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.

Skills you'll gain: Model Evaluation, Generative AI, Model Optimization, Continuous Monitoring, Model Deployment, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Automation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Model Training, Data Preprocessing, Deep Learning, Artificial Neural Networks, Model Optimization, Cloud Deployment, Data Pipelines, Data Processing, Applied Machine Learning, Data Transformation
Intermediate · Course · 1 - 3 Months

Deep Teaching Solutions
Skills you'll gain: Learning Strategies, Lifelong Learning, Human Learning, Problem Solving, Mental Concentration, Learning Styles, Time Management, Cognitive flexibility, Productivity, Growth Mindedness, Planning, Self-Awareness, Professional Development, Habit Formation
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Generative AI, Financial Trading, Market Data, Portfolio Management, Market Trend, Real Time Data, Automation, Artificial Intelligence, Python Programming, Research Reports, Recurrent Neural Networks (RNNs), Applied Machine Learning, Risk Management
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: AI literacy, Data Ethics, Teaching, Education and Training, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, Instructional Strategies, AI Integrations, Instructional Design, Critical Thinking, Human Learning, Analytical Skills, Machine Learning
Beginner · Course · 1 - 3 Months

Multiple educators
Skills you'll gain: Oral Expression, Spanish Language, Business Communication, Business Correspondence, Telephone Skills, Strategic Leadership, Strategic Decision-Making, Communication, Discussion Facilitation, Verbal Communication Skills, Outbound Calls, Inbound Calls, Communication Strategies, Writing, Oral Comprehension, Active Listening, Grammar, Vocabulary
Intermediate · Specialization · 3 - 6 Months
University of Colorado Boulder
Skills you'll gain: Electrical Safety, Electrical Systems, High Voltage, Simulation and Simulation Software, Simulations, Electronic Components, Safety Standards, Estimation, Control Systems, Thermal Management, Electronics, Mathematical Modeling, Power Electronics, Electrical Power, Failure Analysis, Electrical Engineering, Energy and Utilities, Model Evaluation, Mathematical Software, Applied Mathematics
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Duke University
Skills you'll gain: Intellectual Property, Educational Materials, Law, Regulation, and Compliance, Legal Risk, Education and Training, Regulation and Legal Compliance, Legal Research, Case Law
Mixed · Course · 1 - 3 Months
McMaster University
Skills you'll gain: Finance, Financial Market, General Finance, Peer Review, Financial Systems, International Finance, Business Mathematics, Financial Management, Market Dynamics, Financial Analysis, Financial Planning, Economics, Cash Flows, Economic Development, Decision Making
Mixed · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Financial Statements, Financial Accounting, Financial Statement Analysis, Accounting, General Accounting, Generally Accepted Accounting Principles (GAAP), Fixed Asset, Revenue Management, Equities, Decision Making
Intermediate · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Construction, General Construction and Construction Labor, Construction Engineering, Building Codes, Construction Management, Building Information Modeling, Construction Estimating, Cost Estimation, Architecture and Construction, Structural Engineering, Drafting and Engineering Design, Blueprint Reading, Assembly Drawing, Engineering Drawings, Civil and Architectural Engineering, Construction Inspection, Safety Standards, Engineering Practices, Visualization (Computer Graphics), Failure Analysis
Advanced · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Caregiving, Child Welfare, Sociology, Long Term Care, Healthcare Ethics, Dignity in Care, Health Care, Surveys, Social Sciences, Home Health Care, Social Justice, Care Coordination, Culture, Care Management, Socioeconomics, Liberal Arts, Supply And Demand, Cultural Diversity, Healthcare Industry Knowledge, Media and Communications
Beginner · Specialization · 3 - 6 Months