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 Cape Town
Skills you'll gain: Strategic Communication, Stakeholder Engagement, Climate Change Adaptation, Social Impact, Influencing, Stakeholder Management, Research, Strategic Partnership, Communication Strategies, Program Evaluation, Community Development, Sustainable Development, Research Design, Stakeholder Analysis, Organizational Change, Policy Analysis, Stakeholder Communications, Science and Research, Environmental Policy, Systems Thinking
Beginner · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Vocabulary, Grammar, Language Learning, Oral Expression, Public History, Oral Comprehension, Writing
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Empathy, Tenacity, Positivity, Growth Mindedness, Optimism, Stress Management, Smart Goals, Resilience, Compassion, Empathy & Emotional Intelligence, Goal Setting, Overcoming Obstacles, Emotional Intelligence, Empowerment, Time Management, Persistence, Adaptability, Self-Awareness, Recognizing Others, Personal Development
Beginner · Specialization · 3 - 6 Months

Corporate Finance Institute
Skills you'll gain: Data Visualization, Matplotlib, Data Presentation, Plot (Graphics), Financial Data, Exploratory Data Analysis, Data Storytelling, Statistical Methods, Pandas (Python Package), Financial Analysis, Data Visualization Software, Statistical Analysis, Data Manipulation, NumPy, Seaborn, Data Analysis, Case Studies, Data Wrangling, Data Science, Data Transformation
Advanced · Course · 1 - 3 Months

Skills you'll gain: Financial Statement Analysis, Financial Statements, Private Equity, Business Valuation, Income Statement, Financial Modeling, Financial Analysis, Investment Banking, Financial Data, Revenue Management, Microsoft Excel, Operational Analysis, Corporate Finance, Finance, Investments, Risk Modeling, Analysis, Consolidation, Banking, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Revenue Recognition, Contract Accounting, International Financial Reporting Standards, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Revenue Management, Technical Accounting, Property Accounting, Financial Accounting, Specialized Accounting, Accounting Systems, Standard Accounting Practices, Accounting, Accounting and Finance Software, General Accounting, Finance, Intellectual Property
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Balance Sheet, Income Statement, Market Data, Benchmarking, Business Valuation, Financial Data, Competitive Analysis, Analysis, Finance, Corporate Finance, Financial Trading, Case Studies, Investment Banking, Financial Services, Banking, Banking Services, Research
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Technical Analysis, Market Trend, Financial Trading, Market Dynamics, Market Data, Trend Analysis, Financial Market, Market Analysis, Securities Trading, Market Opportunities, Analysis, Decision Making, Applied Behavior Analysis, Psychology, Consolidation
Mixed · Course · 1 - 4 Weeks

Scrimba
Skills you'll gain: Anthropic Claude, Prompt Engineering, LLM Application, Generative AI, Large Language Modeling, Multimodal Prompts, Cloud API, AI literacy, Artificial Intelligence, Responsible AI, Application Programming Interface (API), Cloud Deployment
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Intellectual Property, Data Sharing, Multimedia, Music, Video Production, Data Access, Law, Regulation, and Compliance, Photography
Mixed · Course · 1 - 3 Months

Commonwealth Education Trust
Skills you'll gain: Editing, Writing and Editing, Proofreading, Storytelling, Writing, Peer Review, Digital Publishing, Creativity
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Drive Engagement, Sustainable Development, Adaptability, Business Priorities, Governance, Accountability, Accountability Frameworks, Workplace inclusivity, Emotional Intelligence, Open Mindset, Social Impact, Advocacy, Change Management, Strategic Decision-Making
Beginner · Specialization · 1 - 3 Months