Governance, Strategic Partnership, Corporate Finance, Business Ethics, Value Propositions, Growth Strategies, New Business Development, Strategic Decision-Making, Resource Allocation, Innovation
Build toward a degree
Intermediate · Course · 1 - 3 Months

Universidad de los Andes
Skills you'll gain: Exploratory Data Analysis, Statistical Hypothesis Testing, Correlation Analysis, Data Visualization Software, Data Science, Jupyter, Data Analysis, Business Analytics, Statistical Analysis, Probability & Statistics, Python Programming, Descriptive Statistics, Statistical Modeling, Design Thinking
Beginner · Course · 1 - 4 Weeks

IE Business School
Skills you'll gain: Price Negotiation, Strategic Marketing, Product Strategy, Revenue Management, Market Dynamics, Marketing Psychology, Consumer Behaviour, Business Marketing, Customer Analysis, Cost Accounting, Profit and Loss (P&L) Management, Customer Insights, Market Research, Sales, Competitive Analysis
Beginner · Course · 1 - 4 Weeks

University of Toronto
Skills you'll gain: Human Centered Design, User Experience Design, User Research, Design Thinking, Design Research, Product Design, Prototyping, Qualitative Research, Innovation, User Feedback, Diversity and Inclusion, Ideation, Creativity, Needs Assessment, Product Testing, Interviewing Skills, Storytelling
Beginner · Course · 1 - 4 Weeks

McMaster University
Skills you'll gain: Experimentation, Data Visualization, Predictive Modeling, Pareto Chart, Process Improvement and Optimization, Process Optimization, Statistical Methods, Performance Tuning, Mathematical Modeling, R Programming, Data Analysis, Statistical Analysis, R (Software), Case Studies
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Qualitative Research, Market Research, Strategic Decision-Making, Key Performance Indicators (KPIs), Quantitative Research, Innovation, Target Audience, Data-Driven Decision-Making, Sustainable Business, Benchmarking, Business Acumen, Value Propositions, Descriptive Statistics, Performance Measurement, Ideation, Team Performance Management, Competitive Analysis, Risk Management, Business Strategy, Data Analysis
Intermediate · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Microsoft Copilot, Microsoft 365, Target Audience, Microsoft Teams, Productivity Software, Complex Problem Solving, Strategic Communication, Brainstorming, Artificial Intelligence, Communication, Project Management Software, Generative AI, Critical Thinking, Automation
Beginner · Course · 1 - 4 Weeks

Dartmouth College
Skills you'll gain: Environment, Environmental Issue, Environmental Science, Sustainable Development, Biology, Hydrology, Water Quality, Systems Thinking, Water Resource Management, Energy and Utilities, Physics, Climate Change Mitigation, Chemistry
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Deep Learning, Artificial Neural Networks, Computer Vision, Machine Learning Methods, Generative AI, Natural Language Processing, Scalability, Reinforcement Learning, Network Architecture, Performance Tuning
Intermediate · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Negotiation, Conflict Management, Mediation, De-escalation Techniques, Interpersonal Communications, Emotional Intelligence, Communication Strategies, Problem Solving, Cooperation, Leadership, Verbal Communication Skills, Strategic Communication
Mixed · Course · 1 - 3 Months