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
Status: PreviewUniversity of Pennsylvania
Skills you'll gain: Robotics, Control Systems, Simulation and Simulation Software, Algorithms, Matlab, Embedded Software, Python Programming, Mathematical Modeling, Computer Vision, Electronic Components, Linear Algebra
Status: FreeSkills you'll gain: Kubernetes, Docker (Software), Containerization, DevOps, Application Deployment, Scalability, Load Balancing, YAML, Capacity Management, Disaster Recovery, System Monitoring, Maintainability, Command-Line Interface
Status: NewStatus: Free TrialSkills you'll gain: Rust (Programming Language), System Programming, Package and Software Management, Data Structures, Software Installation, Test Data, Programming Principles, Secure Coding, Maintainability, Debugging, Software Design Patterns, Integrated Development Environments, Data Sharing, Data Management, Command-Line Interface, Capacity Management
Status: PreviewSkills you'll gain: Cloud Management, Azure DevOps, Infrastructure as Code (IaC), Cloud Computing, CI/CD, Microsoft Azure, DevOps, Cloud Infrastructure, Virtual Machines, Automation, User Provisioning, Role-Based Access Control (RBAC), Virtual Networking, Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)
Status: Free TrialSkills you'll gain: Data Structures, Graph Theory, Algorithms, Java, Theoretical Computer Science, Performance Tuning
Coursera
Skills you'll gain: Figma (Design Software), Prototyping, Collaborative Software, Mockups, Design, Graphic Design, UI Components, User Interface (UI) Design, Typography, User Accounts, Application Design, Instructional Design, Image Quality, Systems Design
Status: PreviewFred Hutchinson Cancer Center
Skills you'll gain: Grant Writing, Data Sharing, Grant Applications, Data Storage, Data Management, Health Policy, Technical Writing, Health Care Procedure and Regulation
Status: NewStatus: PreviewSkills you'll gain: Workplace Bullying Intervention, Law, Regulation, and Compliance, Compliance Training, Workplace inclusivity, Compliance Management, Communication Strategies, Accountability
Status: PreviewSiemens
Skills you'll gain: Engineering Analysis, Thermal Management, Simulations, Mechanical Engineering, Numerical Analysis, Engineering, Mathematical Modeling
Status: NewStatus: Free TrialSkills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Intrusion Detection and Prevention, Cybersecurity, Threat Detection, Cyber Threat Intelligence, Penetration Testing, Vulnerability Assessments, Firewall, Exploitation techniques, Human Factors (Security)
Skills you'll gain: HTML and CSS, Cascading Style Sheets (CSS), Responsive Web Design, Web Design, Hypertext Markup Language (HTML), Front-End Web Development, User Interface (UI) Design, Semantic Web, Typography
Status: Free TrialSkills you'll gain: Cloud Deployment, Application Deployment, ASP.NET, Microsoft Azure, Software Architecture, Authentications, Application Design, User Interface (UI), Application Development, Database Development, Maintainability, Web Servers, Debugging, Data Validation
In summary, here are 10 of our most popular applied machine learning courses
- 로봇공학: 캡스톤 디자인: University of Pennsylvania
- Scaling E-Commerce with Kubernetes: Deploy Web Apps: Coursera
- Learn to Code with Rust: Packt
- Azure CloudOps: Automating Infrastructure & Cost Control: Coursera
- Java: Non-Linear Data Structures: Codio
- Empezando con Figma: Coursera
- Data Management and Sharing for NIH Proposals: Fred Hutchinson Cancer Center
- Prevention of Harassment in the Workplace: US: SkillUp
- 응용 전산 유체 역학: Siemens
- Certified Ethical Hacker (CEH): Unit 4: Pearson
