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
Interplay Learning
Skills you'll gain: HVAC, Electrical Systems, Electronic Components, Electrical Power, Thermal Management, Facility Repair And Maintenance, Property Maintenance, Design Specifications, Hardware Troubleshooting, Electronic Hardware, Maintenance, Repair, and Facility Services, Facility Management and Maintenance, Mechanical Design
Johns Hopkins University
Skills you'll gain: Image Analysis, Event-Driven Programming, Scalability, Dataflow, Digital Signal Processing, Distributed Computing, C++ (Programming Language), Program Development, Performance Tuning, Memory Management, Algorithms
University of Colorado System
Skills you'll gain: Public Key Infrastructure, Key Management, Cryptography, Cryptographic Protocols, Encryption, Authentications, Algorithms
Universidad de los Andes
Skills you'll gain: Digital pedagogy, Education Software and Technology, Learning Management Systems, digital literacy, User Centered Design, Requirements Analysis, Quality Assurance, Virtual Environment
University of Colorado Boulder
Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Statistical Inference, Machine Learning Methods, Statistics, Model Optimization, Applied Mathematics
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Integral Calculus, Applied Mathematics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Differential Equations, Mathematics and Mathematical Modeling, Mathematical Modeling, Advanced Mathematics, Machine Learning
University of Glasgow
Skills you'll gain: Responsible AI, Data Ethics, Healthcare Industry Knowledge, Predictive Modeling, Healthcare Ethics, Generative AI, Prompt Engineering, Dental Informatics, Health Technology, Artificial Intelligence, Deep Learning, Clinical Informatics, Artificial Neural Networks, Health Informatics, Medical Imaging, Augmented and Virtual Reality (AR/VR), Radiology
Skills you'll gain: WordPress, Order Processing, Order Management, Payment Processing, Content Management Systems, E-Commerce, Payment Systems, Merchant Services, Web Content, Software Installation, Shipping and Receiving, Sales Tax, Email Automation, System Configuration
Universitat Politècnica de València
Skills you'll gain: Linear Algebra, Algebra, Geometry, General Mathematics, Applied Mathematics
Skills you'll gain: AI Personalization, Anomaly Detection, Microsoft Azure, Computer Vision, Image Analysis, Artificial Intelligence, Natural Language Processing, Cloud API, Application Programming Interface (API), Model Training, Analysis, Web Services
Skills you'll gain: Agentic Workflows, Technical Communication, AI Enablement, Model Deployment, AI Workflows, Generative AI Agents, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Intelligence, AI Orchestration, Agentic systems, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
Skills you'll gain: SAS (Software), Descriptive Statistics, Market Data, Financial Data, Risk Modeling, Risking, Regression Analysis, Descriptive Analytics, Statistical Methods, Statistical Hypothesis Testing, Correlation Analysis, Statistical Modeling, Statistical Reporting, Data Analysis Software, Statistical Programming, Statistical Analysis, Quantitative Research, Financial Market, Time Series Analysis and Forecasting, Statistical Software
In summary, here are 10 of our most popular applied machine learning courses
- HVAC Cooling Components:Â Interplay Learning
- CUDA at Scale for the Enterprise:Â Johns Hopkins University
- Asymmetric Cryptography and Key Management:Â University of Colorado System
- Diseño de instrucción por enfoque de Grandes Ideas: Universidad de los Andes
- Resampling, Selection and Splines:Â University of Colorado Boulder
- Math for AI Beginner Part 2 : Vector Calulus:Â Korea Advanced Institute of Science and Technology(KAIST)
- Generative AI for Healthcare Students and Professionals:Â University of Glasgow
- Build and Configure an Ecommerce Website Using WordPress:Â EDUCBA
- Basic Math: Algebra: Universitat Politècnica de València
- Azure Practical - Cognitive Services:Â EDUCBA
