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: SQL, MySQL, Data Manipulation, Data Access, PostgreSQL, Data Management
Intermediate · Guided Project · Less Than 2 Hours

Microsoft
Skills you'll gain: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Management, Data Quality, Data Wrangling, Data Processing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
Beginner · Course · 1 - 4 Weeks

Novartis
Skills you'll gain: Drug Development, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Biochemical Assays, Clinical Trials, Chemistry, Infectious Diseases
Intermediate · Course · 1 - 4 Weeks

Erasmus University Rotterdam
Skills you'll gain: R Programming, Statistical Modeling, Regression Analysis, Correlation Analysis, Statistical Analysis, R (Software), Data Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Role-Based Access Control (RBAC), Azure Active Directory, Authorization (Computing), Authentications, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Cloud Security, Single Sign-On (SSO), Kubernetes, Encryption, Multi-Factor Authentication, Data Integration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Big Data, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Machine Learning, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Alfaisal University | KLD
Skills you'll gain: Microsoft Outlook, Microsoft Office, Setting Appointments, Calendar Management, Microsoft 365, Organizational Skills, Data Entry, Computer Literacy, Scheduling
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Discussion Facilitation, Classroom Management, Teaching, Lesson Planning, Goal Setting, Student Engagement, Instructional Strategies, Communication Strategies, Collaboration
Beginner · Course · 1 - 4 Weeks

National Academy of Sports Medicine
Skills you'll gain: Nutrition and Diet, Nutritional Assessment, Sports Medicine, Scientific Methods, Health Assessment, Psychology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Google Cloud Platform, Cloud Computing, Amazon Web Services, Microsoft Azure, Infrastructure Architecture, Virtual Machines, Data Store
Mixed · Course · 1 - 3 Months

IE Business School
Skills you'll gain: Diversity Awareness, Diversity Training, Disabilities, Diversity and Inclusion, Cultural Diversity, Intercultural Competence, People Management, Culture, Gerontology, Workplace inclusivity, Demography
Intermediate · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Immunology, Epidemiology, Infectious Diseases, Public Health, Drug Development, Climate Change Programs, Health Disparities, Clinical Trials, New Product Development, Manufacturing Processes
Intermediate · Course · 1 - 4 Weeks