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: Regression Analysis, Microsoft Excel, Statistical Hypothesis Testing, Business Analytics, Data-Driven Decision-Making, Data Visualization, Business Analysis, Statistical Analysis, Analytics, Data Analysis, Correlation Analysis, Case Studies, Probability & Statistics, Variance Analysis, Forecasting, Data Manipulation
Banco Interamericano de Desarrollo
Skills you'll gain: Climate Change Mitigation, Water Resources, Environment, Climate Change Adaptation, Energy and Utilities, Hydrology, Sustainable Development, Interactive Learning, Environmental Issue, Health Education, Land Management, Environmental Science, Community Development, Teaching, Education and Training, Student Engagement, Instructional Strategies, Nutrition and Diet, Storytelling, Systems Thinking
University of Colorado Boulder
Skills you'll gain: Vibrations, Control Systems, Mechanics, Torque (Physics), Engineering Analysis, Finite Element Methods, Mechanical Engineering, Simulations, Angular, Engineering Calculations, Differential Equations, Mathematical Modeling, Applied Mathematics, Simulation and Simulation Software, Linear Algebra, Calculus
University of Pennsylvania
Skills you'll gain: Probability, Probability & Statistics, Sampling (Statistics), Probability Distribution, Statistics, Data Science, Statistical Inference, Descriptive Statistics, Statistical Analysis, General Mathematics
Skills you'll gain: MLOps (Machine Learning Operations), Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Predictive Modeling, Scenario Testing, Machine Learning Algorithms, Responsible AI, Regression Analysis, Classification And Regression Tree (CART), Case Studies, Continuous Monitoring, Performance Metric
The State University of New York
Skills you'll gain: Business Strategy, Training and Development, Lifelong Learning, Strategic Decision-Making, Professional Development, Personal Development, Performance Measurement, Self-Awareness, Benchmarking, Organizational Skills, Portfolio Management, Gap Analysis, Goal Setting
Johns Hopkins University
Skills you'll gain: Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Organizational Leadership, Leadership Development, Team Performance Management, Team Leadership, Team Motivation, Leadership and Management, Business Leadership, Leadership, Professional Development, Peer Review, Self-Awareness, Emotional Intelligence, Goal-Oriented, Adaptability
University of Colorado System
Skills you'll gain: Security Requirements Analysis, Requirements Analysis, Risk Management Framework, Risking, User Requirements Documents, Scalability, Verification And Validation, Software Visualization, Safety and Security
Skills you'll gain: Prompt Engineering, LLM Application, Model Deployment, Responsible AI, Application Deployment, Application Development, Hugging Face, Data Ethics, Generative AI, AI Security, Application Security, Continuous Monitoring
Skills you'll gain: Computer Programming, Programming Principles, Data Import/Export, Data Structures, Integrated Development Environments, Python Programming, Computer Science
Duke University
Skills you'll gain: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Machine Learning
Skills you'll gain: Video Production, Storytelling, Video Editing, Content Creation, Animations, Generative AI, Editing
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Quantitative Statistics with Excel: Coursera
- Educación sobre el cambio climático: Banco Interamericano de Desarrollo
- Advanced Spacecraft Dynamics and Control: University of Colorado Boulder
- Statistics for Data Science Essentials: University of Pennsylvania
- Learn to Choose the Right ML Model: Coursera
- تطوير تميزك المهني والتدريب الذاتي: The State University of New York
- Foundations of Leadership: Johns Hopkins University
- Software Requirements Prioritization: Risk Analysis: University of Colorado System
- Building Production-Ready Apps with Large Language Models: Coursera
- Python Basic Structures: Lists, Strings, and Files: Codio
