Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Model Deployment, Multi-Cloud, Cloud Security, AI Security, MLOps (Machine Learning Operations), DevSecOps, Cloud Management, Security Architecture Review, Microservices, Site Reliability Engineering, Security Controls, CI/CD, System Monitoring, Infrastructure as Code (IaC), Compliance Management, Automation, Kubernetes, Docker (Software), Incident Management, Performance Analysis
Peking University
Skills you'll gain: Software Engineering, Software Testing, Object Oriented Design, Unified Modeling Language, Software Development Tools, System Requirements, Requirements Analysis, Agile Software Development, Software Quality (SQA/SQC), Agile Methodology, Software Development Life Cycle, Software Development Methodologies, Functional Requirement, Development Environment, Software Engineering Tools, Software Development, Software Design, Systems Analysis, Software Design Documents, Systems Design
Skills you'll gain: Agile Project Management, Sprint Retrospectives, Scaled Agile Framework, Agile Methodology, Leadership Studies, Project Risk Management, Emotional Intelligence, Team Management, Risk Management, Agile Software Development, Team Performance Management, Team Leadership, User Story, Leadership and Management, Organizational Leadership, Initiative and Leadership, Employee Coaching, Kanban Principles, Project Management Institute (PMI) Methodology, Prioritization
Skills you'll gain: Human Resources Management and Planning, Human Resource Management, Workforce Planning, Training and Development, Human Resources, Performance Appraisal, Human Resource Strategy, Performance Management, Talent Recruitment, Employee Training, Recruitment, Recruitment Strategies, Training Programs, Employee Performance Management, Management Training And Development, Talent Acquisition, Workforce Development, Workforce Management, Human Resources Information System (HRIS), Talent Management
Copenhagen Business School
Skills you'll gain: Artificial Intelligence, Large Language Modeling, AI literacy, Natural Language Processing, Theoretical Computer Science, Statistical Machine Learning, Liberal Arts, Artificial Neural Networks, Grammar, Computational Thinking, Social Impact
University of California San Diego
Skills you'll gain: Software Design, Systems Design, Software Design Documents, Software Documentation, System Design and Implementation, Internet Of Things, Technical Documentation, Technical Communication, Technical Writing, Mobile Development, Test Case, Development Testing, System Testing, Software Development, Embedded Software, Communication Systems, Embedded Systems, Systems Integration, Prototyping, System Implementation
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
Microsoft
Skills you'll gain: Agile Project Management, Agile Methodology, Agile Product Development, Project Management Life Cycle, Kanban Principles, Project Management Institute (PMI) Methodology, Project Management, Performance Metric, Workflow Management, Project Planning, Project Performance, Lean Methodologies
Arizona State University
Skills you'll gain: Curiosity, Lean Methodologies, Design Thinking, Entrepreneurship, Commercialization, Innovation, Persona Development, Problem Solving, Customer Analysis, Presentations, Target Audience, Creative Problem-Solving, Proposal Development, Customer Insights, Market Opportunities, Technology Solutions, Team Oriented, Market Research, Solution Design, User Feedback
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Plot (Graphics), Generative AI, Vector Databases, LLM Application, Text Mining, Dimensionality Reduction
Fred Hutchinson Cancer Center
Skills you'll gain: Policy Development, Data Ethics, Responsible AI, Legal Risk, Compliance Training, Stakeholder Engagement, Intellectual Property, Compliance Management, Regulation and Legal Compliance, AI literacy, Artificial Intelligence, Stakeholder Management, Law, Regulation, and Compliance, Regulatory Compliance, Governance, Business Ethics, Generative AI, Information Privacy, Team Building, Data Science
Interplay Learning
Skills you'll gain: HVAC, Engineering, Scientific, and Technical Instruments, Automation Engineering, System Monitoring, Real Time Data, Engineering Calculations, Test Equipment, Internet Of Things, Wireless Networks, Digital Analysis, Remote Access Systems, Facility Management, Facility Management and Maintenance
In summary, here are 10 of our most popular applied machine learning courses
- AI Systems Reliability & Security: Coursera
- 软件工程: Peking University
- PMI Agile Certified Practitioner (PMI-ACP): Packt
- Human Resource Management and Global HR Practices: EDUCBA
- AI and the Illusion of Intelligence: Copenhagen Business School
- Internet of Things Capstone V2: Build a Mobile Surveillance System: University of California San Diego
- Local LLMs with llamafile: Duke University
- Agile and Hybrid Approaches: Microsoft
- Technology & Entrepreneurship: Arizona State University
- Master Retrieval-Augmented Generation (RAG) Systems: Packt
