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.

Arizona State University
Skills you'll gain: Empathy, Positivity, Growth Mindedness, Optimism, Stress Management, Resilience, Compassion, Goal Setting, Overcoming Obstacles, Personal Development, Emotional Intelligence, Empowerment, Social Skills, Time Management, Persistence, Courage, Adaptability, Self-Awareness, Independent Thinking, Organizational Skills
Beginner · Specialization · 3 - 6 Months

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Language Learning, Oral Comprehension, Vocabulary
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Collaborative Software, Education Software and Technology, Teaching, Content Creation
Beginner · Guided Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Meeting Facilitation, Public Speaking, Presentations, Active Listening, Storytelling, Communication, Verbal Communication Skills, Team Leadership, Teamwork, Social Skills, Influencing, Discussion Facilitation, Team Building, Communication Strategies, Leadership, Team Management, Conflict Management, Constructive Feedback, Interpersonal Communications, Non-Verbal Communication
Beginner · Specialization · 3 - 6 Months

Michigan State University
Skills you'll gain: Unity Engine, Animations, 3D Modeling, Color Theory, Animation and Game Design, 3D Assets, Video Game Development, Game Design, Adobe Photoshop, Autodesk Maya, Visualization (Computer Graphics), Computer Graphics, Conceptual Design, Computer Graphic Techniques, Prototyping, Graphic and Visual Design, Graphical Tools, Design, Data Import/Export, Design Elements And Principles
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Snowflake Schema, Applied Machine Learning, Machine Learning, Predictive Modeling, Feature Engineering, Data Pipelines, Data Transformation, Data Processing, Data Science, Python Programming, Regression Analysis
Intermediate · Guided Project · Less Than 2 Hours

AI Business School
Skills you'll gain: Prompt Engineering, Agentic systems, Generative AI, Sales Enablement, No-Code Development, Financial Forecasting, AI Personalization, Sales, Responsible AI, Risk Management, Generative AI Agents, AI Product Strategy, Digital Transformation, Business Process Automation, Artificial Intelligence, LLM Application, ChatGPT, Innovation, Productivity, Operational Efficiency
Beginner · Specialization · 1 - 3 Months

Campus BBVA
Skills you'll gain: Incident Response, Computer Security Incident Management, Cyber Attacks, Cybersecurity, Crisis Management, Security Awareness, Cyber Risk, Email Security, Data Security, Network Security, Business Process, Mobile Security, Information Privacy, Multi-Factor Authentication, Fraud detection
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Responsible AI, Data Ethics, ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Business Process Automation, Technology Strategies, AI Personalization, Emerging Technologies, Business Strategy, Business Transformation, Ethical Standards And Conduct, Innovation, Business Planning, Computer Science, Workforce Development, Organizational Strategy, Creative Problem-Solving, Natural Language Processing, Analysis
Beginner · Course · 1 - 3 Months

Khalifa University
Skills you'll gain: Oral Comprehension, Language Learning, Cultural Sensitivity, Vocabulary, Writing, Oral Expression, Grammar
Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Decision Making, Public Speaking, Problem Solving, Positivity, Presentations, Storytelling, Optimism, Communication, Strategic Decision-Making, Verbal Communication Skills, Complex Problem Solving, Critical Thinking and Problem Solving, Communication Strategies, Creative Problem-Solving, Empowerment, Brainstorming, Growth Mindedness, Root Cause Analysis, Ethical Standards And Conduct, Independent Thinking
Beginner · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Business, Strategic Prioritization, Corporate Sustainability, Prioritization, Business Ethics, Sustainable Development, Adaptability, Governance, Accountability, Emotional Intelligence, Open Mindset, Discussion Facilitation, Diversity and Inclusion, Ethical Standards And Conduct, Strategic Thinking, Compliance Management, Advocacy, Change Management, Strategic Decision-Making
Beginner · Specialization · 1 - 3 Months