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.

Packt
Skills you'll gain: Penetration Testing, Security Testing, Cybersecurity, Network Security, Brute-force attacks, TCP/IP, Network Monitoring, Vulnerability Assessments, Servers, Network Analysis, Network Protocols
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Restful API, Application Security, Java, Model View Controller, Development Environment, Web Applications, Application Programming Interface (API), Apache Maven, Authorization (Computing), Authentications, Role-Based Access Control (RBAC)
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Angular, Test Driven Development (TDD), Web Components, HTML and CSS, Web Development, Software Testing, Cascading Style Sheets (CSS), Front-End Web Development, Development Environment, UI Components, Javascript, Data Persistence, Event-Driven Programming, Data Management, Command-Line Interface
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Relational Databases, SQL, Databases, Database Management, Data Analysis, Database Systems, Data Science, Query Languages, R Programming, Data Access, Data Manipulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Customer Insights, AI Personalization, Performance marketing, Marketing Analytics, Generative AI, AI Enablement, Customer Analysis, Google Ads, Responsible AI, Data Presentation, Target Audience, AI Product Strategy, Customer experience strategy (CX), Keyword Research, Marketing Automation, Social Media Marketing, Generative AI Agents, Campaign Management, Email Marketing, Predictive Analytics
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Analytics, Data Science, Feature Engineering, Data Preprocessing, Machine Learning, Telemarketing, Model Deployment
Intermediate · Guided Project · Less Than 2 Hours

Khalifa University
Skills you'll gain: Data Strategy, Model Deployment, Data Governance, Model Evaluation, Transfer Learning, Data Quality, Data-Driven Decision-Making, Business Leadership, Predictive Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Classification Algorithms, Regression Analysis, Decision Tree Learning
Beginner · Course · 1 - 3 Months

AI Business School
Skills you'll gain: Agentic Workflows, Prompt Engineering, AI Workflows, Generative AI Agents, Generative AI, Productivity, AI Personalization, Workflow Management, No-Code Development, Responsible AI, Risk Management, AI Orchestration, Large Language Modeling, AI Enablement, Self Service Technologies, ChatGPT, Training Programs, LLM Application, Artificial Intelligence, Innovation
Beginner · Specialization · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Copilot, User Interface and User Experience (UI/UX) Design, UI Components, Microsoft Development Tools, Performance Tuning, Front-End Web Development, Event-Driven Programming, Web Applications, Data Management, Server Side, Debugging
Beginner · Course · 1 - 3 Months

Fundação Instituto de Administração
Skills you'll gain: Stakeholder Communications, Corporate Communications, Business Communication, Strategic Communication, Internal Communications, Communication, Interpersonal Communications, Public Relations, Leadership, Media Relations, Brand Management, Employee Engagement
Beginner · Course · 1 - 3 Months

Skills you'll gain: Business Requirements, Data Pipelines, Business Analysis, Data Security, Data Architecture, Verification And Validation, Data Analysis, Machine Learning, Data Processing, Data Storage, Scalability
Advanced · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Apple iOS, Swift Programming, Apple Xcode, Mobile Development, Application Design, Application Development, User Interface (UI), Interaction Design, Data Persistence, Animations, Computer Graphics, Persistence, Storyboarding, Network Model
Mixed · Course · 1 - 3 Months