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 System
Skills you'll gain: Machine Learning Algorithms, Model Training, Machine Learning Methods, Human Factors (Security), Machine Learning, Model Evaluation, Data Modeling, Supervised Learning, Predictive Modeling, AI Integrations, Diagnostic Tests, Reinforcement Learning
University of Minnesota
Skills you'll gain: Spreadsheet Software, Analysis, Systems Design, Solution Design, Systems Analysis, Model Evaluation, Machine Learning Algorithms, Algorithms
Fred Hutchinson Cancer Center
Skills you'll gain: Collaborative Software, GitHub, Technical Writing, Technical Support, Version Control, Document Management, Technical Documentation, Typography
Skills you'll gain: Graph Theory, Data Structures, Algorithms, Computer Programming, Python Programming, Programming Principles, Computational Thinking, Data Science, Theoretical Computer Science, Model Optimization, Data Processing, Geometry, Data Analysis Expressions (DAX), Data Manipulation, Data Analysis, Data Management, Applied Mathematics
Skills you'll gain: Patient Flow, Hospital Experience, Medical Management, Patient Coordination, Health Care Administration, Patient Registration, Care Coordination, Primary Care, Health Care, Capacity Management, Diagnostic Tests
Fundação Instituto de Administração
Skills you'll gain: Budget Management, Budgeting, Financial Management, Operating Budget, Cost Control, Performance Management, Performance Measurement, Business Planning, Business Strategy, Strategic Planning, Variance Analysis, Cross-Functional Collaboration, Forecasting
Universidad de los Andes
Skills you'll gain: Project Estimation, Work Breakdown Structure, Project Controls, Cost Estimation, Estimation, Project Schedules, Case Studies, Cost Management, Scheduling, Project Scoping, Timelines, Project Planning, Scope Management, Project Management, Applied Mathematics, Budget Management, Dependency Analysis
Skills you'll gain: AutoCAD, Architectural Drawing, Architectural Design, Engineering Drawings, Civil and Architectural Engineering, Computer-Aided Design, Building Design, Technical Drawing, Drafting and Engineering Design, Engineering Plans And Specifications, Architecture and Construction, Structural Engineering, Functional Design, Traffic Flow Optimization, Building Codes, Safety Standards
University of Pennsylvania
Skills you'll gain: Agentic systems, Artificial Intelligence, Algorithms, AI literacy, Python Programming, Responsible AI
Johns Hopkins University
Skills you'll gain: Responsive Web Design, HTML and CSS, Web Design, Bootstrap (Front-End Framework), Web Design and Development, Web Development, Web Applications, Hypertext Markup Language (HTML), Cascading Style Sheets (CSS), Browser Compatibility, User Interface and User Experience (UI/UX) Design, User Experience Design, Requirements Analysis, Requirements Elicitation, Client Services, Javascript
Skills you'll gain: Robotics, Artificial Intelligence, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Convolutional Neural Networks, AI Integrations, Natural Language Processing, Artificial Neural Networks, Reinforcement Learning, Model Training, Machine Learning, Python Programming, Automation, Algorithms
Skills you'll gain: Data Presentation, Dashboard Creation, Business Reporting, Business Intelligence Software, Data Analysis Software
In summary, here are 10 of our most popular applied machine learning courses
- AI Integration in Healthcare:Â University of Colorado System
- Recommender Systems Capstone:Â University of Minnesota
- Write Smarter with Overleaf and LaTeX:Â Fred Hutchinson Cancer Center
- DSA In Python + Top 130 Leetcode Problems for MAANG:Â Packt
- Hospital Outpatient Services and OPD Management:Â EDUCBA
- Budgeting essentials and development: Fundação Instituto de Administração
- Estimación de la lÃnea base de tiempos y costos: Universidad de los Andes
- Design and Optimize Basement Parking Layouts in AutoCAD:Â EDUCBA
- Artificial Intelligence Essentials:Â University of Pennsylvania
- Coding the Static Restaurant Site:Â Johns Hopkins University
