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.

University of California, Davis
Skills you'll gain: Responsive Web Design, Color Theory, Version Control, Typography, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), GitHub, Git (Version Control System), Web Design, Web Design and Development, Web Development, Web Content Accessibility Guidelines, Front-End Web Development, Application Deployment, Image Quality, Web Applications, Design Elements And Principles, Animations, User Interface (UI) Design
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Standard Operating Procedure, Customer Support, Product Support, AI Product Strategy, AI Personalization, Customer Analysis, Personalized Service, LLM Application, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Customer experience improvement, Data Ethics, Customer Insights, Deep Learning, Automation, Machine Learning
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, AI Product Strategy, Data Architecture, Data Mining, Data Synthesis, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Data Analysis, Machine Learning
Intermediate · Specialization · 1 - 3 Months

Berklee
Skills you'll gain: Music Theory, Music, Musical Composition, Education Software and Technology, Peer Review, Instrumental Music, Teaching, Music Performance, Oral Expression, World Music, Storytelling, Classroom Management, Media Production, Cultural Responsiveness, Writing, Creativity, Empowerment, Collaboration, Technology Solutions
Intermediate · Specialization · 3 - 6 Months

Edureka
Skills you'll gain: PySpark, Data Pipelines, Data Processing, Data Visualization, Natural Language Processing, Data Analysis Expressions (DAX), Data Integration, Data Transformation, Machine Learning, Scalability, Data Cleansing, Text Mining, Deep Learning
Intermediate · Specialization · 3 - 6 Months

JetBrains
Skills you'll gain: Kotlin, Java, Java Programming, Object Oriented Programming (OOP), Android Development, Other Programming Languages, Mobile Development, Interoperability, Functional Design, Integrated Development Environments
Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Object Oriented Programming (OOP), Animation and Game Design, Interactive Data Visualization, Software Design, Data Structures, Visualization (Computer Graphics), Interactive Design, Programming Principles, Graphic and Visual Design, Python Programming, Generative AI, Simulations, Computer Graphics, Design, Computational Logic, Computer Programming, Creative Design, Data Import/Export, Computational Thinking, Animations
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Risk Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Stakeholder Management, Strategic Planning, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Governance, Machine Learning
Intermediate · Specialization · 1 - 3 Months

L&T EduTech
Skills you'll gain: Equipment Design, Maintenance, Repair, and Facility Services, Product Lifecycle Management, Construction Engineering, Construction, Construction Management, Machine Controls, Plant Operations and Management, Facility Management and Maintenance, Automation Engineering, Architecture and Construction, Digital Transformation, Hydraulics, 3D Modeling
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Threat Modeling, Threat Detection, Endpoint Detection and Response, Computer Security Incident Management, Microsoft Windows, Exploitation techniques, Data Loss Prevention, Cyber Security Strategy, Event Monitoring, Cyber Attacks, Cybersecurity, Cyber Security Policies, Network Security, Anomaly Detection, Cyber Risk, Information Technology
Beginner · Course · 3 - 6 Months

University of London
Skills you'll gain: Learning Theory, Teaching, Human Learning, Pedagogy, Education and Training, Higher Education, Student-Centred Learning, Learning Strategies, Social Sciences, Public Policies, Socioeconomics, Policy Analysis, Cultural Diversity
Mixed · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Adobe Creative Cloud, Adobe Illustrator, Adobe Photoshop, Graphic and Visual Design, Generative AI, Storytelling, Adobe Premiere, Video Production, Creative Design
Beginner · Course · 1 - 4 Weeks