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
University of Colorado Boulder
Skills you'll gain: Machine Controls, Control Systems, Embedded Software, Laboratory Experience, Electronic Systems, Embedded Systems, Power Electronics, Electronic Hardware, Three-Phase, Electrical Equipment, Hardware Design, Electrical Engineering, Electrical Systems, Electronics, Electrical Power, Basic Electrical Systems, Automation Engineering, Integration Testing, Electronic Components, Torque (Physics)
University of Pennsylvania
Skills you'll gain: Social Impact, Demography, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Trend Analysis, Entrepreneurship, Business Strategies, Sustainable Development, Feasibility Studies, Solution Delivery, International Relations, Business Ethics, Case Studies, Risk Control, Socioeconomics, Compliance Management, Governance
Universitat Pompeu Fabra of Barcelona
Skills you'll gain: Digital Signal Processing, Music, Open Source Technology, Python Programming, Applied Mathematics, Classification Algorithms, Algorithms
Johns Hopkins University
Skills you'll gain: Magnetic Resonance Imaging, Neurology, Medical Imaging, Diagnostic Radiology, Anatomy, Radiology, Experimentation, Research Design, Laboratory Research, Image Analysis, Clinical Assessment, Hemodynamics, Medical Terminology
National Taiwan University
Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, Computer-Aided Design, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Simulations, Cost Estimation, Data Integration
University of Minnesota
Skills you'll gain: Compensation Management, Compensation Strategy, Compensation and Benefits, Payroll, Benefits Administration, Human Resource Strategy, Labor Compliance, Workers Compensation, Employee Retention, Employee Performance Management, Payroll Tax, Employee Engagement
University of Michigan
Skills you'll gain: Django (Web Framework), Ajax, jQuery, Model View Controller, Cascading Style Sheets (CSS), Javascript and jQuery, Hypertext Markup Language (HTML), JSON, Linux Commands, Application Development, Back-End Web Development, Database Application, Web Development, Cloud Deployment, Web Applications, Application Deployment, Javascript, Database Design, SQL, Code Reusability
Arizona State University
Skills you'll gain: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), Generative AI, NumPy, Object Oriented Programming (OOP), Model Training, Deep Learning, Image Analysis, Machine Learning Methods, Plot (Graphics), Object Oriented Design, Integrated Development Environments, Python Programming, Development Environment, Event-Driven Programming, Programming Principles, Computer Programming
Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Structures, Code Reusability, Jupyter, Python Programming, Programming Principles, Scripting, File I/O, Computational Logic, Package and Software Management, Computer Programming, Data Manipulation
ESSEC Business School
Skills you'll gain: Mediation, Conflict Management, Negotiation, Diplomacy, Labor Relations, Case Studies, Interactive Learning, Employee Relations, International Relations
University of Michigan
Skills you'll gain: Team Building, Teamwork, Team Management, Team Leadership, Team Performance Management, Team Collaboration, Conflict Management, Trustworthiness, Team Motivation, Collaboration, Rapport Building, Relationship Building, Drive Engagement, Performance Management, Organizational Structure, Knowledge Transfer, Leadership, Innovation, People Development, Industrial and Organizational Psychology
University of Minnesota
Skills you'll gain: Taxonomy, Spreadsheet Software, Microsoft Excel, Statistical Methods, Descriptive Statistics, Computer Programming
In summary, here are 10 of our most popular applied machine learning courses
- Motors and Motor Control Circuits:Â University of Colorado Boulder
- Business Strategies for A Better World:Â University of Pennsylvania
- Audio Signal Processing for Music Applications:Â Universitat Pompeu Fabra of Barcelona
- Fundamental Neuroscience for Neuroimaging:Â Johns Hopkins University
- BIM Application for Engineers:Â National Taiwan University
- Managing Employee Compensation:Â University of Minnesota
- Django for Everybody:Â University of Michigan
- Python: A Guided Journey from Introduction to Application:Â Arizona State University
- Python for Genomic Data Science:Â Johns Hopkins University
- Mediation and Conflict Resolution:Â ESSEC Business School
