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: Seaborn, Exploratory Data Analysis, Statistical Visualization, Data Visualization, Data Visualization Software, Scatter Plots, Interactive Data Visualization, Data-Driven Decision-Making, Jupyter, Data Analysis Software, Analysis, Correlation Analysis, Data Structures, Strategic Decision-Making, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Information Architecture, UI/UX Research, User Research, Content Management, UI/UX Strategy, Design Research, User Experience, Content Strategy, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Usability Testing, Information Management, Usability, User Centered Design, Data Mapping, Digital Analysis, Diagram Design, Web Design, Web Applications, Web Development
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Disaster Recovery, SAP S/4HANA, SAP Applications, Azure Active Directory, Cloud Infrastructure, Cloud Management, Computing Platforms, System Monitoring, Cloud Deployment, Application Deployment, Network Planning And Design, Virtual Machines, Virtual Networking, IT Infrastructure, Cloud Storage, Data Migration
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Decision Making, Strategic Decision-Making, Decisiveness, Case Studies, Leadership, Action Oriented, Plan Execution, Dealing With Ambiguity, Analysis, Critical Thinking and Problem Solving, Problem Solving, Strategic Thinking, Critical Thinking, Constructive Feedback, Leadership Development, Performance Analysis, Professional Development, Overcoming Obstacles, Communication Strategies, Verbal Communication Skills
Beginner · Course · 1 - 4 Weeks

Columbia University
Skills you'll gain: Care Coordination, Value-Based Care, Care Management, Patient Coordination, Clinical Informatics, Health Informatics, Interoperability, Health Technology, Managed Care, Healthcare Ethics, Patient-centered Care, Health Systems, Health Care, Primary Care, Health Policy, Data Integration, Communication
★ 4.6 (161) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Microservices, Problem Management, Application Performance Management, Grafana, Performance Tuning, Software Visualization, Dependency Analysis, Debugging, Multi-Tenant Cloud Environments, Incident Management, Incident Response, Data Pipelines
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Machine Learning, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Change Management, Organizational Change, Culture Transformation, Training Programs, Communication Planning, Gap Analysis, Google Workspace, Employee Training, Training and Development, Business Transformation, Stakeholder Communications, Customer Success Management, Organizational Development, Customer Communications Management, Strategic Communication, Workforce Development, Needs Assessment, Plan Execution, End User Training and Support, Drive Engagement
Intermediate · Course · 1 - 3 Months

Skills you'll gain: iOS Development, Apple iOS, Swift Programming, UI Components, Mobile Development, Apple Xcode, Database Management, Data Store, Databases, User Interface (UI), Model View Controller, Application Development, User Interface (UI) Design, Data Persistence, Cloud-Based Integration, Data Validation, Data Modeling
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Kubernetes, Google Cloud Platform, Devops Tools, DevOps, Build Tools, IT Infrastructure, Development Environment
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Django (Web Framework), GitHub, Version Control, Git (Version Control System), User Interface and User Experience (UI/UX) Design, User Experience Design, Secure Coding, User Interface (UI), Web Development, Application Security, Application Frameworks, Development Environment, Authentications, Usability, Web Applications, Integrated Development Environments, User Accounts, Authorization (Computing)
★ 4.7 (15) · Intermediate · Guided Project · Less Than 2 Hours
Skills you'll gain: Pandas (Python Package), NumPy, Data Manipulation, Code Reusability, Data Preprocessing, Data Wrangling, Package and Software Management, Data Analysis, Data Integration, JSON, Object Oriented Programming (OOP), Data Science, Data Structures, Python Programming, Exploratory Data Analysis, Computer Programming, Programming Principles, Data Import/Export, Data Storage, Computational Logic
★ 4.7 (194) · Beginner · Specialization · 3 - 6 Months