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.

Fundação Instituto de Administração
Skills you'll gain: Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistics, Strategic Decision-Making, Business Analysis, Statistical Analysis, Data Science, Probability & Statistics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: PostgreSQL, Database Administration, Relational Databases, Database Design, Database Management, Database Architecture and Administration, SQL, Stored Procedure, Databases, Transaction Processing, Data Manipulation, Query Languages
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Graph Theory, Database Design, Big Data, Network Analysis, Analytics, Data Management, Query Languages, Computing Platforms, Scalability, Unsupervised Learning, Distributed Computing, Algorithms
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Clinical Documentation, Responsible AI, Healthcare Industry Knowledge, Automation, Health Care Administration, Electronic Medical Record, Health Technology, Innovation, Artificial Intelligence, Health Informatics, ChatGPT, Patient-centered Care, Generative AI, Predictive Modeling
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Informed Consent, Clinical Research Ethics, Data Ethics, Healthcare Ethics, Medical Privacy, Responsible AI, Healthcare Industry Knowledge, Health Information Management, Patient-centered Care, Patient Safety, Generative AI Agents, Prompt Engineering
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Generative AI Agents, Innovation, Marketing Management, Team Management, Project Management, Data-Driven Decision-Making, Integrated Marketing Communications, Cross-Functional Collaboration, Content Creation, Leadership Development, Communication Strategies
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Responsible AI, Information Privacy, Personally Identifiable Information, Data Security, Threat Detection, Anomaly Detection, Threat Modeling, Cyber Security Strategy, Security Controls, Cyber Threat Hunting, Cybersecurity, Cyber Risk, Security Strategy, Cyber Governance, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Management, Security Software, AI Product Strategy, Generative AI
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Workday (Software), Payroll Processing, Payroll, Payroll Systems, Payroll Reporting, Benefits Administration, Human Resources Software, Business Reporting, Management Reporting, Ad Hoc Reporting, Workforce Management, Business Process, Compensation and Benefits, Organizational Structure, Staff Management, Data Maintenance
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Ajax, JSON, JavaScript Frameworks, Javascript, Application Programming Interface (API), Restful API, Web Applications, Real Time Data, Application Security
Intermediate · Course · 1 - 4 Weeks

École Polytechnique
Skills you'll gain: Hydraulics, Real Time Data, Physical Science, Estimation, Spatial Data Analysis, Mathematical Modeling, Environmental Engineering, Engineering Analysis, Applied Mathematics, Mechanics
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Employee Performance Management, Performance Management, Performance Appraisal, Talent Acquisition, Human Resources Management and Planning, Compensation Analysis, Compensation Strategy, Human Resource Strategy, Compensation Management, Human Resources, Talent Management, Employee Retention, Recruitment, Constructive Feedback, Benchmarking
Mixed · Course · 1 - 3 Months

Skills you'll gain: Marketing Analytics, Marketing Effectiveness, A/B Testing, Target Audience, Marketing Strategies, Marketing, Marketing Planning, Sales Pipelines, Customer Analysis, Marketing Channel, Advertising Campaigns, Regression Analysis, Forecasting, Data Analysis, Unsupervised Learning, Key Performance Indicators (KPIs), Return On Investment
Beginner · Course · 1 - 4 Weeks