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.

Skills you'll gain: Logistic Regression, Model Evaluation, Data Preprocessing, Model Optimization, Predictive Modeling, Model Training, R Programming, Feature Engineering, Statistical Modeling, Risk Modeling, Regression Analysis, Predictive Analytics, Machine Learning Methods, Supervised Learning, Credit Risk, Performance Metric, Dimensionality Reduction
Mixed · Course · 1 - 4 Weeks

Starweaver
Skills you'll gain: Business Process Modeling, Process Modeling, Digital Transformation, Business Process Management, Business Process Improvement, Process Design, Business Process Automation, Process Analysis, AI Product Strategy, AI Enablement, Product Management, Market Opportunities, ChatGPT, Business Strategy, Customer Insights, Product Development, Innovation, Product Requirements, AI Personalization, Product Knowledge
★ 4.5 (35) · Intermediate · Specialization · 1 - 4 Weeks

Skills you'll gain: Operational Risk, Financial Regulation, Risk Modeling, Bank Regulations, Risk Management Framework, Financial Regulations, Regulatory Compliance, Risk Control, Risk Management, Operational Analysis, Risk Mitigation, Enterprise Risk Management (ERM), Loss Prevention, Internal Auditing, Risk Analysis, Internal Controls
★ 4.9 (13) · Mixed · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Strategic Thinking, Strategic Decision-Making, Complex Problem Solving, Decision Making, Contingency Planning, Analysis, Trend Analysis, Case Studies, Competitive Analysis, Data-Driven Decision-Making, Business Analysis Tools
★ 4.7 (114) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Communication Planning, Stakeholder Analysis, Project Documentation, Stakeholder Management, Team Leadership, Team Management, Team Performance Management, Stakeholder Engagement, Document Management, Team Collaboration, Collaboration, People Management, Stakeholder Communications, Team Building, Project Management, Communication Strategies, Accountability, Project Coordination, Delegation Skills, Project Planning
★ 4.7 (72) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Management, Financial Market, Investments, Correlation Analysis, Analysis, Statistics
★ 4.5 (290) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Accounting Software, Financial Reporting, Business Reporting, Accounting and Finance Software, Project Accounting, Bookkeeping, Standard Accounting Practices, Accounting Systems, Accounting, Small Business Accounting, Ledgers (Accounting), Balancing (Ledger/Billing), General Accounting, Software As A Service, Expense Management, Order Management, Billing, Billing & Invoicing, Invoicing, Product Automation
★ 3.8 (8) · Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Unity Engine, Video Game Development, C# (Programming Language), Game Design, Object Oriented Design, Object Oriented Programming (OOP), Application Design, Software Design, Programming Principles, Application Development
★ 4.8 (68) · Intermediate · Course · 1 - 4 Weeks

University of Amsterdam
Skills you'll gain: Culture, Socioeconomics, Sociology, Social Sciences, Systems Thinking, Economics, Policy, and Social Studies, Cultural Diversity, Traffic Flow Optimization, Policy Analysis, Public Works, Environmental Science, Spatial Analysis, Biology, Case Studies, Human Centered Design, Environment, Qualitative Research, Environment and Resource Management, Policy Development, European History
★ 4.9 (254) · Intermediate · Course · 1 - 3 Months

Institut Mines-Télécom
Skills you'll gain: Augmented Reality, Augmented and Virtual Reality (AR/VR), Mobile Development, Android Development, Android (Operating System), Image Analysis, 3D Assets, Geospatial Information and Technology, Computer Vision, Global Positioning Systems, Prototyping, Scripting, Content Management
★ 4.3 (142) · Intermediate · Course · 1 - 3 Months

MongoDB Inc.
Skills you'll gain: Data Transformation, MongoDB, Data Manipulation, Data Processing, Data Integration, NoSQL, Data Migration, Data Analysis, Query Languages, Data Preprocessing, Data Pipelines, Unstructured Data, Network Analysis
★ 4.4 (66) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sprint Retrospectives, Team Building, Sprint Planning, Agile Project Management, Team Performance Management, Agile Software Development, Team Management, Agile Methodology, Team Oriented, Agile Product Development, Backlogs, Risk Management, Meeting Facilitation, Continuous Improvement Process, Product Management, Stakeholder Engagement, Discussion Facilitation, Prioritization
Mixed · Course · 1 - 4 Weeks