Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Banco Interamericano de Desarrollo
Skills you'll gain: Work Breakdown Structure, Project Scoping, Scope Management, Earned Value Management, Risk Management, Project Schedules, Project Risk Management, Timelines, Cost Management, Project Controls, Economic Development, Project Performance, Risk Analysis, Risk Mitigation, Project Estimation, Scheduling, Project Planning, Project Documentation, Resource Management, Stakeholder Management
Beginner · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: Claude Code, Infrastructure as Code (IaC), CI/CD, Bash (Scripting Language), PostgreSQL, Redis, Google Cloud Platform, Ubuntu, Agile Project Management, Continuous Integration, Prometheus (Software), Object Oriented Design, Data Pipelines, Linux Commands, SQL, Web Development Tools, Extract, Transform, Load, Amazon S3, Computational Logic, Software Development
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Cloud Deployment, Application Deployment, Amazon Web Services, Load Balancing, Google Cloud Platform, Amazon CloudWatch, Cloud Applications, Kubernetes, Application Performance Management, Virtual Machines, Cloud Storage, AWS Identity and Access Management (IAM), Cloud Engineering, Amazon Elastic Compute Cloud, Virtual Private Networks (VPN), Public Cloud, Amazon S3, Cloud Infrastructure, Hybrid Cloud Computing, Identity and Access Management
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Microsoft Excel, Spreadsheet Software
Beginner · Guided Project · Less Than 2 Hours

AI CERTs
Skills you'll gain: Leadership and Management, Team Oriented, Performance Measurement, Process Modeling
Beginner · Course · 1 - 3 Months
University of Pennsylvania
Skills you'll gain: Social Impact, Demography, Philanthropy, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Project Scoping, Trend Analysis, Entrepreneurship, Business Strategies, Sustainable Development, Feasibility Studies, International Relations, Business Ethics, Case Studies, International Finance, Governance, Ethical Standards And Conduct
Beginner · Specialization · 3 - 6 Months

Microsoft
Skills you'll gain: Excel Macros, Data Visualization, Prompt Engineering, Excel Formulas, Microsoft Excel, Data Presentation, Pivot Tables And Charts, Microsoft Copilot, Data Visualization Software, Data Storytelling, Spreadsheet Software, Forecasting, Dashboard Creation, Report Writing, Data Cleansing, Data Analysis, Data Synthesis, Predictive Modeling, Workflow Management, Data Manipulation
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, AI Workflows, Generative AI, No-Code Development, Google Gemini, Business Process Automation, Workflow Management, ChatGPT, Automation, AI Personalization, Productivity, Model Evaluation, Business Logic, Business Communication, Artificial Intelligence, Business Operations, Business Priorities, Content Creation, Business Planning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Workflows, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Wealth Management, Financial Planning, Goal Setting, Cost Estimation, Deposit Accounts, Budgeting, Contingency Planning, Investments, Investment Management, Prioritization, Higher Education, Real Estate Transactions
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Financial Statements, Working Capital, Financial Forecasting, Budget Management, Cost Management, Variance Analysis, Financial Statement Analysis, Budgeting, Cost Control, Financial Data, Cash Management, Income Statement, Forecasting, Financial Acumen, Cash Flows, Cash Flow Forecasting, Capital Expenditure, Balance Sheet, Financial Analysis, Profit and Loss (P&L) Management
Beginner · Course · 1 - 4 Weeks