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
Eindhoven University of Technology
Skills you'll gain: Systems Of Measurement, Sensory Systems Analysis, Psychology, Behavioral Health, Electrophysiology, Physiology, Psychological Evaluations, Physics, Technical Standard, Biology, Scientific Visualization, Experimentation, Research Methodologies
Skills you'll gain: Virtualization and Virtual Machines, Virtual Machines, Virtualization, Containerization, Virtual Networking, Cloud Deployment, Open Source Technology, Data Persistence
Skills you'll gain: Animation and Game Design, Computer Graphic Techniques, Model Optimization, Cinematography, Post-Production, Technical Design, Virtual Environment, Simulations, Graphics Software, Blended Learning
Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Model Training, Cloud Deployment
Skills you'll gain: Model Context Protocol, Load Balancing, Containerization, Docker (Software), Model Deployment, Restful API, API Design, Application Programming Interface (API), Authentications, Application Deployment, Tool Calling, Scalability, Performance Tuning, Data Validation
Skills you'll gain: Rust (Programming Language), Command-Line Interface, Other Programming Languages, Package and Software Management, Memory Management, Go (Programming Language), Programming Principles, Program Development, C (Programming Language), Secure Coding, Software Development, Computer Programming
Skills you'll gain: Data Visualization, Statistical Visualization, Data Presentation, Data Wrangling, Data Processing, Data Science, Data Structures
University of Michigan
Skills you'll gain: Energy and Utilities, Automation, Social Sciences, Social Impact, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Interactive Learning, Socioeconomics, Sustainable Development, Social Justice, Sustainable Technologies, Policy Analysis, Transportation Operations, Emerging Technologies, Environment
Coursera
Skills you'll gain: DeepSeek API, Deepseek, LangChain, Generative AI, LLM Application, AI Workflows, AI Integrations, Automation, Application Deployment, Systems Integration
Google Cloud
Skills you'll gain: CI/CD, MLOps (Machine Learning Operations), Apache Airflow, Google Cloud Platform, Data Pipelines, Model Deployment, Tensorflow, Continuous Deployment, AI Workflows, Metadata Management, Model Training, Model Optimization, AI Orchestration, Data Preprocessing, Model Evaluation
Northeastern University
Skills you'll gain: Agile Software Development, Software Development Methodologies, Agile Methodology, Scaled Agile Framework, Agile Product Development, Leadership and Management, Agile Project Management, Conflict Management, Leadership, Leadership Development, Organizational Leadership, Sprint Planning, Collaborative Software, Scrum (Software Development), Project Planning, Team Building, Software Development Life Cycle, Software Development, Prioritization, Team Oriented
John Wiley & Sons
Skills you'll gain: Financial Statements, Financial Statement Analysis, Capital Budgeting, International Finance, Portfolio Management, Financial Analysis, Corporate Finance, Financial Acumen, Income Statement, Financial Modeling, Business Valuation, Balance Sheet, Behavioral Economics, Finance, Risk Management, Portfolio Risk, Financial Management, Investment Management, Cash Flows, Forecasting
In summary, here are 10 of our most popular applied machine learning courses
- Lightcap 2: Basics of light and its effects on humans: Eindhoven University of Technology
- Linux Foundation Certified System Administrator (LFCS): Unit 7: Pearson
- Blender Beginners Masterclass - The Cookie Factory: Packt
- Introduction to Image Generation - Português Brasileiro: Google Cloud
- API Development and Model Serving: Coursera
- Fundamentals with Rust: Build a CLI Distance Calculator: Coursera
- Python for Data Analysis: Step-By-Step with Projects: Packt
- 人、テクノロジー、そしてモビリティの未来: University of Michigan
- Hands-on DeepSeek: Coursera
- ML Pipelines on Google Cloud - Português: Google Cloud
