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
Microsoft
Skills you'll gain: Responsible AI, Containerization, Scalability, Docker (Software), AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, AI Integrations, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Generative AI Agents, Enterprise Architecture, Microsoft Azure, Agentic Workflows, AI Security, Enterprise Security
Howard University
Skills you'll gain: Regression Analysis, Predictive Modeling, Mathematical Modeling, Predictive Analytics, Statistical Modeling, Statistical Methods, Applied Mathematics, Logistic Regression, Linear Algebra, Small Data, Model Evaluation, Statistical Programming
Universidades Anáhuac
Skills you'll gain: AI Enablement, Data-Driven Decision-Making, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Generative AI Agents, Customer Analysis, Business Analytics, AI Product Strategy, Decision Support Systems, AI literacy, Agentic Workflows, AI Personalization, Classification And Regression Tree (CART), Agentic systems, Predictive Modeling, Image Analysis, Machine Learning Methods, Machine Learning, Decision Tree Learning, Big Data
Skills you'll gain: Code Reusability
Board Infinity
Skills you'll gain: Cloud Computing, Cloud Platforms, Cloud Deployment, Cloud Services, Manufacturing Operations, Cybersecurity, Manufacturing Processes, Manufacturing and Production, Augmented and Virtual Reality (AR/VR), Blockchain, Cyber Attacks, Production Process, Emerging Technologies, Information Systems Security, Industrial Engineering, Augmented Reality, Virtual Environment, Artificial Intelligence and Machine Learning (AI/ML), Virtual Reality, Artificial Intelligence
Johns Hopkins University
Skills you'll gain: Agile Software Development, Stakeholder Analysis, Healthcare Project Management, Agile Methodology, Health Technology, Wireframing, Human Centered Design, Agile Project Management, Agile Product Development, Health Systems, Healthcare Industry Knowledge, Scalability, Software Development Methodologies, Product Design, Design Thinking, Product Planning, Stakeholder Management, Prototyping, Stakeholder Engagement, Health Care
AI CERTs
Skills you'll gain: Anomaly Detection, Forecasting, Business Intelligence, Business Reporting, Operational Analysis, Operational Efficiency, Business Analytics, Data Preprocessing, Predictive Analytics, Financial Forecasting, Information Privacy, Data Collection
Skills you'll gain: Employee Surveys, Employee Engagement, User Feedback, Performance Measurement, Microsoft 365, Performance Analysis, Business Research, Customer experience improvement, Customer Insights, Analysis, Customer Analysis, Market Research, User Research, Business Strategy
University of Colorado Boulder
Skills you'll gain: Journalism, Music, Culture, Media and Communications, Liberal Arts, Storytelling, Creativity, Music History, Visual Storytelling, Ancient History, Social Studies, World History, Cinematography, Scientific Visualization, Science and Research, Videography, Writing
The State University of New York
Skills you'll gain: Calendar Management, People Analytics, Performance Analysis, Analytics, Data-Driven Decision-Making, Scheduling, Labor Relations, Workforce Management, Staff Management, Team Performance Management, Linear Algebra, Data Management, Administration, Contract Management, Team Management, Unsupervised Learning, R (Software), R Programming, Statistical Programming, Operations Management
University of Colorado Boulder
Skills you'll gain: Robotics, Graph Theory, Algorithms, Data Structures, Python Programming
Skills you'll gain: Retrieval-Augmented Generation, Generative Model Architectures, Generative AI, LangChain, Software Design Patterns, Vector Databases, LLM Application, Embeddings, Large Language Modeling, AI Workflows, Model Evaluation, Performance Tuning
In summary, here are 10 of our most popular applied machine learning courses
- Building multi-agent systems:Â Microsoft
- Building Regression Models with Linear Algebra:Â Howard University
- Mejora tu negocio con Inteligencia Artificial: Universidades Anáhuac
- Apply Modern Java Features for Clean and Efficient Code:Â EDUCBA
- Key Industry 4.0 Technologies in Manufacturing - 2:Â Board Infinity
- Technology and Product Planning:Â Johns Hopkins University
- AI For Data Analysts:Â AI CERTs
- Improve Business Performance with Microsoft Forms:Â Coursera
- Space is Everywhere:Â University of Colorado Boulder
- Player Evaluation, Team Performance and Roster Management:Â The State University of New York
