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 California, Irvine
Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaborative Software, Digital pedagogy, Teaching, Augmented Reality, Game Design, Virtual Environment, Emerging Technologies, Information Privacy, Social Media
Illinois Tech
Skills you'll gain: Health Informatics, Clinical Informatics, Technology Roadmaps, Patient Flow, Public Health, Health Systems, Innovation, Health Care, Healthcare Project Management, Systems Integration, Data Analysis, Health Policy, Medical Terminology, Emerging Technologies, Data Management, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Regulatory Compliance, Natural Language Processing
DeepLearning.AI
Skills you'll gain: ChatGPT, OpenAI API, LLM Application, Large Language Modeling, Prompt Engineering, AI Workflows, Jupyter
University of London
Skills you'll gain: Immigration Law, Case Studies, International Relations, World History, Social Justice, Socioeconomics, Cultural Sensitivity, Demography, Policy Analysis, Social Sciences
National Taiwan University
Skills you'll gain: Child Development, Research Methodologies, Research Design, Research, Human Development, Learning Theory, Human Learning, Data Collection, Psychology, Ethical Standards And Conduct
University of California San Diego
Skills you'll gain: Session Initiation Protocols, Android Studio, Android Development, Internet Of Things, Communication Systems, Network Protocols, Telecommunications, Wireless Networks, Mobile Development, Application Development, Embedded Systems, Open Source Technology
Amazon Web Services
Skills you'll gain: Responsible AI, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, AI Enablement, AI Security, Applied Machine Learning, Prompt Engineering, Large Language Modeling, Model Deployment, Machine Learning, Data Governance
Google Cloud
Skills you'll gain: Generative AI Agents, Retrieval-Augmented Generation, Prompt Engineering, Generative AI, AI Enablement, AI Workflows, Google Cloud Platform, Tool Calling, Customer experience improvement, Organizational Strategy, Innovation, Solution Design
Wesleyan University
Skills you'll gain: Descriptive Statistics, Data Manipulation, Data Presentation, Data Management, Data Literacy, Graphing, SAS (Software), Peer Review, Data Analysis, Statistics, Research Reports, Exploratory Data Analysis, Python Programming
Dartmouth College
Skills you'll gain: Strategic Leadership, Business Leadership, Leadership, Organizational Leadership, Leadership Development, Strategic Decision-Making, Culture Transformation, Accountability, Strategic Thinking, Organizational Change, Business Strategy, Compensation Management, Change Management, Company, Product, and Service Knowledge, Industrial and Organizational Psychology, Case Studies
Johns Hopkins University
Skills you'll gain: Health Informatics, Health Care, Medical Records, Health Information Management, Clinical Informatics, Electronic Medical Record System, Databases, Data Analysis, Data Quality, Interoperability, Big Data, Query Languages, Data Science
University of Colorado Boulder
Skills you'll gain: Data Presentation, Technical Communication, Statistical Reporting, Data Storytelling, Data Science, Data Analysis, Data Visualization, Data Ethics, Data-Driven Decision-Making, Exploratory Data Analysis, Applied Mathematics, Statistics, Computer Science
In summary, here are 10 of our most popular applied machine learning courses
- Emerging Trends & Technologies in the Virtual K-12 Classroom: University of California, Irvine
- Digital Healthcare Informatics and AI: Illinois Tech
- Building Systems with the ChatGPT API: DeepLearning.AI
- Refugees in the 21st Century: University of London
- 發展心理學：哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology): National Taiwan University
- Internet of Things: Communication Technologies: University of California San Diego
- AWS Artificial Intelligence Practitioner: Amazon Web Services
- Gen AI Agents: Transform Your Organization: Google Cloud
- Data Management and Visualization: Wesleyan University
- Why Smart Executives Fail: Common Mistakes & Warning Signs: Dartmouth College
