Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.
Rice University
Skills you'll gain: Chemistry, General Science and Research, Physical Science, Physics, Scientific Methods, Experimentation
★ 4.7 (1.3K) · Mixed · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Product Management, Product Development, Agile Product Development, Team Performance Management, Product Strategy, Cross-Functional Team Leadership, Stakeholder Analysis, Marketing, Market Opportunities, Leadership, Agile Methodology, Cross-Functional Collaboration, Customer Insights
★ 4.6 (338) · Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: AI Security, Responsible AI, Threat Modeling, Governance Risk Management and Compliance, Compliance Management, Risking, Data Ethics, Data Governance, Model Evaluation, Reinforcement Learning, Risk Management, Prompt Engineering, Governance, Regulatory Compliance, Security Testing, MLOps (Machine Learning Operations), MITRE ATT&CK Framework, Continuous Monitoring, Ethical Standards And Conduct, Vulnerability Assessments
★ 3.2 (16) · Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Tenacity, Storytelling, Persistence, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Recognizing Others, Self-Awareness, Mental Health, Empowerment, Health Education, Community Development, Relationship Building, Goal Setting
★ 4.6 (295) · Beginner · Course · 1 - 3 Months

Tecnológico de Monterrey
Skills you'll gain: Calculus, Integral Calculus, Mechanics, Applied Mathematics, Linear Algebra, Physics, Geometry, Mathematical Modeling, Graphing, Trigonometry, Algebra
★ 4.2 (183) · Mixed · Course · 1 - 3 Months

Alibaba Cloud Academy
Skills you'll gain: Relational Databases, Plot (Graphics), Load Balancing, Data Visualization Software, Cloud Security, Network Security, Cloud Management, Cloud Computing, Cloud Hosting, Databases, Big Data, Database Management, General Networking, IT Security Architecture, Apache Hadoop, Cloud Infrastructure, Cloud Platforms, Operating System Administration, Apache Spark, Machine Learning
★ 4.6 (145) · Beginner · Specialization · 3 - 6 Months

University at Buffalo
Skills you'll gain: Anomaly Detection, Production Process, Manufacturing Processes, Data Collection, Systems Analysis, Data Storage, Manufacturing Operations, Systems Engineering, Data Cleansing, Failure Analysis, Digital Transformation, Data Preprocessing, Big Data, Data Analysis Software, Computing Platforms
★ 4.6 (1.2K) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Employee Performance Management, Performance Management, Human Resource Strategy, Human Resources Management and Planning, Human Resources, Workforce Development, Talent Management, Organizational Strategy, Employee Retention, Case Studies, Organizational Effectiveness, Analysis, Auditing
★ 5 (17) · Mixed · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Public History, Photography, Photo Editing, Art History, Media and Communications, Visual Storytelling, Research, World History, European History, Storytelling, Case Studies, Ethical Standards And Conduct
★ 4.6 (394) · Beginner · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Geographic Information Systems, GIS Software, Spatial Analysis, Spatial Data Analysis, Geospatial Information and Technology, Query Languages, Data Access, Data Processing, Image Analysis, Image Quality
★ 4.9 (632) · Beginner · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Sustainable Architecture, Waste Minimization, Sustainable Technologies, Environmental Engineering, Construction, Water Sustainability, Natural Resource Management, Sustainable Business, Sustainable Design, Construction Management, Environmental Resource Management, Water Resource Management, Energy and Utilities, Environment and Resource Management, Building Codes, HVAC, Building Design, Sustainable Engineering, Environmental Regulations, Sustainability Standards
★ 4.6 (98) · Intermediate · Specialization · 1 - 3 Months

University of Virginia
Skills you'll gain: Peer Review, Organizational Strategy, Strategic Thinking, Business Research, Milestones (Project Management), Project Management, Executive Presence, Business Strategy, Verbal Strategic Communication, Research Reports, Business Analysis, Strategic Decision-Making, Business Communication, Analysis, Report Writing, Business Writing, Decision Making, Constructive Feedback
★ 4.7 (219) · Mixed · Course · 1 - 3 Months