Algorithm design courses can help you learn sorting algorithms, graph theory, dynamic programming, and complexity analysis. You can build skills in problem-solving, optimizing code efficiency, and understanding data structures like trees and hash tables. Many courses introduce tools such as Python, Java, or C++, along with frameworks for implementing algorithms, that support tasks in artificial intelligence, data analysis, and software development.

Johns Hopkins University
Skills you'll gain: Health Informatics, Informatics, Health Care, Systems Analysis, Business Systems Analysis, Health Care Administration, Technical Communication, Requirements Analysis, Data Access
Mixed · Course · 1 - 4 Weeks

École normale supérieure
Skills you'll gain: Data Visualization Software, Geospatial Mapping, Graphic and Visual Design, Geographic Information Systems, Data Mapping, World History, Quantitative Research, Data Presentation, Color Theory
Beginner · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Computer Science, Information Technology, Computational Thinking, Computer Networking, Computer Literacy, Geographic Information Systems, Media and Communications, Digital Communications, Mobile Development, Culture, Algorithms, Global Positioning Systems, Data Analysis Software
Beginner · Course · 1 - 3 Months

Skills you'll gain: Application Deployment, MLOps (Machine Learning Operations), Unit Testing, Docker (Software), Containerization, Kubernetes, IBM Cloud, Continuous Deployment, Microservices, User Feedback, Machine Learning, Performance Analysis, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming
Advanced · Course · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Responsible AI, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, ChatGPT, Prompt Engineering, Emerging Technologies, Digital Communications, Instructional Design, Problem Solving, Critical Thinking
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Customer Insights, Design Thinking, New Product Development, Customer experience strategy (CX), Customer experience improvement, Product Development, Consumer Behaviour, Business Research, User Research, Persona Development, Product Management, Market Research, Process Mapping, Case Studies, Product Strategy, Innovation, Needs Assessment
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Bayesian Network, Linear Algebra, Numerical Analysis, Mathematical Modeling, Estimation, Matlab, Simulations, Advanced Mathematics, Engineering Analysis, Time Series Analysis and Forecasting, Global Positioning Systems, Probability & Statistics, Systems Of Measurement, Applied Mathematics, Statistical Methods, Probability Distribution, Predictive Analytics, Computational Thinking, Predictive Modeling, Control Systems
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Interactive Data Visualization, Equities, Machine Learning, Data Manipulation
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Anomaly Detection, Generative AI, Fraud detection, Intrusion Detection and Prevention, Malware Protection, Continuous Monitoring, Cybersecurity, Threat Detection, Cyber Threat Intelligence, Feature Engineering, Network Analysis, Cyber Security Strategy, Threat Modeling, Email Security, System Design and Implementation, Network Security, Jupyter, Authentications, Deep Learning, Machine Learning Software
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: PySpark, Databricks, Apache Spark, MLOps (Machine Learning Operations), Microsoft Azure, Big Data, Scikit Learn (Machine Learning Library), Applied Machine Learning, Data Processing, Deep Learning, Data Transformation, Machine Learning, Exploratory Data Analysis
Intermediate · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Design Thinking, Change Management, Organizational Change, Innovation, Business Transformation, Forecasting, Strategic Thinking, Business Strategies, New Product Development, Value Propositions, Entrepreneurship, Trend Analysis
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Universidad de los Andes
Skills you'll gain: Education Software and Technology, Software Design, Virtual Environment, Quality Assurance
Intermediate · Course · 1 - 4 Weeks