Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.

Skills you'll gain: Medication Dispensation, Pharmacist Assistance, Medical Prescription, Pharmacy Operations, Pharmacology, Patient Safety, Pharmacy Information System, Pharmacy, Medication Administration, Pharmaceutical Terminology, Pharmaceuticals, Pediatrics, Intravenous Therapy, Systems Of Measurement, Health Care Procedure and Regulation
★ 4.6 (71) · Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Forecasting, Machine Learning Methods, Random Forest Algorithm, Regression Analysis, Machine Learning, Logistic Regression, Python Programming
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Clinical Documentation, Generative AI, Responsible AI, Data Ethics, Medical Coding, Patient Coordination, ChatGPT, Healthcare Project Management, Care Coordination, Electronic Medical Record, Healthcare Ethics, Health Informatics, Patient Communication, Health Information Management, Business Process Automation, Prompt Engineering, Operational Efficiency, Compliance Management, Technology Roadmaps, Change Management
★ 4.3 (58) · Intermediate · Specialization · 1 - 3 Months
University of Minnesota
Skills you'll gain: Spreadsheet Software, Analysis, Systems Design, Solution Design, Systems Analysis, Model Evaluation, Machine Learning Algorithms, Algorithms
★ 4.1 (30) · Mixed · Course · 1 - 4 Weeks

Nanyang Technological University, Singapore
Skills you'll gain: Materials science, Design, Mathematics and Mathematical Modeling, Architectural Drawing, Creative Design
★ 3.7 (7) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Team Performance Management, Management Training And Development, Team Management, Team Leadership, Leadership and Management, Organizational Leadership, Leadership, Leadership Development, Adaptability, People Management, Performance Management, Professional Development, Staff Management, Employee Engagement, Self-Awareness
★ 4.8 (134) · Intermediate · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Public Health, Public Health and Disease Prevention, Epidemiology, Community Health, Nutrition and Diet, Emergency Response, Crisis Intervention, Sanitation, Nutrition Education, Infection Control, Health Promotion, Social and Human Services, Environment Health And Safety, Community Mental Health Services, Water Resources, Infectious Diseases, Chronic Diseases, Health Administration, Hand Hygiene, Mental Health
★ 4.7 (375) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Virtual Machines, Cloud Security, Public Cloud, Amazon Web Services, Scalability, Virtual Networking, Private Cloud, Cloud Computing Architecture, Cloud Platforms, Cloud Computing, Cloud Infrastructure, Cloud Services, Cloud Deployment
★ 4.4 (172) · Beginner · Guided Project · Less Than 2 Hours

LearnKartS
Skills you'll gain: Security Controls, Cybersecurity, Encryption, Cyber Attacks, Information Systems Security, Cryptographic Protocols, Threat Management, IT Security Architecture, Vulnerability Assessments, Vulnerability, Cyber Security Assessment, Vulnerability Scanning, Threat Detection, Cloud Security, Key Management, Asset Protection, Security Awareness, Gap Analysis
★ 4.7 (35) · Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Payment Systems, Medical Devices, Healthcare Industry Knowledge, Patient Evaluation, Medical Equipment and Technology, Cost Benefit Analysis, Financial Systems, Clinical Trials, Health Technology, Clinical Data Management, Billing Systems, Clinical Research, Program Evaluation, Medical Billing, Estimation, Pharmaceuticals, Health Policy, Risk Analysis, Health Care Procedure and Regulation, Claims Processing
★ 4.5 (295) · Beginner · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Torque (Physics), Mechanics, Engineering Analysis, Structural Analysis, Differential Equations, Applied Mathematics, Physics, Mathematical Modeling
★ 4.8 (34) · Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Animations, Motion Graphics, Editing, Animation and Game Design, Developing Training Materials, Content Creation, Video Editing, Video Production, Training and Development
★ 4.5 (319) · Beginner · Guided Project · Less Than 2 Hours