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.

Shanghai Jiao Tong University
Skills you'll gain: Language Competency, Vocabulary, Language Learning, Oral Comprehension
Intermediate · Course · 1 - 3 Months

KodeKloud
Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Systems Administration, Command-Line Interface, Devops Tools, Continuous Delivery, Software Development, Continuous Deployment, DevOps, Software Development Tools, Build Tools, Software Configuration Management, Software Installation, Application Deployment, User Accounts, Configuration Management
Beginner · Course · 1 - 3 Months

Skillshare
Skills you'll gain: Video Editing, TikTok, Storytelling, Animations, Timelines, Post-Production, Content Creation, Multimedia, Video Production, Photo/Video Production and Technology, Editing, Productivity, Color Theory, Color Matching, Web Content Accessibility Guidelines, Typography
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Education Software and Technology, Teaching, Graphic Design, Creativity
Beginner · Guided Project · Less Than 2 Hours

University of Copenhagen
Skills you'll gain: Gerontology, Competitive Analysis, Design Thinking, Demography, Innovation, Rehabilitation, Intellectual Property, Health Technology, Chronic Diseases, Health Systems, Health Care, Value Propositions, Business Modeling, Business Strategy, Project Management
Intermediate · Course · 1 - 3 Months

Khalifa University
Skills you'll gain: Data Strategy, Data Management, Data Governance, Data Quality, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Business Leadership, Predictive Analytics, Analytics, Technical Management, Business Analytics, Machine Learning, Strategic Decision-Making, Artificial Intelligence, Large Language Modeling, Regression Analysis, Decision Tree Learning
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Generative AI, Responsible AI, Data Ethics, Data Quality, Data Strategy, Applied Machine Learning, Predictive Modeling, Exploratory Data Analysis, Machine Learning, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

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

Packt
Skills you'll gain: Ideation, Prompt Engineering, Storytelling, Creative Thinking, ChatGPT, Creativity, Learning Strategies, Generative AI, Responsible AI, Game Design, Data Ethics, Storyboarding, Animation and Game Design, Artificial Intelligence, Content Creation, Writing
Intermediate · 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

Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Responsive Web Design, Web Design, Cascading Style Sheets (CSS), Web Design and Development, Web Content Accessibility Guidelines, Typography
Beginner · Course · 1 - 3 Months