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
Tecnológico de Monterrey
Skills you'll gain: Patient-centered Care, Patient Safety, Clinical Leadership, Care Coordination, Health Education, Continuous Quality Improvement (CQI), Patient Communication, Collaboration, Professional Development, Lifelong Learning, Teamwork, Communication Strategies
Arizona State University
Skills you'll gain: Program Implementation, Plan Execution, Business Planning, Sustainability Reporting, Contract Management, Policy Development, Annual Reports, Vendor Contracts, Goal Setting, Corporate Sustainability, Sustainable Business, Strategic Partnership, Interactive Learning, Project Planning, Peer Review, Report Writing, Business Reporting, Communication
Skills you'll gain: Stakeholder Engagement, Business Analysis, Business Intelligence, Business Process, Business Planning, Stakeholder Analysis, Business Process Management, Requirements Elicitation, Analysis, Information Technology, Agile Methodology, Planning, Governance, Information Management, Adaptability
Skills you'll gain: C++ (Programming Language), Data Structures, Interactive Design, Program Development, Object Oriented Programming (OOP), Computer Programming, Java Programming, Software Development, Computational Logic, Computer Science
Universidad Nacional Autónoma de México
Skills you'll gain: Instructional Design, Social Skills, Training Programs, Personal Development, Emotional Intelligence, Program Evaluation, Empathy, Self-Awareness, Case Studies, Adaptability
Skills you'll gain: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis
Google Cloud
Skills you'll gain: LLM Application, Google Cloud Platform, Large Language Modeling, Prompt Engineering, SQL, Machine Learning
Amazon Web Services
Skills you'll gain: AI Security, Responsible AI, Data Governance, Cloud Security, Amazon Web Services, Cyber Governance, Information Systems Security, Security Controls
Johns Hopkins University
Skills you'll gain: Algebra, Graphing, Applied Mathematics, Mathematical Modeling, Trigonometry, Probability, Advanced Mathematics, Data Analysis, Logical Reasoning, General Mathematics, Probability Distribution, Mathematical Theory & Analysis, Descriptive Statistics, Arithmetic, Statistics, Engineering Calculations, Calculus, Visualization (Computer Graphics), Geometry, Analytical Skills
University of California San Diego
Skills you'll gain: Version Control, Integrated Development Environments, GitHub, Git (Version Control System), Internet Of Things, Software Development Tools, Embedded Systems, Prototyping, Linux, Operating Systems, Peripheral Devices, Command-Line Interface, Computer Hardware
University of Colorado System
Skills you'll gain: Estimation, Applied Mathematics, Numerical Analysis, Mathematical Modeling, Control Systems, Mathematical Software, Simulation and Simulation Software, Model Evaluation, Derivatives, Calculus, Computer Programming Tools
University of Washington
Skills you'll gain: Model Evaluation, Regression Analysis, Supervised Learning, Predictive Modeling, Statistical Modeling, Statistical Methods, Machine Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Feature Engineering, Linear Algebra, NumPy, Algorithms
In summary, here are 10 of our most popular applied machine learning courses
- Calidad en la atención clínica: Tecnológico de Monterrey
- Foundational Sustainability Skills & Competencies: Arizona State University
- Business Analysis Mastery: Planning, Skills, and Perspective: Starweaver
- Introduction to C++ Programming: Create a Tic-Tac-Toe Game: Coursera
- Promoción de Habilidades Socioemocionales: Universidad Nacional Autónoma de México
- Agentic AI Development & Security: Coursera
- Summarize Text using SQL and LLMs in BigQuery ML: Google Cloud
- Security, Compliance, and Governance for AI Solutions: Amazon Web Services
- Honors Algebra 2: Johns Hopkins University
- Internet of Things V2: DragonBoard™ bring up and community ecosystem: University of California San Diego
