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.

Kennesaw State University
Skills you'll gain: Branding, Brand Marketing, Brand Strategy, Brand Management, Brand Loyalty, Value Propositions, Product Lining, Promotional Strategies, Competitive Analysis, Cost Reduction
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Risking, Model Training, Technology Roadmaps, AI Integrations, Google Sheets, Critical Thinking, Innovation
★ 4.8 (25K) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: API Gateway, Cloud API, Application Programming Interface (API), Kubernetes, Google Cloud Platform, Hybrid Cloud Computing, Application Performance Management, Capacity Management, Istio, Cloud Platforms, Scalability, Application Security, Cloud-Native Computing, API Testing, Security Controls, System Monitoring, Apache Cassandra, Application Deployment, Patch Management, Package and Software Management
★ 4.6 (58) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Instagram, Email Marketing, Email Automation, Lead Generation, Marketing Automation, Make.com, Digital Marketing Tools, Google Sheets, Social Media, Gmail
Beginner · Guided Project · Less Than 2 Hours

Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Process Analysis, Analysis, Process Improvement, Business Analysis Tools, Project Documentation, Quality Improvement, Customer Insights, Quality Assessment, Customer Analysis, Continuous Quality Improvement (CQI), Quality Management, Project Management, Project Scoping, Project Planning
★ 4.3 (117) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Laboratory Experience, Learning Strategies, Constructive Feedback, Experimentation, Science and Research, Physics, Scientific Methods, Investigation
★ 4.8 (57) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Procurement, Strategic Sourcing, Contract Negotiation, Negotiation, Supplier Management, Purchasing, Supplier Relationship Management, Supplier Performance Management, Proposal Development, Cost Estimation, Excel Formulas, Cost Reduction, Cost Benefit Analysis, Microsoft Excel, Data-Driven Decision-Making, Risk Management, Service Level
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Generative AI, No-Code Development, Prompt Engineering Tools, AI literacy, LLM Application, Personalized Campaigns, Prompt Engineering, Application Development, Social Media Campaigns, Marketing Automation, ChatGPT, Social Media Content, Content Development and Management, Product Improvement, Automation
★ 4 (21) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Secure Coding, .NET Framework, Data Validation, Business Logic, Database Design, Web Development, Database Development, C# (Programming Language), Verification And Validation, Relational Databases, Databases, Billing & Invoicing, User Interface (UI), Billing, System Testing, Database Application, Development Testing, Software Testing, Application Design, Web Design and Development
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: SQL, Database Design, Database Management, Data Analysis, Relational Databases, Data Cleansing, Data Transformation, Version Control, Data Manipulation, Query Languages, AI Integrations, Analytics, GitHub, Analysis, Software Versioning, Git (Version Control System), Performance Tuning, Data Integrity
★ 3.9 (23) · Beginner · Course · 1 - 3 Months

Skills you'll gain: User Interface (UI), User Interface (UI) Design, Responsive Web Design, User Interface and User Experience (UI/UX) Design, User Experience Design, Digital Design, Web Design, Graphic and Visual Design, User Experience, Motion Graphics, Adobe XD, Interactive Design, No-Code Development, Graphic Design, Color Matching, Prototyping, Layout Design, Visual Design, Graphic and Visual Design Software, Design
★ 5 (6) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Visualization, Statistical Analysis, Predictive Modeling, Advanced Analytics, R (Software), R Programming, Statistical Methods, Data Manipulation, Business Analytics, Data Analysis, Predictive Analytics, Analysis, Probability & Statistics, Analytics, Analytical Skills, Statistical Modeling, Data Analysis Software, Regression Analysis, Statistical Programming, Time Series Analysis and Forecasting
Beginner · Course · 1 - 4 Weeks