Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Skills you'll gain: UI/UX Strategy, User Experience, User Flows, User Experience Design, Data Storytelling, Journey Mapping, Persona (User Experience), Experience Design, Usability, Design Strategies, User Centered Design, Usability Testing, UI/UX Research, Product Improvement, User Research, Human Centered Design, Design Research, Figma (Design Software), Storytelling, Prioritization
Intermediate · Course · 1 - 4 Weeks

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: Data Visualization, Data Storytelling, Power BI, Dashboard, Data Presentation, Transact-SQL, SQL, Microsoft SQL Servers, Excel Formulas, Microsoft Excel, Statistical Visualization, Data Cleansing, Transaction Processing, Prompt Engineering, Data Manipulation, Data Processing, Data Analysis, Dashboard Creation, Business Intelligence, Data Management
★ 4.6 (1.5K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Excel Formulas, Spreadsheet Software, Microsoft Excel, Microsoft Office, Microsoft 365, Data Analysis, Gross Profit, Business Mathematics
★ 4.6 (2.6K) · Beginner · Guided Project · Less Than 2 Hours
University of Illinois Urbana-Champaign
Skills you'll gain: Financial Accounting, Technical Accounting, Cash Flows, Financial Reporting, Specialized Accounting, Financial Statement Analysis, Financial Statements, Generally Accepted Accounting Principles (GAAP), Accounting, Equities, Benefits Administration, Income Statement, Income Tax, Compensation Management, Compensation and Benefits
★ 4.7 (121) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Video Production, TikTok, Videography, Video Editing, Instagram, Ideation, Social Media Content, Visual Storytelling, Content Creation, Content Scheduling, Digital Publishing, Content Development and Management, Brainstorming, Music, Trend Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Facebook, Customer experience improvement, Customer Engagement, Personalized Service, Social Media Management, Social Media, Social Media Marketing, Customer Relationship Building, Event Marketing, Customer Inquiries, Marketing, Promotional Strategies, Marketing Strategies, Strategic Communication, Communication Strategies, Business Strategy
★ 4.8 (15) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Non-Profit Accounting, Fund Accounting, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Compliance Reporting, Standard Accounting Practices, Specialized Accounting, Financial Accounting, Financial Statement Analysis, Financial Statements, Finance, Accounting, Financial Analysis, Analysis, Decision Making
★ 4.7 (14) · Mixed · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Cloud Security, PostgreSQL, Database Administration, Google Cloud Platform, Authentications, Database Management, Security Controls, Identity and Access Management, Key Management
★ 4.9 (8) · Beginner · Project · Less Than 2 Hours

Arizona State University
Skills you'll gain: Curiosity, Design Thinking, Persona Development, Innovation, Customer Analysis, Target Audience, Creative Problem-Solving, Customer Insights, Market Research, Entrepreneurship, User Feedback, Customer Engagement, Problem Solving, Communication, Interviewing Skills
★ 4.8 (12) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Amazon Bedrock, Responsible AI, Large Language Modeling, LLM Application, Generative AI, Generative Model Architectures, AI Security, Amazon Web Services, Retrieval-Augmented Generation, AI literacy, Model Deployment, Cloud Security, Security Controls, Fine-tuning, Information Privacy, Model Evaluation
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Decision Intelligence, Generative AI, Risk Management Framework, Risk Management, Data-Driven Decision-Making, Data Integration, Anomaly Detection, AI Integrations, Automation
Advanced · Course · 1 - 4 Weeks