Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

University of California, Irvine
Skills you'll gain: Grammar, Writing, English Language, Literacy
★ 4.7 (20K) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AI Security, Responsible AI, Information Privacy, Federated Learning, Cloud Security, Personally Identifiable Information, Data Ethics, Google Cloud Platform, Data Security, Security Controls, Data Governance, Encryption
Intermediate · Course · 1 - 3 Months

Case Western Reserve University
Skills you'll gain: Computational Logic, Deductive Reasoning, Logical Reasoning, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Advanced Mathematics, General Mathematics, Algebra, Applied Mathematics
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Cloud Management, Google Cloud Platform, Cloud Storage, Command-Line Interface, Data Storage, Capacity Management, Scalability, Data Management, Interoperability
Advanced · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Gemini, Responsible AI, Google Workspace, Generative AI, Gemini, Data Ethics, AI literacy, AI Integrations
Beginner · Course · 1 - 4 Weeks
University of California, Irvine
Skills you'll gain: Grammar, Vocabulary, English Language, Multimedia, Language Learning, Content Creation, Language Competency, Photo/Video Production and Technology, Writing, Electronic Media, Oral Comprehension, Digital Publishing
★ 4.8 (5.4K) · Intermediate · Specialization · 3 - 6 Months

National Taiwan University
Skills you'll gain: Exploratory Data Analysis, Regression Analysis, R Programming, Statistical Analysis, Statistical Programming, R (Software), Statistical Modeling, Business Analytics, Analytics, Data Analysis, Statistics, Statistical Methods, Predictive Modeling, Statistical Inference, Data Transformation, Estimation, Statistical Hypothesis Testing, Model Evaluation
★ 5 (6) · Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Workspace, Productivity Software, Responsible AI, Generative AI, Operational Efficiency, Workflow Management
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: English Language, Grammar, Oral Comprehension, Oral-Motor Skills, Language Competency, Language Learning
★ 4.7 (2.3K) · Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Adaptability, Data Ethics, AI Product Strategy, Resilience, AI literacy, AI Enablement, Collaboration, Artificial Intelligence, AI Integrations, Creativity, AI Workflows, Innovation, Responsible AI, Emotional Intelligence, Organizational Change, Leadership, Generative AI, Critical Thinking and Problem Solving, Organizational Skills, Business Communication
Beginner · Course · 3 - 6 Months

Google Cloud
Skills you'll gain: Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Management, Solution Architecture, Cloud Computing Architecture, Cloud Computing, Cloud Solutions, Cloud Security, Cloud Services, Cloud Platforms, Google Cloud Platform, Cloud Deployment, Solution Design, Process Optimization, System Implementation, Process Improvement and Optimization, Business Workflow Analysis, Process Analysis, Security Controls, Goal Setting
Advanced · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Video Production, Grammar, Photo/Video Production and Technology, Peer Review, Writing, Editing, Writing and Editing, English Language, Language Learning, Language Competency, Creativity
★ 4.8 (2.6K) · Advanced · Specialization · 3 - 6 Months