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.

Yonsei University
Skills you'll gain: Sustainable Development, Economic Development, Environmental Issue, Socioeconomics, Environmental Policy, Health Equity, Economics, Policy, and Social Studies, International Relations, Social Justice, Strategic Partnership, Climate Change Adaptation, Education and Training, Diversity and Inclusion, Climate Change Mitigation, Empowerment, Governance, Innovation
Beginner · Course · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Income Statement, Inventory Accounting, Profit and Loss (P&L) Management, Cost Accounting, Gross Profit, Management Accounting, Financial Accounting, Financial Reporting, Financial Statements, Financial Statement Analysis, Inventory Control
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Security Controls, Security Awareness, Change Control, Computer Security Awareness Training, Cybersecurity, Security Management, Information Assurance, Data Security, Safety and Security, Cyber Security Policies, Data Ethics, Human Factors (Security), Cyber Security Assessment, Data Integrity, Authorization (Computing), Identity and Access Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Root Cause Analysis, Operational Efficiency, Corrective and Preventive Action (CAPA), Continuous Improvement Process, Product Improvement, Quality Improvement, Product Quality (QA/QC), Process Improvement, Operational Excellence, Process Improvement and Optimization, Critical Thinking and Problem Solving, Complex Problem Solving, Critical Thinking, Culture Transformation
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Financial Reporting, Financial Statements, Accounting Software, Financial Accounting, Financial Statement Analysis, Standard Accounting Practices, Bookkeeping, Accounting and Finance Software, Accounting Records, Accounting, Generally Accepted Accounting Principles (GAAP), Finance, Business Analysis
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: System Monitoring, Network Monitoring, Event Monitoring, VMware ESX Servers, Continuous Monitoring, System Configuration, Incident Management, Operating System Administration, Linux Servers, Virtualization and Virtual Machines, Security Controls, Windows Servers, Software Installation, Microsoft Windows, Dashboard Creation, Databases
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Data Preprocessing, Model Training, Tensorflow, Applied Machine Learning, Feature Engineering, Decision Tree Learning, Data Cleansing, Machine Learning, Predictive Modeling, Random Forest Algorithm, Pandas (Python Package), Data Analysis
Intermediate · Guided Project · Less Than 2 Hours

Vanderbilt University
Skills you'll gain: SQL, Generative AI, AI literacy, Data Visualization, Interactive Data Visualization, Query Languages, Prompt Patterns, Data Literacy, Data Analysis, Debugging, Exploratory Data Analysis, ChatGPT, Prompt Engineering, Databases, Context Engineering, Data Validation, Context Management, Code Reusability
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Oil and Gas, Petroleum Industry, Environmental Engineering, Environmental Issue, Chemical Engineering, Automation Engineering, Engineering Analysis, Geostatistics, Water Resources, Production Process, Process Engineering, Control Systems, Hydraulics, Geospatial Mapping, Process Analysis, Microbiology
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Computer Programming, Data Persistence, Programming Principles, Python Programming, Data Storage, File Management, Computer Science
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Interviewing Skills, Professional Networking, Web Presence, Cybersecurity, Applicant Tracking Systems, Market Research, Recruitment, Portfolio Management, Job Analysis, Keyword Research, Business Writing, Negotiation, Writing, Technical Communication, Communication
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: 3D Modeling, Autodesk, 3D Assets, Visualization (Computer Graphics), Layout Design, Computer Graphic Techniques, Functional Design, Simulations, Fine-tuning
Mixed · Course · 1 - 4 Weeks