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.

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Digital Signal Processing, Digital Communications, Communication Systems, Telecommunications, Numerical Analysis, Systems Analysis, Jupyter
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: UI Components, Game Design, Video Game Development, Unreal Engine, User Interface (UI) Design, Interactive Design, Data Persistence, User Interface (UI), Virtual Environment, Computer Graphics, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Scripting, Artificial Intelligence, Data Management, Data Store, No-Code Development, User Flows, User Interface and User Experience (UI/UX) Design
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Frontend Integration, Web Applications, Web Design and Development, API Design, User Interface (UI), Databases, Secure Coding, GitHub, Dashboard Creation, Data Validation
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Responsible AI, HR Tech, Recruitment, Employee Engagement, Generative AI, Data Ethics, Human Resource Management, Human Resources, Talent Recruitment, AI Personalization, Recruitment Strategies, Employee Performance Management, Business Ethics, AI Integrations
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Prompt Engineering, MLOps (Machine Learning Operations), Data Pipelines, Databricks, Generative AI, Data Lakes, Generative AI Agents, Data Governance, Data Architecture, AI Enablement, Data Modeling, Data Management, Data Processing, Data Strategy, Data Quality, Scala Programming, SQL, Python Programming, Data Visualization, Data Literacy
Beginner · Specialization · 3 - 6 Months
Stanford University
Skills you'll gain: FinTech, Payment Systems, Financial Services, Financial Market, Capital Markets, Payment Processing, Financial Trading, Asset Management, Financial Systems, Banking Services, Securities Trading, Consumer Lending, Blockchain, Retail Banking, Banking, Financial Regulation, Investment Management, Financial Data, Digital Assets, Portfolio Management
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Figma (Design Software), UI Components, Style Guides, Web Components, Software Design, Design Elements And Principles, Application Design, Web Design, Application Development, Software Engineering
Intermediate · Guided Project · Less Than 2 Hours

Dartmouth College
Skills you'll gain: Computer Programming Tools, C (Programming Language), Programming Principles, Embedded Systems, Software Development Tools, Computer Engineering, Algorithms, Data Structures, Computer Programming, Computational Logic
Beginner · Course · 1 - 3 Months

University of Maryland, College Park
Skills you'll gain: Cost Management, General Construction and Construction Labor, Facility Management, Stakeholder Engagement, Communication Planning
Beginner · Course · 1 - 3 Months
Skills you'll gain: Communication Planning, Stakeholder Analysis, Project Documentation, Stakeholder Management, Team Leadership, Team Management, Team Performance Management, Stakeholder Engagement, Document Management, Team Collaboration, Collaboration, People Management, Stakeholder Communications, Team Building, Project Management, Communication Strategies, Accountability, Project Coordination, Delegation Skills, Project Planning
Beginner · Specialization · 1 - 3 Months

LearnKartS
Skills you'll gain: Google Analytics, Email Marketing, Google Ads, WordPress, LinkedIn, Content Creation, Facebook, Content Marketing, Social Media, Social Media Marketing, Search Engine Marketing, Social Media Content, Web Analytics and SEO, Advertising Campaigns, Email Automation, Social Media Campaigns, Analytics, Keyword Research, ChatGPT, Bidding
Beginner · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Peer Review, Video Game Development, Professional Development, Contract Negotiation, Media and Communications, Branding, Content Performance Analysis, Organizational Structure, Fundraising and Crowdsourcing, Organizational Strategy, Brand Management, Game Design, Recruitment, Fundraising, Media Production, Professionalism, Workforce Development, Live Streaming, Higher Education, Market Dynamics
Beginner · Specialization · 1 - 3 Months