Survival analysis courses can help you learn techniques for estimating life expectancy, analyzing time-to-event data, and understanding hazard functions. You can build skills in censoring techniques, Kaplan-Meier estimators, and Cox proportional hazards modeling. Many courses introduce tools like R and Python for statistical computing, along with software for visualizing survival curves and interpreting results in various contexts, such as healthcare and engineering.

Northeastern University
Skills you'll gain: Health Systems, Managed Care, Patient-centered Care, Healthcare Industry Knowledge, Medicaid, Health Care Administration, Health Care Procedure and Regulation, Medical Billing, Health Administration, Health Care, Primary Care, Medicare, Health Policy, Health Disparities, Health Equity, Consumer Behaviour, Care Coordination, Diversity Awareness, Policy Analysis, Telehealth
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Digital Transformation, Process Analysis, Business Transformation, Performance Measurement, Digital Analysis, Business Process, Technology Strategies, FinTech, Competitive Analysis, Stakeholder Analysis, Data Strategy, Value Propositions, Case Studies, Technology Solutions, Business Strategies, Organizational Effectiveness, Innovation, Entrepreneurship, Leadership, Information Technology
Intermediate · Guided Project · Less Than 2 Hours

University of Illinois Urbana-Champaign
Skills you'll gain: Deep Learning, Generative AI, Generative Model Architectures, Applied Machine Learning, Machine Learning Methods, Graph Theory, Network Analysis, Artificial Neural Networks, Network Model, Health Informatics, Laboratory Experience, Autoencoders, Predictive Modeling, Unsupervised Learning, Data Synthesis
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Generative Adversarial Networks (GANs), Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Model Deployment, Generative AI, Keras (Neural Network Library), NumPy, Model Optimization, Applied Machine Learning, Data Processing, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Generative Model Architectures, Deep Learning, Transfer Learning, Artificial Intelligence, Machine Learning, Data Science
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Canva (Software), Typography, Creative Design, Logo Design, Style Guides, Graphic Design, Graphic and Visual Design, Color Theory, AI powered creativity, Branding, Content Creation, Design Strategies, Collaborative Software
Mixed · Course · 1 - 3 Months

Skills you'll gain: Plotly, Object Oriented Programming (OOP), Matplotlib, Pandas (Python Package), Plot (Graphics), Data Visualization, Interactive Data Visualization, Seaborn, Data Analysis, File I/O, NumPy, Data Visualization Software, Data Structures, Restful API, Python Programming, Application Programming Interface (API), Data Manipulation, Programming Principles, Computer Programming, Program Development
Intermediate · Specialization · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Presentations, Case Studies, Culture, Team Management, Oral Expression, Executive Recruitment, Organizational Effectiveness, Team Building, Analysis, Strategic Decision-Making, Business Consulting, Strategic Thinking, Management Consulting, Consulting, Organizational Strategy, Culture Transformation, Business Strategies, Team Leadership, Microsoft PowerPoint, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Kafka, Apache Hadoop, Apache Spark, Real Time Data, Scala Programming, Data Integration, Command-Line Interface, AWS Kinesis, Apache Hive, Big Data, Applied Machine Learning, Data Processing, Systems Design, System Design and Implementation, Apache Cassandra, Data Pipelines, Java, Distributed Computing, Query Languages, IntelliJ IDEA
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Social Media Campaigns, AI Personalization, Social Media Marketing, Generative AI, AI powered creativity, Trend Analysis, Social Media Analytics, Social Media, Canva (Software), Social Media Management, Content Performance Analysis, Instagram, Social Media Content, Content Creation, Driving engagement, ChatGPT, Marketing Automation, Automation, Creativity, Analytics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Investment Management, Performance Measurement, Portfolio Management, Performance Metric, Performance Analysis, Investments, Portfolio Risk, Financial Trading, Benchmarking, International Finance, Risk Management, Financial Regulation, Case Studies, Time Series Analysis and Forecasting
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Training, Model Evaluation, Unsupervised Learning, Applied Machine Learning, Microsoft Azure, Machine Learning Methods, Data Validation, Unstructured Data, No-Code Development, Data Capture, Data Processing, Cloud Services
Beginner · Guided Project · Less Than 2 Hours

Ball State University
Skills you'll gain: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), R (Software), Data Science, R Programming, Statistical Methods, General Science and Research, Data Structures, Data Analysis, Statistical Programming, Responsible AI, Information Privacy, Informed Consent, Social Impact, Ethical Standards And Conduct, Algorithms, Big Data
Build toward a degree
Beginner · Course · 1 - 3 Months