Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Northeastern University
Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Data Governance, Database Design, Operational Data Store, Data Management, SQL, Relational Databases, Query Languages, Data Mining, Data Quality, Data Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Plotly, Dashboard, Dashboard Creation, Interactive Data Visualization, Jupyter, HTML and CSS, UI Components, Hypertext Markup Language (HTML), Plot (Graphics), Data Visualization Software, Real Time Data, Python Programming, Data Structures
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Microsoft Azure, Azure Active Directory, Cloud Computing, Cloud Computing Architecture, Identity and Access Management, Cloud Deployment, Cloud Solutions, Cloud Services, Cloud Infrastructure, Cloud Management, Cloud Security, Role-Based Access Control (RBAC), Azure DevOps, Authentications, Data Governance, IT Security Architecture, Azure DevOps Pipelines, Azure Synapse Analytics, Cyber Governance, Microsoft Copilot
Beginner · Course · 1 - 3 Months

Skills you'll gain: JavaScript Frameworks, Event-Driven Programming, Javascript, Frontend Performance, Frontend Integration, Object Oriented Programming (OOP), Video Game Development, Web Development, Scripting, Development Environment, Cascading Style Sheets (CSS), Front-End Web Development, Data Validation, Real Time Data, Prototyping, Data Integrity, Programming Principles, Computational Logic, Data Storage, Code Reusability
Beginner · Specialization · 3 - 6 Months

LearnQuest
Skills you'll gain: Linux, Linux Administration, Systems Administration, Display Devices
Beginner · Course · 1 - 4 Weeks

Politecnico di Milano
Skills you'll gain: Sustainable Business, Business Modeling, Corporate Sustainability, Digital Transformation, Business Architecture, Business Transformation, Environment and Resource Management, Resource Utilization, Finance, Emerging Technologies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Email Marketing, Direct Marketing, Driving engagement, Customer Engagement, Target Audience, Content Marketing, Marketing Effectiveness, Campaign Management, Marketing Strategy and Techniques, Marketing Strategies, Campaign Planning, Customer Relationship Building, Customer Retention, Personalized Campaigns, Marketing Communications, Relationship Management, Communication Planning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Project Risk Management, IT Management, Project Management, Software Development Methodologies, Systems Development Life Cycle, IT Infrastructure, Software Development Life Cycle, Information Technology, Project Portfolio Management, Project Scoping, Cloud Infrastructure, Environmental Social And Corporate Governance (ESG), Risk Management, Resource Management, Security Management, Agile Methodology, Scrum (Software Development), Agile Software Development, Cloud Services, Information Technology Operations
Beginner · Course · 1 - 3 Months

Simplilearn
Skills you'll gain: Responsible AI, Data Ethics, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Information Privacy, Personally Identifiable Information, AI literacy, Case Studies, Law, Regulation, and Compliance, Artificial Intelligence, Model Evaluation, Regulation and Legal Compliance, Socioeconomics, Social Studies
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Model Evaluation, AI literacy, Data Analysis, Applied Machine Learning, Artificial Intelligence, Machine Learning, Machine Learning Methods
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Project Management Office (PMO), Project Management Life Cycle, Program Management, Governance, Project Closure, Stakeholder Communications, Benefits Administration, Project Management Institute (PMI) Methodology, Program Development, Solution Delivery, Project Management, Stakeholder Analysis, Program Implementation, Program Standards, Program Evaluation, Project Implementation, Organizational Strategy, Systems Integration
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Responsible AI, Loan Origination, General Lending, Lending and Underwriting, Loan Documentation, Data Ethics, Generative AI Agents, Workflow Management, Generative AI, Regulatory Compliance, AI Integrations, Law, Regulation, and Compliance, Customer Communications Management, Loans, Customer experience improvement, Credit Risk, Document Management, Financial Services, Business Process Automation, Customer Inquiries
Intermediate · Course · 1 - 4 Weeks