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.

Skills you'll gain: Site Reliability Engineering, Database Architecture and Administration, Relational Databases, Operational Databases, PostgreSQL, Database Management, Scalability, Data Integrity, Data Persistence, Databases, Disaster Recovery, Performance Tuning, Maintainability, System Monitoring, Data Pipelines, Data Manipulation, Data Transformation
Beginner · Course · 1 - 4 Weeks

University of California, Irvine
Skills you'll gain: Linux, Embedded Software, Linux Commands, Linux Administration, Embedded Systems, Operating Systems, Internet Of Things, File Systems, Command-Line Interface, Software Installation, Python Programming, Programming Principles, Unix Shell, Electronic Hardware, System Configuration, Hardware Architecture, Computer Hardware, Computer Programming, Program Development, Development Environment
★ 4.7 (2.8K) · Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Data Store, Data Storage, Cloud Storage, Data Storage Technologies, Database Application, Cloud Engineering, Cloud Security, Data Security, Cloud Development, Data Management, Data Modeling, Security Controls, Cloud Applications, Database Architecture and Administration, Continuous Monitoring, Threat Management, Data Access, Cloud Management, Analytics
★ 4.5 (36) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Spatial Data Analysis, Datamaps, Dashboard Creation, Storytelling
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Mac OS, Cyber Threat Intelligence, Network Security, Threat Management, Endpoint Security, Hardening, Threat Detection, Knowledge of Apple Software, Security Strategy, Security Controls, Security Awareness, Network Protocols, Automation
Beginner · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: GitHub Copilot, Generative AI, Software Development Tools, Computer Programming Tools, AI literacy, AI Workflows, Test Automation, LLM Application, AI Integrations, Application Development, Automation, Software Documentation, Responsible AI, Test Case
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Database Design, Relational Databases, Database Development, Microsoft SQL Servers, SQL, Database Systems, Database Management, Database Software, Databases, Query Languages, Database Management Systems, Requirements Analysis, Frontend Integration
★ 4.2 (28) · Beginner · Guided Project · Less Than 2 Hours
Skills you'll gain: Responsible AI, Data Ethics, Medical Privacy, Clinical Documentation, Generative AI, Generative AI Agents, Clinical Informatics, Patient-centered Care, Health Insurance Portability And Accountability Act (HIPAA) Compliance, AI Workflows, AI Personalization, Regulatory Compliance, Patient Flow, Healthcare Industry Knowledge, Personally Identifiable Information, AI Integrations, Healthcare Ethics, Health Technology, Health Care Procedure and Regulation, Innovation
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Strategic Planning, Organizational Strategy, Case Studies, Business Planning, Stakeholder Engagement, Resource Allocation, Stakeholder Management, Resource Management, Strategic Leadership, Resource Planning, Stakeholder Analysis, Leadership and Management, Strategic Thinking, Systems Thinking, Mitigation, Non-Profit Accounting, Strategic Decision-Making, Organizational Change, Public Administration, Leadership Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Platforms, Cloud Computing, Cloud Deployment, Cloud Storage, Cloud Security, Computing Platforms, Cloud Management
★ 4.9 (55) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Microsoft Copilot, Generative Model Architectures, Microsoft Azure, OpenAI API, Fine-tuning, Model Optimization, Prompt Engineering, AI Security, OpenAI, Model Training, Model Deployment, Large Language Modeling, Microsoft Power Platform, LLM Application, AI Integrations
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Statistical Methods, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistics, Statistical Inference, Model Evaluation, Statistical Hypothesis Testing, Integral Calculus
★ 4.6 (108) · Advanced · Course · 1 - 4 Weeks