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: PL/SQL, Oracle Databases, SQL, Stored Procedure, Programming Principles, Program Development, Maintainability, Records Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Marketing Budgets, Performance Analysis, Marketing, Marketing Effectiveness, Marketing Planning, Marketing Strategies, Brand Marketing, Communication Planning, Strategic Marketing, Marketing Design, Global Marketing, Plan Execution, Performance Improvement, Brand Management, Marketing Strategy and Techniques, Strategic Communication, Digital Marketing, Digital Media Strategy, Target Audience, Business
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Assembly Drawing, Finite Element Methods, Mechanical Design, Drafting and Engineering Design, 3D Modeling, Computer-Aided Design, Technical Design, Design Software, Visualization (Computer Graphics), Simulations
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Scope Management, Stakeholder Management, Project Schedules, Project Risk Management, Environment Health And Safety, Work Breakdown Structure, Project Scoping, Earned Value Management, Feasibility Studies, Risk Analysis, Quality Management, Communication Planning, Procurement, Stakeholder Engagement, Cost Estimation, Scheduling, Cost Management, Project Management Life Cycle, Contract Management, Communication Strategies
Advanced · Specialization · 1 - 3 Months

Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Modeling, Data Import/Export, Dashboard Creation, Interactive Data Visualization, Microsoft Power Platform, Data Cleansing, Business Intelligence, Data Transformation, Power Platform Architecture & Technical Design, Business Intelligence Software, Data Visualization Software, Data Sharing, Role-Based Access Control (RBAC), Security Strategy
Beginner · Course · 1 - 3 Months

Universidad de Palermo
Skills you'll gain: Hospitality, Hospitality Services, Hospitality Management, Climate Change Adaptation, Market Dynamics, Climate Change Programs, Cultural Responsiveness, Hospitality and Food Services, Sustainable Business, Digital Transformation, Hotels and Accommodations, Sustainable Development, Hotel And Restaurant Management, Travel Arrangements, Cultural Sensitivity, Sustainable Systems, Environmental Issue, Hotel Operations, Food Services, Culture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Financial Modeling, Financial Statements, Financial Forecasting, Financial Statement Analysis, Risk Modeling, Risk Management Framework, Capital Budgeting, Risk Management, Financial Auditing, Data Cleansing, Financial Data, Portfolio Risk, Financial Analysis, Risk Analysis, Budgeting, Credit Risk, Predictive Modeling, Power BI, Microsoft Excel, Data Visualization
Intermediate · Professional Certificate · 3 - 6 Months

Indian School of Business
Skills you'll gain: Peer Review, Data Collection, Financial Trading, Project Design, Portfolio Management, Securities Trading, Business Planning, Financial Market, Market Data, Market Analysis, Technical Analysis, Strategic Thinking, Investment Management, Performance Measurement, Performance Analysis, Statistical Hypothesis Testing
Intermediate · Course · 1 - 3 Months

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Sanitation, Environmental Engineering, Water Resource Management, Sustainable Engineering, Process Engineering, Sustainable Technologies, Sustainable Systems, Environment and Resource Management, Public Health, Data Collection, Capital Expenditure, Research, Case Studies
Intermediate · Course · 1 - 3 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Social Justice, Social Work, Pedagogy, Community and Social Work, Child Development, Community Development, Childhood Education and Development, Creativity, Education and Training, Working With Children, Family Support, Rapport Building
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Big Data, Analytics, Network Model, Business Intelligence, Information Management, Data Analysis, Asset Management, Business Analytics, Advanced Analytics, Case Studies, Business Economics, Information Technology, Data Management, Intellectual Property, Innovation, Accounting
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Infographics, Canva (Software), Graphical Tools, Visual Storytelling, Graphic and Visual Design, Design Elements And Principles
Intermediate · Guided Project · Less Than 2 Hours