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.
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, R (Software), Web Scraping, Ggplot2, Model Evaluation, Statistical Reporting, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
Beginner · Specialization · 1 - 3 Months

Arizona State University
Skills you'll gain: Human Factors, Accident Prevention, Mitigation, Systems Thinking, Human Centered Design
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Constructive Feedback, Decision Making, Peer Review, Drive Engagement, Team Performance Management, Recognizing Others, Team Building, Teamwork, Team Management, Independent Thinking, Personal Development, Empathy, Self-Awareness, Solution Delivery, Mentorship, Growth Mindedness, Communication Strategies, People Management, Leadership Development, Communication
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Persistence, Personal Development, Resilience, Habit Formation, Decision Making, Self-Awareness, Problem Solving, Emotional Intelligence, Stress Management, Leadership, Neurology, Human Learning, Learning Theory, Psychology, Anatomy, Business, Physiology
Build toward a degree
Beginner · Course · 1 - 3 Months

Fundação Lemann
Skills you'll gain: Programming Principles, Digital pedagogy, Education Software and Technology, Learning Management Systems, Computer Programming, Computational Logic, Computational Thinking
Mixed · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Animations, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Computer Graphic Techniques, Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Simulations, Computer Graphics, Design, Graphical Tools, Game Design, Computational Logic, Computational Thinking
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Model Evaluation, Keras (Neural Network Library), Model Training, Tensorflow, Image Analysis, Artificial Neural Networks, Applied Machine Learning, Network Model, Deep Learning, Computer Vision, Machine Learning, Network Architecture
Beginner · Guided Project · Less Than 2 Hours

American Psychological Association
Skills you'll gain: Decision Making, Decision Intelligence, Psychology, Critical Thinking, Social Sciences, Interpersonal Communications, Diversity Awareness, Persuasive Communication
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Brainstorming, Social Skills, Interpersonal Communications, Creativity, Personal Development, Professional Development, Creative Thinking, Branding, Professionalism, Self-Awareness, Collaboration, Constructive Feedback, Productivity, Communication, Growth Mindedness, Graphic Design
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Image Analysis, Computer Vision, Autoencoders, Convolutional Neural Networks, Vision Transformer (ViT), Generative Adversarial Networks (GANs), Recurrent Neural Networks (RNNs), Deep Learning, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), Computer Graphics, Visualization (Computer Graphics), Machine Learning Methods, Model Deployment, Embeddings, Artificial Intelligence, Data Ethics, Data Processing, Applied Machine Learning, Linear Algebra
Build toward a degree
Intermediate · Specialization · 1 - 3 Months

Imperial College London
Skills you'll gain: Generative AI, Tensorflow, Autoencoders, Generative Model Architectures, Bayesian Network, Deep Learning, Image Analysis, Bayesian Statistics, Model Optimization, Probability Distribution, Model Training, Sampling (Statistics), Data Transformation
Advanced · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Responsible AI, AI Product Strategy, Generative AI, Risk Analysis, Risk Mitigation, Strategic Thinking, Brainstorming, AI Integrations, LLM Application, Business Analysis, Feasibility Studies
Intermediate · Course · 1 - 4 Weeks