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
Imperial College London
Skills you'll gain: Health Technology, Telehealth, Health Disparities, Health Informatics, Health Care, Health Systems, Electronic Medical Record, digital literacy, Interoperability, Public Health, Epidemiology, Big Data, Artificial Intelligence and Machine Learning (AI/ML)
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Derivatives, Financial Market, Risk Management, Investments, Financial Modeling, Market Data, Portfolio Management, Mathematical Modeling, Finance, Probability, Statistical Modeling, Estimation, Applied Mathematics
Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
The Museum of Modern Art
Skills you'll gain: Literacy, Teaching, Liberal Arts, Instructing, Emotional Intelligence, Creativity, Instructional Strategies, Art History, Student Engagement, Classroom Management, Self-Awareness, Curriculum Planning, Lesson Planning, Research, Learning Styles, Empathy, Social Studies
Nanjing University
Skills you'll gain: Music, Classical Music, World Music, Social Studies, Cultural Sensitivity, Ancient History, Media and Communications, Art History, Language Learning, Cultural Diversity, Liberal Arts, Social Sciences, Electronic Media, Intercultural Competence, Performing Arts, Anthropology, Sociology, Nutrition and Diet
Skills you'll gain: Prompt Engineering, Microsoft Copilot, Regulation and Legal Compliance, Data Ethics, Generative AI, Responsible AI, Data Governance, Microsoft 365, Sales Enablement, Marketing Automation, Customer experience improvement, Business Process Automation, Compliance Management, AI Security, Customer Service, Information Privacy, Microsoft Office, Microsoft Azure, Artificial Intelligence and Machine Learning (AI/ML), Critical Thinking
University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, Data Infrastructure, Data Processing, Distributed Computing, Performance Tuning, Scalability, Data Storage, Python Programming
University of California San Diego
Skills you'll gain: Combinatorics, Probability, Probability Distribution, Algorithms, Bayesian Statistics, Mathematical Modeling, Statistics, Arithmetic, Python Programming, Simulations
University of Pittsburgh
Skills you'll gain: Laboratory Testing, Diagnostic Tests, Medical Terminology, Vital Signs, Clinical Practices, Clinical Experience, Patient Communication, Hospital Medicine, Patient Safety, Medication Administration, Intravenous Therapy, Anatomy, English Language
Edureka
Skills you'll gain: Data Transformation, Machine Learning Methods
Michigan State University
Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review
Skills you'll gain: Web Services, Email Automation, Scripting, Automation, Python Programming, Restful API, Application Programming Interface (API), JSON, System Monitoring, Image Analysis, Debugging
In summary, here are 10 of our most popular applied machine learning courses
- Introduction to Digital health:Â Imperial College London
- Interest Rate Models: École Polytechnique Fédérale de Lausanne
- Principal Component Analysis with NumPy:Â Coursera
- Art & Inquiry: Museum Teaching Strategies For Your Classroom:Â The Museum of Modern Art
- Chinese Culture and Contemporary China :Â Nanjing University
- Microsoft Copilot: Your Everyday AI Companion:Â Microsoft
- Hadoop Platform and Application Framework:Â University of California San Diego
- Combinatorics and Probability:Â University of California San Diego
- Clinical Terminology for International and U.S. Students:Â University of Pittsburgh
- Advanced Microsoft Power BI:Â Edureka
