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.

University of Colorado Boulder
Skills you'll gain: Artificial Intelligence, Generative AI, Decision Intelligence, Machine Learning Algorithms, Mathematical Theory & Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Auditing, Internal Controls, External Auditing, Financial Auditing, Audit Planning, Internal Auditing, Risk Analysis, Fraud detection, Business Strategies, Verification And Validation, Business Risk Management, Business Strategy, Risk Management, Probability & Statistics
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Computer Science
Beginner · Guided Project · Less Than 2 Hours

DeepLearning.AI
Skills you'll gain: Technical Management, Decision Intelligence, AI Product Strategy, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Debugging, Deep Learning, Machine Learning, Model Evaluation, Model Optimization, Test Data
Beginner · Course · 1 - 4 Weeks

Imperial College London
Skills you'll gain: Epidemiology, Public Health, Public Health and Disease Prevention, Infectious Diseases, Community Health, Infection Control, Economics, Policy, and Social Studies, Community Outreach, Health Systems, Socioeconomics, Health Policy, Clinical Practices, Diagnostic Tests, General Medicine, Microbiology, Media and Communications, Molecular Biology
Beginner · Course · 1 - 3 Months

University of Colorado System
Skills you'll gain: Medical History Documentation, Child Health, Childbirth, Airway Management, Pediatric First Aid, Neonatal Intensive Care Unit, Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Maternal Health, Emergency Medical Services, Emergency Medicine, Hazard Communication (HazCom), Pediatrics, Postpartum Care, Patient Transport, Respiratory Care, Prenatal Care, Obstetrics And Gynecology, Patient Evaluation, Patient Transfer Equipment, Environment Health And Safety
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Mapping, Six Sigma Methodology, Quality Improvement, Process Improvement and Optimization, Quality Management, Process Analysis, Process Improvement, Data-Driven Decision-Making, Continuous Quality Improvement (CQI), Process Optimization, Performance Improvement, Continuous Improvement Process, Quality Control, Team Oriented, Statistical Process Controls, Team Building, Pareto Chart, Statistics, Customer experience improvement, Statistical Methods
Mixed · Course · 1 - 4 Weeks

Wesleyan University
Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Methods, Statistical Analysis, Statistical Modeling, Data Analysis, Analysis, SAS (Software), Statistical Programming, Statistical Software, Predictive Modeling, Model Evaluation, Python Programming
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Verbal Communication Skills, Communication, Interpersonal Communications, Professional Networking, Cultural Sensitivity, Intercultural Competence, Social Skills, Business Communication, Cultural Diversity, Non-Verbal Communication, Diversity Awareness, Professionalism, Rapport Building, Follow Through, Relationship Building, Professional Development, Digital Communications, Executive Presence
Mixed · Course · 1 - 3 Months

Rice University
Skills you'll gain: Childbirth, Child Health, Pulmonology, Maternal Health, Obstetrics And Gynecology, Respiration, Respiratory Therapy, Anatomy, Urology, Cardiology, Urinalysis, Respiratory Care, Immunology, Hematology, Hemodynamics, Nephrology, Capillary, Physiology, Medical Terminology, Lifelong Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Apache Mahout, NoSQL, Big Data, Apache Hive, Data Pipelines, Databases, Applied Machine Learning, Real Time Data, Database Theory, Scalability, Distributed Computing, Database Architecture and Administration, Model Evaluation, Machine Learning Algorithms, Transaction Processing, Machine Learning, Classification Algorithms
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Regression Analysis, Data Science, Statistical Machine Learning, Data-Driven Decision-Making, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, R (Software), Data Analysis
Beginner · Guided Project · Less Than 2 Hours