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
University of Colorado Boulder
Skills you'll gain: Artificial Intelligence, Computational Thinking, Human Learning, Theoretical Computer Science, Human Machine Interfaces, Psychology, Computer Science, Algorithms
University of Glasgow
Skills you'll gain: Large Language Modeling, ChatGPT, LLM Application, OpenAI, Generative AI, Natural Language Processing, Model Evaluation, Responsible AI, Data Ethics, Deep Learning, Artificial Neural Networks, Artificial Intelligence
Erasmus University Rotterdam
Skills you'll gain: Qualitative Research, Research Design, Report Writing, Research, Research Methodologies, Social Sciences, Data Analysis Software, Case Studies
Skills you'll gain: Cybersecurity, Cloud Computing, Network Monitoring, Command-Line Interface, Cloud Services, General Networking, Linux, Windows PowerShell, Virtual Machines
Universidad de Chile
Skills you'll gain: Adult Education, Lifelong Learning, Professional Development, Instructional Design, Educational Materials, Higher Education, Communication, Planning, Learning Strategies
American Psychological Association
Skills you'll gain: Stress Management, Resilience, Writing, Literacy, Editing, Mental Health, Mindfulness, Learning Strategies, Human Learning, Mental Concentration, Proofreading, Physiology, Productivity, Psychology, Self-Awareness, Emotional Intelligence, Time Management, Cognitive Behavioral Therapy, Critical Thinking, Scientific Methods
University of Minnesota
Skills you'll gain: Spreadsheet Software, Applied Machine Learning, Exploratory Data Analysis, Analysis, System Design and Implementation, Solution Design, Model Evaluation, Machine Learning Algorithms, Algorithms, Business Metrics
Universidad Nacional Autónoma de México
Skills you'll gain: Healthcare Ethics, Ethical Standards And Conduct, Clinical Research Ethics, Informed Consent, Health Care Procedure and Regulation, Patient Advocacy, Conflict Management, Medical Practices and Procedures, Law, Regulation, and Compliance, Legal Research, Medical Privacy, Patient-centered Care, Self-Awareness, Lifelong Learning
University of Washington
Skills you'll gain: Big Data, Relational Databases, Database Systems, Dataflow, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Query Languages, Cloud Computing, Scalability, Graph Theory, Python Programming, Algorithms
University of Michigan
Skills you'll gain: Data Ethics, Policy Analysis, Case Studies, Political Sciences, Data Analysis, Responsible AI, Public Policies, Analytics, Model Evaluation, Data Presentation, Data-Driven Decision-Making, Ethical Standards And Conduct, R Programming, Machine Learning
University of California San Diego
Skills you'll gain: Bioinformatics, Molecular Biology, Microbiology, Infectious Diseases, Biotechnology, Computational Thinking, Algorithms, Python Programming
Skills you'll gain: Goal Setting, Budgeting, Tax, Financial Planning, Cash Flow Forecasting, Financial Analysis, Credit Risk, Expense Management, Asset Management, Decision Making, Self-Awareness
In summary, here are 10 of our most popular applied machine learning courses
- What is “the mind” and what is artificial intelligence?: University of Colorado Boulder
- Generative Pre-trained Transformers (GPT): University of Glasgow
- Qualitative Comparative Analysis (QCA): Erasmus University Rotterdam
- Introduction to Cybersecurity Foundations: Infosec
- Docencia para la capacitación laboral y el aprendizaje a lo largo de la vida.: Universidad de Chile
- Student Success: American Psychological Association
- Recommender Systems Capstone: University of Minnesota
- La solución del conflicto ético: Universidad Nacional Autónoma de México
- Data Manipulation at Scale: Systems and Algorithms: University of Washington
- Politics and Ethics of Data Analytics in the Public Sector: University of Michigan
