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
Status: PreviewÉcole Polytechnique Fédérale de Lausanne
Skills you'll gain: Numerical Analysis, Engineering Analysis, Engineering Calculations, Differential Equations, Matlab, Applied Mathematics, Calculus, Linear Algebra, Mathematical Modeling, Integral Calculus, Mathematical Theory & Analysis, Advanced Mathematics, Estimation, Algorithms, Derivatives
Status: Free TrialSkills you'll gain: Data Storytelling, Data Visualization, Exploratory Data Analysis, Data Visualization Software, Data Manipulation, Data Ethics, Tableau Software, Data Analysis, Pandas (Python Package), Data Cleansing, Data Preprocessing, Data Validation, Technical Communication, Data Transformation, Python Programming
Status: PreviewUniversity of Michigan
Skills you'll gain: Data Ethics, Informed Consent, Information Privacy, Personally Identifiable Information, Data Security, Data Governance, Ethical Standards And Conduct, Big Data, Responsible AI, Intellectual Property, Data Analysis, Social Studies, Sampling (Statistics)
Status: Free TrialAmerican Psychological Association
Skills you'll gain: Substance Abuse, Mental Health Diseases and Disorders, Clinical Psychology, Mental and Behavioral Health, Psychiatry, Psychological Evaluations, Mental Health, Cognitive Behavioral Therapy, Patient Evaluation, Diagnostic Tests, Behavioral Health, Psychotherapy, Psychiatric Assessments, Cultural Diversity, Epidemiology, Pharmacology, Neurology, Demography, Psychology, Pharmacotherapy
Status: Free TrialUniversity of California San Diego
Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), SQL, PostgreSQL
Status: Free TrialGoogle Cloud
Skills you'll gain: Responsible AI, AI Security, Cloud Security, Generative AI, Data Ethics, Application Security, Secure Coding, Information Privacy, Google Cloud Platform, Artificial Intelligence, Data Security, Information Systems Security, Applied Machine Learning, Security Awareness, Data Integrity, Machine Learning, Model Evaluation, Data Visualization Software, Open Source Technology, Encryption
Status: PreviewUNSW Sydney (The University of New South Wales)
Skills you'll gain: Systems Engineering, Conceptual Design, Systems Design, Requirements Analysis, Systems Development Life Cycle, Requirements Elicitation, Systems Architecture, Systems Integration, Engineering Design Process, System Design and Implementation, Concept Of Operations, Configuration Management, Prototyping, System Requirements, Design Reviews, Verification And Validation
Status: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Statistical Modeling, R Programming, Data Analysis, Data Ethics, Statistical Methods, Regression Analysis, Predictive Modeling, Mathematical Modeling, Machine Learning, Logistic Regression, Statistical Inference, Model Evaluation, Probability Distribution, Linear Algebra, Calculus
Status: Free TrialUniversity of Colorado System
Skills you'll gain: Individualized Education Programs (IEP), Special Education, School Psychology, Case Studies, Empathy & Emotional Intelligence, School Counseling, Community Mental Health Services, Student Support and Services, Social and Human Services, Mental Health, Preventative Care, Health Promotion, Behavior Management, Positive Behavior Support, Crisis Intervention
Status: PreviewDuke 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
Status: PreviewUniversity of Minnesota
Skills you'll gain: Child Welfare, Research, Research Methodologies, Family Support, Working With Children, Trauma Care, Child Development, Social Sciences, Human Development, Cultural Diversity, Culture, Case Studies
Skills you'll gain: Sprint Planning, Scrum (Software Development), Azure DevOps, Backlogs, Kanban Principles, Agile Software Development, Project Management, DevOps
In summary, here are 10 of our most popular applied machine learning courses
- Analyse numérique pour ingénieurs: École Polytechnique Fédérale de Lausanne
- Go Beyond the Numbers: Translate Data into Insights: Google
- Data Science Ethics: University of Michigan
- Psychology of Anxiety, Mood, Substance Use, and Addictive Behaviors: American Psychological Association
- Big Data Integration and Processing: University of California San Diego
- Geliştiriciler İçin Sorumlu Yapay Zeka: Google Cloud
- Introduction to Systems Engineering: UNSW Sydney (The University of New South Wales)
- Generalized Linear Models and Nonparametric Regression: University of Colorado Boulder
- Providing Social, Emotional, Behavioral, and Special Education Services in School: University of Colorado System
- Beginning Llamafile for Local Large Language Models (LLMs): Duke University
