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: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Linux Commands, Scripting Languages, grep, Linux, IT Automation, Unix Commands, Unix, Debugging, Automation, Remote Access Systems, Command-Line Interface, Linux Servers, Development Environment, System Monitoring, Data Structures, Software Installation
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Security Testing, DevSecOps, MITRE ATT&CK Framework, Security Requirements Analysis, Authentications, Threat Detection, Software Development Life Cycle, Security Controls, Vulnerability Assessments, Vulnerability Scanning, DevOps, Cyber Security Assessment, CI/CD, Linux, Cyber Security Strategy, Cyber Risk, Cyber Governance
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O
Intermediate · Course · 1 - 4 Weeks
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

Skills you'll gain: Apache Kafka, Spring Framework, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Event-Driven Programming, Public Key Infrastructure, Encryption, Distributed Computing
Intermediate · Course · 3 - 6 Months

University of Colorado Boulder
Skills you'll gain: Databases, Database Development, Database Management, Acceptance Testing, Data Architecture, Web Applications, Microservices, Software Architecture, Software Engineering, System Testing, Data Infrastructure, Software Systems, System Monitoring, Functional Requirement, Application Deployment, Site Reliability Engineering, Middleware, Distributed Computing, Prototyping, Big Data
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI powered creativity, Business Research, Copywriting, Ideation, Marketing Materials, Writing and Editing, Project Implementation, Generative AI, Market Research, Marketing, Product Marketing, Predictive Modeling, Financial Data, Packaging and Labeling, Financial Analysis
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Animations, Video Editing, Motion Graphics, Adobe Creative Cloud, Timelines, Design Elements And Principles, Typography, File Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Vibe coding, Data Migration, AI Product Strategy, Database Management, Database Design, Technical Writing, Generative AI, Technical Communication, AI literacy, AI Enablement, AI Integrations, Data Validation, Prompt Engineering, Software Documentation, Technical Documentation, Email Automation, AI Workflows, Code Review, Prioritization, Automated External Defibrillator
Intermediate · Course · 3 - 6 Months

AI Business School
Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Generative AI, Sales, Sales Enablement, AI Personalization, Large Language Modeling, AI literacy, ChatGPT, AI Enablement, Workflow Management, Artificial Intelligence, Ideation, Innovation, Business Transformation, Content Creation, Business Management, Key Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Analytical Skills, Analytics, Data Visualization, Trend Analysis, Data-Driven Decision-Making, Business Analytics, Statistical Analysis, Data Storytelling, Python Programming, Data Wrangling
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Cyber Governance, Safety Culture, Dashboard, Cyber Threat Intelligence, Communication, Business Metrics, Security Strategy, Governance, Governance Risk Management and Compliance, Communication Strategies, Strategic Communication, Culture Transformation, IT Management, Enterprise Security, Cyber Operations, Regulatory Requirements, Leadership, Risk Mitigation, Initiative and Leadership, Organizational Leadership
Beginner · Course · 1 - 3 Months