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
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Big Data, Cybersecurity, Pedagogy, Data Security, Cryptography, Information Privacy, Encryption, Responsible AI, AI Personalization, Computer Science, Information Technology, Web Applications, Web Servers, Machine Learning, Supervised Learning
Status: Free TrialUniversity of Michigan
Skills you'll gain: Sports Medicine, Injury Prevention, Athletic Training, Physiology, Analytics, Physical Stamina, Data Analysis, Advanced Analytics, Medical Equipment and Technology, Vital Signs, Health Technology, Python Programming, Machine Learning, Data Collection
Status: PreviewNational Taiwan University
Skills you'll gain: Statistical Visualization, Matplotlib, Web Scraping, Business Logic, Machine Learning, Business Analytics, Python Programming, Programming Principles, Business Economics, User Interface (UI) Design, Computational Thinking, Object Oriented Programming (OOP), Data Analysis
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: Model Evaluation, Unsupervised Learning, Analysis, Regression Analysis, Statistical Analysis, Data Mining, Predictive Analytics, Anomaly Detection, Fraud detection, Machine Learning, Correlation Analysis, Probability & Statistics, Scatter Plots, Market Analysis, Classification Algorithms, Collaborative Software
Status: Free TrialKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: electromagnetics, Electrical Engineering, Materials science, Engineering Analysis, Applied Mathematics, Scientific Visualization, Visualization (Computer Graphics), Engineering Calculations, Differential Equations, Physics, Energy and Utilities, Mathematical Modeling, Calculus
Status: PreviewJohns Hopkins University
Skills you'll gain: Gerontology, Long Term Care, Caregiving, Geriatrics, Home Health Care and Assisted Living, Social Determinants Of Health, Community Development, Care Management, Patient-centered Care, Stress Management, Health Policy, Mental and Behavioral Health
Status: PreviewGeorgia Institute of Technology
Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Vibrations, Engineering, Physics, Calculus, Mathematical Modeling
Status: FreeÉcole normale supérieure
Skills you'll gain: Sampling (Statistics), Physics, Simulations, Computational Logic, Numerical Analysis, Markov Model, Quantitative Research, Algorithms, Applied Mathematics, Linear Algebra, Integral Calculus
Status: Free TrialNational Taiwan University
Skills you'll gain: Operations Research, Linear Algebra, Numerical Analysis, Applied Mathematics, Algorithms, Process Optimization, Engineering Calculations, Program Implementation, Computational Thinking, Operational Analysis, Mathematical Modeling, Resource Allocation, Decision Making, Facility Management, Calculus, Business Analytics
Status: FreeAmazon Web Services
Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Strategic Thinking, Machine Learning Methods
Skills you'll gain: AI Product Strategy, Digital Transformation, Business Strategy, Google Cloud Platform, Technology Strategies, Amazon Bedrock, Artificial Intelligence, Responsible AI, Return On Investment, Organizational Leadership, ChatGPT, Generative AI, Emerging Technologies, Risk Management, Machine Learning
Status: Free TrialUniversity of Toronto
Skills you'll gain: Swift Programming, iOS Development, Apple iOS, Apple Xcode, Mobile Development, Objective-C (Programming Language), Object Oriented Programming (OOP), Programming Principles, Integrated Development Environments, Image Analysis, Computer Programming
In summary, here are 10 of our most popular applied machine learning courses
- Teaching Impacts of Technology: Data Collection, Use, and Privacy: University of California San Diego
- Wearable Technologies and Sports Analytics: University of Michigan
- 用 Python 做商管程式設計（三）(Programming for Business Computing in Python (3)): National Taiwan University
- Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
- Electrodynamics: Analysis of Electric Fields: Korea Advanced Institute of Science and Technology(KAIST)
- Living with Dementia: Impact on Individuals, Caregivers, Communities and Societies: Johns Hopkins University
- Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion: Georgia Institute of Technology
- Statistical Mechanics: Algorithms and Computations: École normale supérieure
- Operations Research (2): Optimization Algorithms: National Taiwan University
- Introduction to Generative AI - Art of the Possible: Amazon Web Services
