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.

DeepLearning.AI
Skills you'll gain: Deep Learning, Statistical Analysis, Clinical Trials, Applied Machine Learning, Patient Treatment, AI Personalization, Machine Learning, Predictive Modeling, Text Mining, Health Informatics, Large Language Modeling, Medical Terminology, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Collaborative Software, Teaching, Education Software and Technology, Interactive Learning, User Accounts
Beginner · Guided Project · Less Than 2 Hours

The Hong Kong University of Science and Technology
Skills you'll gain: Business Ethics, Business Communication, English Language, Intercultural Competence, Public Speaking, Verbal Communication Skills, Cultural Diversity, Business Writing, Business, Vocabulary, Cultural Sensitivity, Negotiation
Mixed · Course · 1 - 3 Months

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

Khalifa University
Skills you'll gain: AI Personalization, Sales Enablement, Customer Data Management, Customer experience improvement, Predictive Analytics, AI Product Strategy, Customer Insights, Customer Engagement, Advanced Analytics, Large Language Modeling, Fraud detection, Self Service Technologies, Artificial Intelligence, Data Integration, Change Management
Beginner · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Blockchain, Regulation and Legal Compliance, Digital Assets, Business Leadership, Innovation, Business Transformation, Payment Systems, FinTech, Emerging Technologies, Digital Transformation, Investments, Cryptography, Market Dynamics, Software Development, Distributed Computing, Cryptographic Protocols, Business Analysis, Encryption, Scalability
Intermediate · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Blockchain, Payment Systems, Application Security, FinTech, Digital Assets, Cryptography, Financial Systems, Transaction Processing, Financial Regulation, Market Trend, Regulatory Compliance
Beginner · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: English Language, Entrepreneurship, Business Communication, Sales, Project Management, Verbal Communication Skills, Corporate Sustainability, Grammar, Writing, Business, Business Reporting, Vocabulary
Mixed · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Medical Imaging, Healthcare Ethics, Precision Medicine, Health Care Procedure and Regulation, Health Informatics, Predictive Analytics, AI Personalization, Machine Learning, Natural Language Processing, Healthcare Industry Knowledge, Clinical Monitoring, Artificial Intelligence and Machine Learning (AI/ML), Diagnostic Radiology, Patient Communication, Generative AI, Generative AI Agents, Computer Science, Medical Support, Business Strategy, Business
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Generative AI, Continuous Monitoring, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning Methods, Predictive Modeling, System Monitoring, Data Quality
Intermediate · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Data Collection, Data Visualization, Data-Driven Decision-Making, Microsoft Excel, Project Management, Data Analysis, Compensation and Benefits, Google Sheets, Timelines, Data Cleansing, Agile Methodology, Employee Surveys, Focus Group
Beginner · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Java Programming, Java, Mobile Development, Data Structures, Integrated Development Environments, Computer Programming, Debugging, Algorithms
Beginner · Course · 1 - 3 Months