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.

University of California, Davis
Skills you'll gain: Digital Transformation, Machine Learning, digital literacy, AI literacy, Responsible AI, Digital Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies, Ethical Standards And Conduct, Social Impact, Blockchain, Algorithms, Innovation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Power BI, Data Ethics, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Business Intelligence, Advanced Analytics, Data Analysis Expressions (DAX), Analytics, Analytical Skills, Data-Driven Decision-Making, Exploratory Data Analysis, Trend Analysis, Time Series Analysis and Forecasting, Spatial Data Analysis, Scatter Plots, Forecasting, Root Cause Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Lean Manufacturing, Lean Methodologies, Process Mapping, Process Improvement and Optimization, Lean Six Sigma, Process Optimization, Process Improvement, Process Analysis, Business Process Improvement, Six Sigma Methodology, Business Process, Operational Efficiency, Quality Improvement, Process Design, Production Process, Continuous Improvement Process, Waste Minimization, Root Cause Analysis, Organizational Skills
Mixed · Course · 1 - 4 Weeks

University of Copenhagen
Skills you'll gain: International Relations, Climate Change Adaptation, Political Sciences, Environmental Issue, Environmental Policy, Advocacy, Climate Change Mitigation, Policy Analysis, Social Justice, Sustainable Development, Community Organizing, Environment, Lobbying, Diplomacy, Public Policies, Innovation, Governance
Mixed · Course · 1 - 3 Months

Erasmus University Rotterdam
Skills you'll gain: Sustainable Systems, Design Thinking, Sustainable Development, Sustainable Business, Human Centered Design, Land Management, Entrepreneurship, Product Development, Business Modeling, Innovation, Financial Analysis, Market Opportunities, Stakeholder Engagement, Ideation, Return On Investment, Stakeholder Management, Investments, Stakeholder Analysis, Experimentation, Customer Analysis
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Oracle Databases, Data Import/Export, Data Integration, Identity and Access Management, Google Cloud Platform, Extract, Transform, Load, Role-Based Access Control (RBAC), Query Languages, SQL, Database Management, Data Architecture, Database Design, Database Architecture and Administration, Data Sharing, Cloud Computing Architecture, Real Time Data, Capacity Management
Intermediate · Course · 1 - 3 Months

University of Pennsylvania
Skills you'll gain: Social Impact, Design Thinking, Performance Measurement, Human Centered Design, Sustainable Development, Innovation, Entrepreneurship, Business Modeling, Strategic Thinking, Ideation, Program Evaluation, Organizational Structure, Needs Assessment, Growth Strategies, Competitive Analysis, Experimentation, Market Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Image Analysis, Model Training, Data Cleansing, Model Optimization, Quality Assurance, Fine-tuning, Quality Assessment, Packaging and Labeling, Verification And Validation, Unsupervised Learning, Data Integrity, AI Workflows, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Data-Driven Marketing, Marketing Automation, MarTech, Marketing Operations, Marketing, Personalized Campaigns, Marketing Strategies, Marketing Analytics, Marketing Effectiveness, Generative AI, Marketing Planning, Machine Learning, Artificial Intelligence, Performance marketing, Customer Engagement, Data Analysis, Web Analytics and SEO
Beginner · Course · 3 - 6 Months
The University of Sydney
Skills you'll gain: Health Technology, Patient Communication, Health Informatics, Telehealth, Clinical Informatics, Health Care, Health Systems, Patient Education and Support, Health Information Management, Health Care Procedure and Regulation, Data Quality, Health Policy, Clinical Data Management, Electronic Medical Record, Digital Communications, Data Management, Data Governance, Data Sharing, Analytics, Data Analysis
Beginner · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Rmarkdown, Collaborative Software, Technical Documentation, Document Management, Technical Writing, Data Sharing, R (Software), Code Reusability, Technical Communication, File Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: Fund Accounting, Financial Reporting, Accounting, General Accounting, Compliance Reporting, Financial Accounting, Regulatory Requirements, Investment Management, Accrual Accounting, Accruals, Financial Statements, Business Valuation, Equities, Balance Sheet, Performance Measurement
Beginner · Course · 1 - 3 Months