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 Illinois Urbana-Champaign
Skills you'll gain: Active Listening, Influencing, Negotiation, Leadership, Professional Development, Personal Development, Conflict Management, Decision Making, Persuasive Communication, Rapport Building, Leadership Development, Relationship Building, Business Ethics, Professionalism, Communication, Relationship Management, Ethical Standards And Conduct, Interpersonal Communications, Communication Strategies, Personal Integrity
★ 4.6 (150) · Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Management Training And Development, Talent Recruitment, Human Resources Management and Planning, Culture Transformation, Leadership, Workplace inclusivity, Recruitment, Human Resource Management, Diversity and Inclusion, Professional Development, Human Capital, Intercultural Competence, Organizational Structure, Human Resources Software, Organizational Leadership, People Development, Professionalism, Professional Networking, Lifelong Learning, Innovation
★ 3.9 (139) · Intermediate · Specialization · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Prompt Engineering, Amazon Bedrock, MLOps (Machine Learning Operations), Product Improvement, Innovation, Solution Design, Model Training, Generative AI, Ideation, Amazon Web Services, Lean Methodologies, Model Evaluation, Process Improvement, Human Centered Design, Product Development, New Product Development, Machine Learning Methods, Machine Learning, User Research, Risk Management
★ 4.6 (54) · Beginner · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Supply Chain, Supply Chain Planning, Supply Chain Management, Supply Chain Systems, Strategic Sourcing, Logistics, Procurement, Logistics Management, Supplier Management, Corporate Sustainability, Sustainable Business, Risk Management, Risk Analysis, Business Technologies, Risk Mitigation, Sustainable Design
★ 4.8 (370) · Beginner · Course · 1 - 3 Months

University of Lausanne
Skills you'll gain: Balance Sheet, Income Statement, Cash Flows, Financial Accounting, Cash Management, Financial Statements, Accounting, Financial Statement Analysis, Accruals, General Accounting, Accrual Accounting, Financial Reporting, Financial Analysis, Standard Accounting Practices, Profit and Loss (P&L) Management, Corporate Finance
★ 4.7 (293) · Beginner · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Physics, Emerging Technologies, Physical Science, Computational Thinking, Image Analysis, Engineering, Scientific, and Technical Instruments, electromagnetics, General Science and Research, Scientific Methods
★ 4.7 (1.2K) · Beginner · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Business Economics, Market Dynamics, Economics, Economic Development, Financial Policy, Economics, Policy, and Social Studies, Market Analysis, Public Policies, Business Acumen, International Finance, Consumer Behaviour, Policy Analysis, Supply And Demand, Fiscal Management, Decision Making
★ 4.8 (727) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Market Research, Business Research, Market Analysis, Marketing, Research Methodologies, Research, Demand Planning, Research Reports, Research Design, Competitive Analysis, Market Intelligence, Consumer Behaviour, Global Marketing, Market Trend, Customer Analysis, Analytical Skills, Business Strategies, Case Studies, Customer Insights, Report Writing
★ 4.7 (19) · Beginner · Specialization · 1 - 3 Months

King Abdullah University of Science and Technology
Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, Statistical Programming, R (Software), Unix Shell, Statistical Methods, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Statistical Visualization, Linux Servers, Programming Principles, Pandas (Python Package), Python Programming
★ 4.4 (94) · Beginner · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Public Speaking, Oral Expression, Storytelling, Verbal Communication Skills, Peer Review, Motivational Skills, Performing Arts, Writing and Editing, Constructive Feedback, Writing, Communication Strategies, Verbal Strategic Communication, Empathy
★ 4.7 (207) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Risk Modeling, Decision Tree Learning, Credit Risk, Model Training, Predictive Analytics, Feature Engineering, Logistic Regression, Data Analysis, Data-Driven Decision-Making, Model Optimization, Applied Machine Learning, Risk Analysis, Financial Analysis, Machine Learning Methods, Performance Analysis
★ 5 (12) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Project Closure, Project Implementation, Cost Management, Team Management, Project Planning, Project Scoping, Management Training And Development, Team Leadership, Agile Project Management, Communication Planning, Scope Management, Quality Management, Product Quality (QA/QC), Project Management Life Cycle, Quality Assessment, Stakeholder Analysis, Agile Methodology, Agile Software Development, Change Management, Project Management
★ 4.8 (577) · Beginner · Professional Certificate · 3 - 6 Months