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
Case Western Reserve University
Skills you'll gain: Philanthropy, Entrepreneurship, Entrepreneurial Finance, Innovation, New Business Development, Community Development, Economic Development, Commercialization, Mentorship, Case Studies, Public Policies, Investments, Resource Allocation, Program Evaluation
Politecnico di Milano
Skills you'll gain: Application Specific Integrated Circuits, Systems Design, Computer Architecture, System Design and Implementation, Hardware Architecture, Cloud Infrastructure, Distributed Computing, Computer Systems, Computing Platforms, System Configuration, Embedded Systems
Imperial College London
Skills you'll gain: Continuous Quality Improvement (CQI), Qualitative Research, Public Health, Healthcare Project Management, Patient Safety, Public Health and Disease Prevention, Health Systems, Community Health, Clinical Leadership, Patient-centered Care, Health Care, Quantitative Research, Geographic Information Systems, Health Policy, Research Design, Program Evaluation, Leadership, Data Collection, Scientific Methods, Data-Driven Decision-Making
Real Madrid Graduate School Universidad Europea
Skills you'll gain: Large Language Modeling, Image Analysis, Web Scraping, Data Capture, Computer Vision, LLM Application, Data Collection, Reinforcement Learning, Analytics, Real Time Data, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, People Analytics, Analysis, Automation, Data Presentation, Supervised Learning, Natural Language Processing, Innovation
Duke University
Skills you'll gain: Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Resilience, Empathy, Social Justice, Self-Awareness
Skills you'll gain: Memory Management, Operating Systems, C (Programming Language), C and C++, Performance Tuning, System Programming, System Software, Unix, Hardware Architecture
Skills you'll gain: Program Development
Skills you'll gain: CI/CD, Continuous Deployment, Continuous Integration, Continuous Delivery, Application Deployment, Build Tools, Cloud Deployment, Application Performance Management, Test Automation, Containerization, System Monitoring, ASP.NET, Unit Testing, Release Management, Version Control
University of Minnesota
Skills you'll gain: Time Series Analysis and Forecasting, Model Evaluation, Predictive Modeling, Data Preprocessing, Model Training, Regression Analysis, Microsoft Excel, Forecasting, Excel Formulas, Pivot Tables And Charts, Data Manipulation, Data Transformation, Feature Engineering, Statistical Modeling, Spreadsheet Software, Predictive Analytics, Model Optimization, Data Cleansing, Statistical Methods
Skills you'll gain: Unity Engine, Torque (Physics), Game Design, Video Game Development, Mechanics, Event-Driven Programming, Animation and Game Design, Simulation and Simulation Software, Simulations, Computer Graphics, Mathematical Modeling, Physics, Scripting, Linear Algebra, Advanced Mathematics, Mathematics and Mathematical Modeling
LearnQuest
Skills you'll gain: Continuous Delivery, Test Driven Development (TDD), Unit Testing, Continuous Deployment, Continuous Integration, Test Script Development, Program Development, CI/CD, Agile Methodology, Test Automation, Development Testing, Mockups, Test Case, Agile Software Development, Software Testing, Debugging, Software Development, Python Programming, Version Control, Requirements Analysis
Skills you'll gain: Feature Engineering, Agentic Workflows, AI Orchestration, Generative AI Agents, Model Optimization, Model Training, Data Ethics, Responsible AI, Model Deployment, Agentic systems, Artificial Intelligence, Generative AI, MLOps (Machine Learning Operations), Data Transformation, Model Evaluation, Reinforcement Learning, Code Reusability, Fine-tuning, System Design and Implementation, Python Programming
In summary, here are 10 of our most popular applied machine learning courses
- Beyond Silicon Valley: Growing Entrepreneurship in Transitioning Economies:Â Case Western Reserve University
- FPGA computing systems: Background knowledge and introductory materials:Â Politecnico di Milano
- Quality Improvement in Healthcare:Â Imperial College London
- Future of data and technology in football:Â Real Madrid Graduate School Universidad Europea
- Christian Virtues for Spiritual Growth:Â Duke University
- Intro to Operating Systems 2: Memory Management:Â Codio
- PyQt Training Intermediate Level:Â EDUCBA
- Continuous Integration and Deployment with ASP.NET Core:Â EDUCBA
- Introduction to Predictive Modeling:Â University of Minnesota
- Master Unity Game Physics: Apply, Simulate & Transform:Â EDUCBA
