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.

Fractal Analytics
Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Transformation, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Risk Modeling, Data Validation, Metadata Management, Data Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Presentations, Proposal Development, Proposal Writing, Value Propositions, Sales Presentations, Solution Sales Engineering, Collaborative Software, Collaboration, Meeting Facilitation
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Identity and Access Management, Cloud Infrastructure, Kubernetes, Google Cloud Platform, Containerization, Cloud Applications, Load Balancing, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud Computing, Cloud Computing Architecture, Cloud Services, Application Deployment, Cloud Management, Data Storage, Cloud Storage, Terraform, Prompt Engineering, Infrastructure as Code (IaC), Generative AI
Intermediate · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Containerization, Docker (Software), Application Deployment, Cloud Platforms, Cloud Deployment, Cloud Applications, Kubernetes, Amazon Web Services, Cloud Computing, Development Environment, Continuous Deployment, CI/CD, Continuous Integration, DevOps, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Content Strategy, Search Engine Optimization, Content Creation, Keyword Research, Digital Content, Content Marketing, Social Media Content, Target Audience, ChatGPT, Web Analytics and SEO, Video Production, Prompt Engineering, Workflow Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Color Theory, Web Design, Responsive Web Design, HTML and CSS, Design, ChatGPT, User Interface (UI) Design, Generative AI, Development Environment, Javascript, Cloud Hosting, Software Installation, Databases
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Database Management, Query Languages, Relational Databases, Database Design, Data Analysis, Data Integrity, Data Manipulation, User Accounts
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Canva (Software), Instagram, Social Media Content, Social Media, Content Creation, Graphic Design, Advertising, Design, Social Media Marketing, Social Media Campaigns, Video Production, Social Justice
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Spreadsheet Software, Financial Statements, Financial Statement Analysis, Financial Acumen, Excel Formulas, Microsoft Excel, Content Marketing, Balance Sheet, Profit and Loss (P&L) Management, Cash Flows, Registration, Web Servers
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Regression Analysis, Linear Algebra, R Programming, Data Science, Probability Distribution, Statistical Modeling, Mathematical Modeling, Probability & Statistics, Applied Mathematics, Statistical Analysis, Statistical Inference
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cloud Deployment, Google Gemini, Google Cloud Platform, AI Security, Generative AI, Cloud Security, System Configuration, Vulnerability Assessments
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, AI Security, Cloud Deployment, Google Cloud Platform, Cloud Security, Generative AI, Security Management
Beginner · Course · 1 - 4 Weeks