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.

Amazon Web Services
Skills you'll gain: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Amazon CloudWatch, Cloud Solutions, Cloud Management, Cloud Computing, Cloud Computing Architecture, Network Architecture, Virtual Networking, User Accounts, Personally Identifiable Information
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Cascading Style Sheets (CSS), Web Design, Interactive Design, Color Theory, User Interface (UI), Web Development
Beginner · Guided Project · Less Than 2 Hours

Northeastern University
Skills you'll gain: Customer Analysis, Business Strategy, Competitive Analysis, Strategic Thinking, Organizational Strategy, Strategic Decision-Making, Corporate Strategy, Healthcare Industry Knowledge, Market Analysis, Operational Analysis, Business, Case Studies, Company, Product, and Service Knowledge, Environmental Management Systems, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Culture Transformation, Organizational Change, Organizational Leadership, Cognitive flexibility, Business Transformation, Open Mindset, Adaptability, Change Management, Innovation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Debugging, Automation, Python Programming, Data Structures, Programming Principles, Data Import/Export, Scripting, Data Manipulation, File Management, Data Validation, Software Installation
Beginner · Course · 3 - 6 Months

Board Infinity
Skills you'll gain: Management Consulting, Mergers & Acquisitions, Business Consulting, Growth Strategies, Due Diligence, Strategic Thinking, Profit and Loss (P&L) Management, Business Strategies, Price Negotiation, Market Opportunities, Financial Analysis, Competitive Analysis, Go To Market Strategy, Case Studies, Business Analysis, Market Analysis, Revenue Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: z/OS, Package and Software Management, Mainframe Computing, Patch Management, Software Installation, File Transfer Protocol (FTP), Configuration Management, Change Control, Data Management, Command-Line Interface
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: AI Product Strategy, Prompt Engineering Tools, Generative AI, Innovation, New Product Development, Product Development, Responsible AI, Process Development, AI Enablement, Ethical Standards And Conduct, AI Workflows, Project Management
Beginner · Course · 1 - 4 Weeks

University of Leeds
Skills you'll gain: Change Management, Organizational Change, Business Leadership, Business Transformation, Strategic Leadership, Leadership, Influencing, Corporate Sustainability, Sustainable Development, Communication
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Redis, Data Store, Scalability, Cloud Storage, Middleware
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Linux, File Systems, Unix Commands, Scripting, Command-Line Interface, Ubuntu, Linux Administration, Unix, Operating Systems, Network Protocols, OS Process Management, Automation, Software Installation
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Anomaly Detection, Fraud detection, Generative AI, Risk Management, Data Visualization Software, ChatGPT, Data Synthesis, Compliance Management, Unsupervised Learning, AI Workflows, Prompt Engineering, Data Pipelines, Automation, Predictive Analytics, Ethical Standards And Conduct
Intermediate · Course · 1 - 4 Weeks