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.

Microsoft
Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Data Wrangling, Data Quality, Statistical Analysis
Beginner · Professional Certificate · 3 - 6 Months

Kennesaw State University
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Education Software and Technology, ChatGPT, Peer Review, Verbal Communication Skills, Artificial Intelligence, Differentiated Instruction
Intermediate · Course · 1 - 4 Weeks

EIT Digital
Skills you'll gain: Closing (Sales), Cold Calling, Customer Analysis, Sales Process, Target Market, Marketing, Market Analysis, Marketing Strategies, Competitive Analysis, Marketing Planning, Business Marketing, Sales, Growth Strategies, Market Research, Sales Prospecting, New Business Development, Business Development, A/B Testing, Entrepreneurship, Digital Marketing
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Legal Risk, Artificial Intelligence, Art History, Creativity, Risk Analysis, Image Analysis, Business Risk Management, Prompt Engineering, Business Ethics, Ethical Standards And Conduct, Innovation, Environmental Issue, Problem Solving, Analysis, Experimentation, Leadership, Collaboration
Beginner · Specialization · 3 - 6 Months

Packt
Skills you'll gain: Ubuntu, Linux, Package and Software Management, Software Installation, Open Source Technology, Computing Platforms, Operating Systems, Desktop Support
Beginner · Course · 1 - 4 Weeks

O.P. Jindal Global University
Skills you'll gain: Text Mining, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Marketing, Brand Awareness, Natural Language Processing, Predictive Analytics, Machine Learning, Data Quality
Beginner · Course · 1 - 3 Months

S.P. Jain Institute of Management and Research
Skills you'll gain: Financial Statements, Investment Management, Business Mathematics, Risk Management, Case Studies, Decision Making, Business Strategies, Personal Development, Stress Management, Critical Thinking, Mindfulness
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Machine Learning Methods, Machine Learning Software, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Statistical Machine Learning, Reinforcement Learning, Artificial Neural Networks, Automation, Algorithms
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: ChatGPT, Responsible AI, Technical Consulting, Consulting, Business Consulting, Generative AI, Prompt Engineering Tools, Business Reporting, Research Reports, Client Services, Business Process Automation, Data Analysis, Innovation
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Negotiation, Contract Negotiation, Conflict Management, Mediation, Leadership, Communication, Persuasive Communication, Influencing, Relationship Building, Collaboration, Game Theory, Strategic Decision-Making
Mixed · Course · 1 - 3 Months
Starweaver
Skills you'll gain: Responsible AI, Sustainable Development, Data Ethics, Generative AI, Sustainable Systems, Corporate Sustainability, Sustainability Reporting, Diversity and Inclusion, Artificial Intelligence, Environmental Social And Corporate Governance (ESG), Case Studies, Business Ethics, Climate Change Mitigation, Environmental Monitoring, Supply Chain Planning, Problem Solving, Content Strategy
Intermediate · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Microsoft Copilot, Generative AI, Power BI, AI Product Strategy, Data Presentation, Interactive Data Visualization, Data Storytelling, Process Optimization, Data Analysis Expressions (DAX), Business Intelligence, Prompt Engineering, Product Demonstration, Data Analysis
Intermediate · Course · 1 - 4 Weeks