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.

Coursera
Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Command-Line Interface, Linux, Unix Shell, Scripting, File I/O
★ 4.8 (78) · Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: AutoCAD, Architectural Drawing, Drafting and Engineering Design, Blueprinting, Technical Drawing, Computer-Aided Design, Plot (Graphics)
★ 4.3 (74) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Balance Sheet, Income Statement, Market Data, Benchmarking, Business Valuation, Financial Data, Competitive Analysis, Analysis, Finance, Corporate Finance, Financial Trading, Case Studies, Investment Banking, Financial Services, Banking, Banking Services, Research
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Team Collaboration, Teamwork, Team Building, Conflict Management, Collaboration, Team Management, Team Leadership, Team Motivation, Relationship Building, Cooperation, Drive Engagement, Emotional Intelligence, Professionalism, Leadership, Diversity and Inclusion, Productivity, Motivational Skills, Constructive Feedback, Diversity Awareness, Trustworthiness
★ 4.7 (53) · Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Lifelong Learning, Professionalism, Drive Engagement, Willingness To Learn, Client Services, Personal Development, Workplace inclusivity, Motivational Skills, Self-Motivation, Curiosity, Professional Development, Employee Engagement, Adaptability, Leadership, Emotional Intelligence, Mentorship, Performance Improvement, Critical Thinking and Problem Solving, Communication Strategies, Critical Thinking
Intermediate · Course · 1 - 3 Months

The University of Edinburgh
Skills you'll gain: Video Production, Photo/Video Production and Technology, Videography, Post-Production, Video Editing, Course Development, Storyboarding, Media Production, Cinematography, Web Content Accessibility Guidelines, Content Creation, Visual Storytelling, Storytelling, Editing, Writing
★ 4.7 (239) · Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Concision, Grant Writing, Writing, Grant Applications, Persuasive Communication, Communication, Organizational Skills, Analytical Skills
★ 4.9 (30) · Intermediate · Course · 1 - 3 Months

Northeastern University
Skills you'll gain: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Query Languages, Internal Communications, Python Programming, Automation
Mixed · Course · 1 - 3 Months

Columbia University
Skills you'll gain: Literacy, Time Management, Learning Strategies, Productivity, Student Support and Services, Writing, Growth Mindedness, Higher Education, Organizational Skills, Prioritization, Collaboration, Overcoming Obstacles, Resourcefulness, Adaptability
Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Model Training, AI Personalization, AI Integrations, Data Integration, Google Cloud Platform, MLOps (Machine Learning Operations), Data Collection, Data Import/Export, Model Deployment, Model Evaluation, Continuous Monitoring, Application Programming Interface (API)
★ 4.3 (6) · Advanced · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Health Equity, Team Management, Record Keeping, Medical Science and Research, Collaborative Software, Technical Management, Informatics, Healthcare Project Management, Health Informatics, Devops Tools, Clinical Research, Diversity Awareness, Diversity Equity and Inclusion Initiatives, Clinical Trials, GitHub, Version Control, Git (Version Control System), Docker (Software)
★ 5 (6) · Beginner · Course · 1 - 3 Months

University of Washington
Skills you'll gain: Responsive Web Design, Web Design, GitHub, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, User Experience Design, Usability, User Experience, Javascript, Web Content Accessibility Guidelines, Browser Compatibility, User Story, Web Design and Development, Front-End Web Development, GitHub Copilot, Mobile Development, Semantic Web, Git (Version Control System)
★ 4.7 (34) · Beginner · Specialization · 1 - 3 Months