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: NewStatus: Free TrialSkills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics
Skills you'll gain: Prototyping, Object Oriented Programming (OOP), JavaScript Frameworks, Software Design Patterns, Software Design, Maintainability, Software Architecture
Status: New
Status: NewStatus: Free TrialSkills you'll gain: 3D Modeling, Animations, 3D Assets, Computer Graphics, User Interface (UI), Scripting
Status: NewSkills you'll gain: Interpersonal Communications, Social Skills, Assertiveness, Self-Awareness
Status: PreviewFred Hutchinson Cancer Center
Skills you'll gain: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Institutional Review Board (IRB), Healthcare Ethics, Data Security, Data Governance, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Informed Consent, Encryption
Status: NewStatus: Free TrialGoogle Cloud
Skills you'll gain: Generative AI Agents, Generative AI, Google Cloud Platform, Gemini, Responsible AI, AI Security, AI Product Strategy, AI Enablement, Data Ethics, Cloud Infrastructure, Data Governance, Artificial Intelligence, Data Centers, MLOps (Machine Learning Operations)
Status: PreviewSkills you'll gain: User Experience Design, User Centered Design, Prototyping, UI/UX Research, Miro AI, Wireframing, User Research, Design Thinking
Status: NewStatus: PreviewSimplilearn
Skills you'll gain: Cloud-Native Computing, Command-Line Interface
Status: NewStatus: Free TrialSkills you'll gain: File Systems, Linux Administration, Linux, Linux Commands, Computer Hardware, Data Storage, Operating System Administration, Hardware Architecture, Operating Systems, Systems Administration, System Configuration, Command-Line Interface, System Monitoring
Status: NewStatus: Free TrialGoogle Cloud
Skills you'll gain: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation
Status: NewStatus: Free TrialSkills you'll gain: Rust (Programming Language), System Programming, Secure Coding, Data Structures, Programming Principles, Data Sharing, Data Management, Capacity Management
In summary, here are 10 of our most popular applied machine learning courses
- Data Science Fundamentals Part 2: Unit 2: Pearson
- JavaScript Prototypes 2025 – The Complete Course: Packt
- The Complete Carbon Programming Course: Packt
- Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
- Communicating Through Disagreement: Packt
- Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center
- 生成式 AI：掌握幕後技術與環境: Google Cloud
- Experience Essentials: Unlocking the UX Process with Miro: Coursera
- Kubernetes Training for Beginner: Simplilearn
- CompTIA Linux+ XK0-005: Unit 5: Pearson
