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.

The Chinese University of Hong Kong
Skills you'll gain: Peer Review, Business Planning, Marketing Planning, Product Planning, Video Production, Strategic Marketing, Business Consulting, Business Strategy, New Business Development, Consulting, Product Promotion, Presentations, Constructive Feedback, Market Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Design Process, Finite Element Methods, Engineering Analysis, Cloud Engineering, Hydraulics, Verification And Validation
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Dashboard Creation, Google Sheets, Spreadsheet Software, Pivot Tables And Charts, Data Visualization, Data Analysis, Data Cleansing
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Communication, Professional Development, Google Gemini, AI literacy, Value Propositions, Adaptability, Writing
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Constructive Feedback, Talent Management, Team Performance Management, Human Resources Management and Planning, Course Development, Instructional and Curriculum Design, Recruitment, Human Capital, Human Resources, Management Training And Development, People Development, Training and Development, Employee Training, Talent Recruitment, Performance Analysis, Instructional Design, Full Cycle Recruitment, Performance Appraisal, Developing Training Materials, Performance Review
Beginner · Course · 1 - 3 Months

Kotter
Skills you'll gain: Organizational Change, Change Management, Business Transformation, Leadership Studies, Organizational Leadership, Organizational Development, Business Leadership, Organizational Structure, Culture Transformation, Leadership and Management, Leadership Development, Overcoming Obstacles, Case Studies, Organizational Strategy, Strategic Leadership, Industrial and Organizational Psychology, Leadership, Drive Engagement, Cross-Functional Collaboration, Lifelong Learning
Beginner · Specialization · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Computational Logic, Mathematical Modeling, Model Based Systems Engineering, Systems Design, Theoretical Computer Science, Verification And Validation, System Requirements, Engineering Analysis, Functional Requirement, Automation Engineering, Functional Specification, Control Systems, Mechanics, Requirements Analysis, Systems Analysis, Safety Assurance, Linear Algebra, Differential Equations, Algorithms, Applied Mathematics
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: ASP.NET, Web Applications, Web Development, .NET Framework, Microservices, Single Sign-On (SSO), Performance Tuning, Web Design and Development, Identity and Access Management, Full-Stack Web Development, C# (Programming Language), Application Security, Security Controls, Cloud Development, Multi-Factor Authentication, Application Frameworks, Authentications, Server Side, Authorization (Computing), Role-Based Access Control (RBAC)
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Wrangling, Exploratory Data Analysis, Data Presentation, Data Visualization, Data Collection, Predictive Modeling, Interactive Data Visualization, Web Scraping, Shiny (R Package), Ggplot2, Data Analysis, Data Manipulation, Data Cleansing, Statistical Modeling, Predictive Analytics, Regression Analysis, Tidyverse (R Package), Data Transformation, Data Science, Dashboard
Intermediate · Course · 1 - 3 Months

Alfaisal University | KLD
Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Overcoming Obstacles, Analytical Skills, Problem Solving, Positivity, Learning Strategies, Creativity, Self-Motivation
Intermediate · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: AI Integrations, AI Personalization, Generative AI, Generative Model Architectures, AI Enablement, Strategic Thinking, AI Product Strategy, Business Transformation, Data Integration, Case Studies, Technology Strategies, ChatGPT, Innovation, Digital Transformation, Large Language Modeling, Business Process Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Human Resources Management and Planning, Human Capital, Human Resource Strategy, Human Resources, Talent Management, Workforce Planning, Workforce Development, Talent Acquisition, Case Studies, Human Resource Policies, Corporate Strategy, Organizational Strategy, Operational Analysis, Business Strategy, Business Management, Strategic Thinking, Competitive Analysis, Analysis
Mixed · Course · 1 - 4 Weeks