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.

John Wiley & Sons
Skills you'll gain: Run Chart, Data Collection, Data Analysis, Quality Improvement, Continuous Quality Improvement (CQI), Healthcare Project Management, Statistical Analysis, Exploratory Data Analysis, Data Literacy, Statistical Methods, Data-Driven Decision-Making, Sampling (Statistics), Statistical Visualization, Graphing, Decision Making
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Operating Expense, Mergers & Acquisitions, Business Valuation, Operating Cost, Financial Forecasting, Working Capital, Cash Management, Capital Expenditure, Financial Management, Revenue Management, Expense Management, Cash Flow Forecasting, Financial Analysis, Accounts Payable and Receivable, Growth Strategies, Financial Planning, Revenue Forecasting, Return On Investment, Corporate Finance, Risk Management
Advanced · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Artificial Intelligence and Machine Learning (AI/ML), Customer Insights, Applied Machine Learning, Customer Analysis, Data-Driven Marketing, Marketing Analytics, Generative AI, AI Integrations, Predictive Modeling, Predictive Analytics, Customer Data Management, Time Series Analysis and Forecasting, Customer Acquisition Management, Marketing Strategies
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Virtual Networking, Generative AI, Prompt Engineering, Network Engineering, General Networking, Network Architecture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Web Services, Code Review, AI literacy, AI Enablement, Integrated Development Environments, AI Workflows, Microsoft Visual Studio, Debugging, Development Environment, Vulnerability Scanning, Software Development, Web Applications, TypeScript
Intermediate · Guided Project · Less Than 2 Hours

Logical Operations
Skills you'll gain: Microsoft Access, Relational Databases, Database Development, Database Design, Database Management, Data Integrity, Database Architecture and Administration, Databases, Data Validation, Database Software, Query Languages, Microsoft 365, Data Management, Data Entry, Data Presentation, Productivity Software, User Interface (UI), User Interface (UI) Design
Mixed · Course · 1 - 3 Months

Duke University
Skills you'll gain: Stress Management
★ 4.8 (26) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Workflow Management, Salesforce Development, Salesforce, Email Automation, Responsive Web Design, Business Process Automation, Process Design, UI Components, No-Code Development, Product Automation, Performance Tuning, Automation, Application Development, Process Development, Layout Design, Customer Relationship Management (CRM) Software, User Interface (UI)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Excel Formulas, Microsoft Excel, Spreadsheet Software, Business Reporting, Analytical Skills, Business Analytics, Microsoft Office, Data Management, Productivity
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Apache Kafka, Data Transformation, Real Time Data, Fraud detection, Data Pipelines, Apache Spark, Power BI, PySpark, Performance Tuning, Grafana, Disaster Recovery, Data Architecture, Prometheus (Software), Data Integrity, Scalability, Data Processing, Data Governance, Event-Driven Programming, System Monitoring, Docker (Software)
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Figma (Design Software), UI Components, User Interface (UI) Design, Color Theory, Color Matching, Typography, Digital Design, Web Design and Development, Design, Style Guides, Web Content Accessibility Guidelines
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: AWS SageMaker, Model Deployment, Internet Of Things, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Applied Machine Learning, Advanced Analytics, Predictive Analytics, Data Pipelines, Dataflow, Anomaly Detection, Cloud Technologies, Cloud Platforms, Cloud Infrastructure, Analytics, Data Flow Diagrams (DFDs), Cloud Security, Python Programming
Intermediate · Course · 1 - 3 Months