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
Skills you'll gain: ISO/IEC 27001, Auditing, Audit Planning, Security Controls, Cyber Security Policies, Security Management, Information Systems Security, Risk Management, Risk Management Framework, Identity and Access Management, Change Control, Record Keeping, Information Technology
Skills you'll gain: Retrieval-Augmented Generation, Embeddings, Large Language Modeling, Prompt Engineering, Plot (Graphics), Generative AI, Vector Databases, LLM Application, Text Mining, Dimensionality Reduction
The University of Edinburgh
Skills you'll gain: Dignity in Care, Empowerment, Healthcare Ethics, Accountability, Research, Interactive Learning, Social Justice, Diversity Awareness, Health Equity, Patient-centered Care, Law, Regulation, and Compliance
Microsoft
Skills you'll gain: Cloud Deployment, Microsoft Azure, Cloud Management, Application Deployment, Cloud Computing, Cloud Development, Windows PowerShell, Cloud Services, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Resource Management, Command-Line Interface, IT Automation, Scripting, Software Installation, Verification And Validation
Skills you'll gain: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Configuration, Deep Learning, Real Time Data, Model Deployment, Software Installation, Application Deployment
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Vibrations, Mechanics, Engineering Analysis, Linear Algebra, Mechanical Engineering, Physics, Advanced Mathematics, Differential Equations, Calculus, Applied Mathematics, Integral Calculus, Mathematical Modeling, Experimentation
Board Infinity
Skills you'll gain: Software Testing, Test Case, Software Development Life Cycle, Software Quality Assurance, White-Box Testing
University of Illinois Urbana-Champaign
Skills you'll gain: Insurance, Insurance Policies, Risk Management, Risk Management Framework, Asset Protection, Underwriting, Long Term Care, Risk Mitigation, Economics, Loss Prevention, Wealth Management, Disabilities, Financial Services, Risk Analysis, Finance, Financial Planning, Property Management, Human Capital, Property and Real Estate, Behavioral Management
Skills you'll gain: Microsoft Azure, Internet Of Things, Dataflow, Real Time Data, Data Storage, Data Storage Technologies, Query Languages
Skills you'll gain: Lending and Underwriting, Real Estate, Property and Real Estate, Commercial Lending, Financial Statement Analysis, Financial Statements, Project Finance, Income Statement, Credit Risk, Financial Modeling, Commercial Real Estate, Financial Analysis, Real Estate Sales, Cash Flow Forecasting, Profit and Loss (P&L) Management, Loans, Lease Contracts, Cash Flows, Risk Analysis, Cost Estimation
Koç University
Skills you'll gain: Integral Calculus, Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Linear Algebra, Mathematical Modeling, Mathematical Theory & Analysis, Derivatives, Physics, Geometry
Skills you'll gain: Google Gemini, Prompt Engineering Tools, Generative AI Agents, AI powered creativity, AI literacy, Responsible AI, Content Creation, Computer Programming Tools, Large Language Modeling
In summary, here are 10 of our most popular applied machine learning courses
- Mastering ISO 27001 Controls: Implementation and Auditing:Â Packt
- Master Retrieval-Augmented Generation (RAG) Systems:Â Packt
- Human Rights-based Approach to Dignity in Care (DIGNISPACE):Â The University of Edinburgh
- Manage Resources in Azure:Â Microsoft
- Jetson Nano Starter to Pro - A Computer Vision Course:Â Packt
- Mécanique Lagrangienne: École Polytechnique Fédérale de Lausanne
- Essential Testing Techniques in Software Development:Â Board Infinity
- RiskWise.:Â University of Illinois Urbana-Champaign
- Processing IoT Hub data streams with Azure Stream Analytics:Â Coursera
- Real Estate Finance & Credit Analysis:Â EDUCBA
