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.

Duke University
Skills you'll gain: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Generative AI, Open Source Technology, Cross Platform Development, Application Programming Interface (API), Machine Learning
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Enterprise Risk Management (ERM), IT Management, Business Continuity, Data Security, Business Continuity Planning, Disaster Recovery, Audit Planning, Information Technology, Risk Management, Data Validation, Data Management, Compliance Management, Risk Mitigation, Data Governance, Technology Strategies, Information Assurance, Security Controls, Law, Regulation, and Compliance, Project Risk Management, Auditing
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Issue Tracking, Dashboard Creation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Backlogs, Stakeholder Communications, Virtual Teams, Stakeholder Management, Communication Planning, Agile Project Management, Stakeholder Engagement, Agile Software Development, Agile Product Development, Agile Methodology, Communication, Communication Strategies, Collaborative Software, Cross-Functional Collaboration, Cross-Functional Team Leadership, Negotiation, Conflict Management, Product Management, Product Requirements, User Story
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Terraform, Infrastructure as Code (IaC), Virtual Machines, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Virtualization and Virtual Machines, Software Installation
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Docker (Software), Kubernetes, Containerization, Cloud-Native Computing, YAML, Devops Tools, Development Environment, Application Deployment, Software Installation, Infrastructure Architecture, General Networking, Network Infrastructure, Linux, Command-Line Interface
Beginner · Course · 3 - 6 Months

University of Toronto
Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Organizational Change, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Persuasive Communication, Innovation, Quantitative Research, Strategic Communication, Analytics, Ideation, Diversity and Inclusion, Qualitative Research, Diversity Awareness
Beginner · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Spreadsheet Software, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Descriptive Statistics, Predictive Modeling, Variance Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Web Frameworks
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Content Marketing, Social Media Marketing, Social Media, Web Analytics and SEO, Content Management, Content Management Systems, Social Media Management, Social Media Content, Content Strategy, Social Media Strategy, LinkedIn, Digital Marketing Tools, Marketing Strategies, Marketing Strategy and Techniques, Content Development and Management, Persona Development, Storytelling, Productivity, Social Media Campaigns, Social Media Analytics
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: User Interface (UI), Simulation and Simulation Software, Verification And Validation, Electronics, Simulations, Software Visualization, Electronic Components, Technical Design, Design Software, Diagram Design, Debugging, Graphical Tools, Design, Computer-Aided Design, File Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Artificial Intelligence, AI literacy, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning, Model Evaluation
Beginner · Course · 1 - 3 Months