Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.
University of Illinois Urbana-Champaign
Skills you'll gain: Deep Learning, Convolutional Neural Networks, Health Informatics, Autoencoders, Recurrent Neural Networks (RNNs), Image Analysis, Embeddings, Health Information Management, Machine Learning, Applied Machine Learning, Health Care, Model Deployment, Generative Adversarial Networks (GANs), Artificial Neural Networks, Healthcare Project Management, Supervised Learning, Model Evaluation, Machine Learning Methods, Graph Theory, Big Data
Advanced Ā· Specialization Ā· 1 - 3 Months

Universidad Nacional Autónoma de México
Skills you'll gain: Peer Review, Program Evaluation, Patient Evaluation, Qualitative Research, Instructional and Curriculum Design, Health Assessment, Teaching, Psychological Evaluations, Curriculum Development, Education and Training, Simulations, Curriculum Planning, Survey Creation, Clinical Assessment, Case Studies, Data Analysis Software, Student-Centred Learning, Education Software and Technology, Higher Education, Instructional Strategies
Beginner Ā· Specialization Ā· 3 - 6 Months

Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Ability To Meet Deadlines, Personal Development, Workflow Management, Goal Setting
Intermediate Ā· Course Ā· 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Systems Thinking, Epidemiology, Systems Analysis, Social Network Analysis, Simulations, Health Disparities, Network Analysis, Public Health, Policy Analysis, Social Determinants Of Health, Behavioral Health, Economics, Software Installation
Beginner Ā· Course Ā· 1 - 4 Weeks

University of Cape Town
Skills you'll gain: Writing, Culture, Liberal Arts, Editing, Cultural Diversity, Peer Review, Proofreading, Research, Sociology, Style Guides, Creativity, Learning Strategies
Beginner Ā· Course Ā· 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Portfolio Management, Time Series Analysis and Forecasting, Performance Measurement, Financial Forecasting, Analytics, Financial Trading, Financial Analysis, R Programming, Trend Analysis, Investments, Statistical Analysis, Risk Analysis, Algorithms
Intermediate Ā· Course Ā· 1 - 4 Weeks

Ćcole Polytechnique FĆ©dĆ©rale de Lausanne
Skills you'll gain: Numerical Analysis, Engineering Analysis, Differential Equations, Matlab, Calculus, Mathematical Modeling, Linear Algebra, Applied Mathematics, Integral Calculus, Algorithms, Derivatives
Intermediate Ā· Course Ā· 1 - 3 Months

University of Minnesota
Skills you'll gain: Treatment Planning, Health Care Procedure and Regulation, Patient Safety, Pain Management, Health Care, Clinical Practices, Health Promotion, Health And Wellness Coaching, Patient Education And Counseling, Mental and Behavioral Health, Science and Research, Patient-centered Care, Clinical Research, Regulatory Compliance
Beginner Ā· Course Ā· 1 - 3 Months

University of Colorado System
Skills you'll gain: Performance Management, Mentorship, Budget Management, Team Management, Project Accounting, People Management, Leadership and Management, Recruitment, Leadership, Professional Development, Resource Management, Coaching, Compliance Management, Goal Setting, Clinical Research
Intermediate Ā· Course Ā· 1 - 3 Months

Universidad de Chile
Skills you'll gain: Learning Strategies, Student Support and Services, Self-Awareness, Time Management, Organizational Skills, Emotional Intelligence, Personal Development, Prioritization, Adaptability, Stress Management
Beginner Ā· Course Ā· 1 - 3 Months
University of Toronto
Skills you'll gain: Education and Training, Cultural Diversity, Higher Education, Social Sciences, Social Studies, Diversity Awareness, Intercultural Competence, Cultural Sensitivity, Social Justice, Liberal Arts, Research, Storytelling
Beginner Ā· Course Ā· 1 - 3 Months

Skills you'll gain: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
Intermediate Ā· Guided Project Ā· Less Than 2 Hours