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.

Rice University
Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity Training, Diversity Programs, Diversity and Inclusion, Diversity Awareness, Demography, Workplace inclusivity, Organizational Development, Cultural Diversity, Organizational Effectiveness, Organizational Strategy, Human Resource Strategy
Intermediate · Course · 1 - 3 Months

Imperial College London
Skills you'll gain: Agile Methodology, Health Care Procedure and Regulation, Health Systems, Health Technology, Data Ethics, Digital Transformation, User Centered Design, Technology Strategies, Medical Privacy, Health Informatics, Health Policy, Regulatory Compliance, Data Security, Healthcare Ethics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Digital Transformation, Product Lifecycle Management, Business Technologies, Business Transformation, Automation, Internet Of Things, Product Development, Technology Strategies, Product Design, Technology Solutions, Emerging Technologies, Telecommunications, Cloud Computing, Artificial Intelligence
Beginner · Course · 1 - 3 Months
Skills you'll gain: Terraform, CI/CD, Infrastructure as Code (IaC), Continuous Integration, Ansible, Application Performance Management, Prometheus (Software), Continuous Deployment, Kubernetes, Application Deployment, System Monitoring, Package and Software Management, GitHub, Amazon CloudWatch, Docker (Software), Version Control, Containerization, YAML, Infrastructure As A Service (IaaS), Automation
Beginner · Specialization · 3 - 6 Months

Banco Interamericano de Desarrollo
Skills you'll gain: Childhood Education and Development, Child Development, Student-Centred Learning, Working With Children, Pedagogy, Student Engagement, Teaching, Education and Training, Mathematics Education, Diversity Awareness, Instructional Strategies, Human Development, Human Learning, Parent Communication, Formal Learning, Program Evaluation, Policty Analysis, Research, and Development, Learning Theory, Economics, Policy, and Social Studies, Policy Development
Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Peer Review, Instructional Design, Instructional and Curriculum Design, Instructional Strategies, Course Development, Pedagogy, Blended Learning, Educational Materials, Education Software and Technology, Constructive Feedback, Ability To Meet Deadlines
Beginner · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Materials science, Structural Analysis, Engineering, Chemistry, Physics, Manufacturing Processes, Physical Science, Schematic Diagrams, Mechanics
Intermediate · Course · 3 - 6 Months

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

Peking University
Skills you'll gain: Algorithms, Mathematical Modeling, Pseudocode, Theoretical Computer Science, Combinatorics, Mathematical Theory & Analysis, Network Routing, Design Strategies, Bioinformatics
Intermediate · 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
Beginner · Guided Project · Less Than 2 Hours

University of California San Diego
Skills you'll gain: Model Evaluation, Predictive Modeling, Model Training, Predictive Analytics, Verification And Validation, Statistical Modeling, Model Optimization, Applied Machine Learning, Regression Analysis, Supervised Learning, Python Programming, Text Mining, Classification Algorithms, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: System Monitoring, Network Monitoring, Event Monitoring, VMware ESX Servers, Continuous Monitoring, System Configuration, Incident Management, Operating System Administration, Linux Servers, Virtualization and Virtual Machines, Security Controls, Windows Servers, Software Installation, Microsoft Windows, Dashboard Creation, Databases
Mixed · Course · 1 - 4 Weeks