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.

Macquarie University
Skills you'll gain: Design Thinking, Business Strategy, Supply Chain, Strategic Thinking, Supply Chain Planning, Business Ethics, Supply Chain Management, Business Modeling, Corporate Sustainability, Sustainable Business, Customer Analysis, Strategic Planning, Organizational Strategy, Strategic Marketing, Emerging Technologies, Growth Strategies, Strategic Sourcing, Innovation, Corporate Strategy, Environmental Social And Corporate Governance (ESG)
Beginner · Specialization · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Power Electronics, Electrical Engineering, electromagnetics, Electronic Components, Mathematical Modeling, Thermal Management, Engineering Analysis, Engineering Design Process, Engineering Calculations
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Site Reliability Engineering, Incident Management, Google App Engine, Load Balancing, Cloud Infrastructure, Network Monitoring, Firewall, Cloud Computing Architecture, Application Performance Management, Network Architecture, Identity and Access Management, Network Troubleshooting, System Monitoring, Network Security, Big Data, Containerization, Virtual Networking, Virtual Private Networks (VPN)
Intermediate · Professional Certificate · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Probability & Statistics, Statistical Analysis, Statistics, Statistical Hypothesis Testing, Statistical Visualization, Descriptive Statistics, Data Analysis, Histogram, Probability Distribution, Correlation Analysis, Statistical Inference, Estimation, Simulation and Simulation Software, Sampling (Statistics), LLM Application, Spreadsheet Software
Beginner · Course · 1 - 4 Weeks

Board Infinity
Skills you'll gain: Vocabulary, Critical Thinking, Deductive Reasoning, Problem Solving, Grammar, English Language, Analytical Skills, Learning Strategies, Verbal Communication Skills, Complex Problem Solving, Decision Making, Communication
Beginner · Course · 1 - 3 Months

Skills you'll gain: Music Theory, Music, Instrumental Music, Music Performance, Creativity, Coordination
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: AI Enablement, AI Workflows, Law, Regulation, and Compliance
Intermediate · Course · 3 - 6 Months

Rice University
Skills you'll gain: Presentations, Technical Communication, Verbal Communication Skills, Public Speaking, Scientific Visualization, Persuasive Communication, Communication Strategies, Communication, Visualization (Computer Graphics)
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Responsible AI, AI Personalization, Sales Enablement, Sales Strategy, Sales Process, Sales Management, Sales Development, Customer experience improvement, Sales Operations, Generative AI Agents, Customer Engagement, Sales, Data-Driven Decision-Making, AI Enablement
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, Data Manipulation, Programming Principles, Computer Programming, Software Installation, Development Environment, Jupyter, Integrated Development Environments
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Stakeholder Analysis, Systems Thinking, Data Visualization, Communication Strategies, User Research
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Active Listening, Problem Solving, Collaboration, Presentations, Critical Thinking and Problem Solving, Interpersonal Communications, Teamwork, Conflict Management, Creative Problem-Solving, Constructive Feedback, Creative Thinking, Root Cause Analysis, Team Building, Virtual Teams, Public Speaking, Persuasive Communication, Client Services, Professional Development, Ability To Meet Deadlines, Business Research
Beginner · Specialization · 1 - 3 Months