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
Universidad de los Andes
Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Time Series Analysis and Forecasting, Looker (Software), Data Visualization, Financial Forecasting, Forecasting, Marketing Analytics, Advertising, Applied Machine Learning, Operations Research, Model Deployment, Natural Language Processing, Statistical Machine Learning, Statistical Analysis, Mathematical Modeling
Status: Hands-On ProjectsBall State University
Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, Unsupervised Learning, Database Management Systems, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Statistical Programming, Natural Language Processing
Northeastern University
Skills you'll gain: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics
Coursera
University of Illinois at Urbana-Champaign
Status: Hands-On ProjectsClemson University
Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors
University of Colorado Boulder
Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Electronic Systems, Systems Design, Technical Design, Electronics, Electrical Engineering, USB, Electronic Components, Electrical Systems, Materials science, electromagnetics, Electronics Engineering, Electric Power Systems, Electronic Hardware, Performance Tuning, Image Quality
In summary, here are 7 of our most popular applied machine learning courses
- Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
- Master of Science in Data Science: Ball State University
- Master of Science in Information Systems: Northeastern University
- Setup Python Geo Stack: Coursera
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
- Master of Science in Computer Science: Clemson University
- Semiconductor Photonics Graduate Certificate: University of Colorado Boulder
