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
Skills you'll gain: Alteryx, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Preprocessing, Data Integration, Data Transformation, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software, Excel Formulas
University of California, Davis
Skills you'll gain: Digital Transformation, Machine Learning, Artificial Intelligence, Technology Strategies, Business Ethics, Emerging Technologies, Sociology, Social Sciences, Social Impact, Business Technologies, Blockchain, Innovation
Fred Hutchinson Cancer Center
Skills you'll gain: Policy Development, Data Ethics, Responsible AI, Stakeholder Engagement, Intellectual Property, Compliance Management, Regulation and Legal Compliance, Legal Strategy, Artificial Intelligence, Governance, Generative AI, Education and Training, Data Science
Kennesaw State University
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Google Gemini, Anthropic Claude, LLM Application, ChatGPT, Digital pedagogy, digital literacy
University of Colorado Boulder
Skills you'll gain: Display Devices, Computer Displays, Systems Design, Technical Design, Electronics Engineering, Electronic Systems, Electronic Components, Image Quality, Technology Solutions, Emerging Technologies, Physics
Board Infinity
Skills you'll gain: Make.com, Email Automation, Deepseek, AI Workflows, Operational Efficiency, No-Code Development, Automation
Vanderbilt University
Skills you'll gain: Education Software and Technology, Digital pedagogy, Artificial Intelligence, AI Personalization, Generative AI, Responsible AI, digital literacy
AI CERTs
Skills you'll gain: HR Tech, Responsible AI, Human Resources, People Analytics, Data Ethics, Applicant Tracking Systems, AI Enablement, Employee Performance Management, Recruitment, Talent Recruitment, Workforce Development, Artificial Intelligence, Employee Engagement, Diversity and Inclusion, Generative AI, Generative AI Agents
Microsoft
Skills you'll gain: Generative AI, Large Language Modeling, Data Ethics, Transfer Learning, Prompt Engineering, Responsible AI, Feature Engineering, Model Deployment, AI Security, Advertising, Marketing, Information Privacy
Universitat Autònoma de Barcelona
Skills you'll gain: Service Design, Hospitality, Hospitality Management, Customer Insights, Customer experience improvement, Sustainable Business, Sustainable Development, Consumer Behaviour, Marketing Strategy and Techniques, Innovation
University of California, Davis
Skills you'll gain: Continuous Integration, CI/CD, Continuous Delivery, Continuous Deployment, Integration Testing, DevOps, Continuous Monitoring, System Monitoring, Docker (Software), Application Deployment, Security Controls, GitHub, Automation, Version Control
Skills you'll gain: Apache Kafka, Apache Spark, Scala Programming, Real Time Data, Apache Hadoop, Data Pipelines, Apache Cassandra, Applied Machine Learning, Big Data, Data Processing, Application Deployment, Distributed Computing, Development Environment
In summary, here are 10 of our most popular applied machine learning courses
- Alteryx for Beginners:Â Packt
- Digital Thinking: Frameworks For Our Digital Reality:Â University of California, Davis
- Developing AI Policy:Â Fred Hutchinson Cancer Center
- AI for Education (Basic):Â Kennesaw State University
- Displays:Â University of Colorado Boulder
- Building AI Agents with DeepSeek using Make.com:Â Board Infinity
- The Future of Education with AI: Exploring Perspectives:Â Vanderbilt University
- AI for Human Resources:Â AI CERTs
- Generative AI for Data Science:Â Microsoft
- Sustainable high-end tourism: Universitat Autònoma de Barcelona
