Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Coursera
Skills you'll gain: Front-End Web Development, Responsible AI, Data Ethics, AI literacy, Frontend Integration, Generative AI, User Interface and User Experience (UI/UX) Design, Prompt Engineering, Software Documentation, User Experience Design, User Interface (UI), Test Automation, HTML and CSS
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Adaptability, Open Mindset, Sustainable Business, Strategic Thinking, Business Solutions, Business Leadership, Business Transformation, Strategic Leadership, Corporate Sustainability, Professional Networking
Beginner · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Patient Communication, Patient Education And Counseling, Bilingual (Spanish/English), Spanish Language, Patient-centered Care, Medical Terminology, Language Competency, Vocabulary, Oral Comprehension, Diagnostic Tests, Cultural Diversity, Grammar, Pharmaceutical Terminology
Intermediate · Course · 1 - 3 Months

Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Predictive Modeling, R (Software), Data-Driven Decision-Making, Data Science, Machine Learning Software, Feature Engineering, Data Preprocessing, Machine Learning Methods, Machine Learning, Model Training, Telemarketing, Model Deployment, Model Optimization
Intermediate · Guided Project · Less Than 2 Hours

University of Maryland, College Park
Skills you'll gain: Entrepreneurship, Innovation, Market Opportunities, Corporate Strategy, New Business Development, Business Strategies, Value Propositions, Ideation, Initiative and Leadership, Competitive Analysis, Market Analysis
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Product Lining, Communication Planning, Product Strategy, Marketing, Product Assortment, Integrated Marketing Communications, Strategic Marketing, Marketing Management, Product Lifecycle Management, Product Planning, Marketing Communications, Advertising, Marketing Strategies, Marketing Channel, Advertising Campaigns, Consumer Behaviour, Promotional Strategies, Market Opportunities, Value Propositions, Writing
Build toward a degree
Beginner · Course · 1 - 4 Weeks

KodeKloud
Skills you'll gain: Ansible, Configuration Management, Code Reusability
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Probability & Statistics, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Statistical Analysis, Statistical Hypothesis Testing, Customer Insights, Analytical Skills, Customer Analysis, Customer Retention, Correlation Analysis, Descriptive Statistics, Data Analysis, Analytics, Statistical Visualization, Statistical Modeling, Predictive Analytics, Descriptive Analytics
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Decision Intelligence, Data Storytelling, Predictive Modeling, Data Visualization, Responsible AI, Predictive Analytics, Business Intelligence, Strategic Decision-Making, Data-Driven Decision-Making, Decision Making, Artificial Intelligence and Machine Learning (AI/ML), Business Marketing, Scikit Learn (Machine Learning Library), Network Analysis, Natural Language Processing, Python Programming, Text Mining, Reinforcement Learning, Data Security, Security Awareness
Beginner · Course · 1 - 4 Weeks

S.P. Jain Institute of Management and Research
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Acumen, Cash Management, Financial Data, Decision Making, Financial Policy, Risk Management, Personal Development, Critical Thinking, Stress Management, Mindfulness
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AI Personalization, Generative AI, Personalized Service, Responsible AI, User Feedback, Customer Analysis, Customer Service, Customer experience improvement, AI Integrations, LLM Application, Data Ethics
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Keyword Research, Search Engine Optimization, Generative AI, AI Integrations
Intermediate · Course · 1 - 4 Weeks