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
Special Competitive Studies Project
Skills you'll gain: AI Enablement, AI Security, Model Evaluation, Productivity Software, Artificial Intelligence, Responsible AI, AI Workflows, Organizational Change, Operational Efficiency, Prompt Engineering, Generative AI
Skills you'll gain: AI Security, AI Product Strategy, AI Enablement, Responsible AI, Data Ethics, Strategic Leadership, Business Leadership, Technology Roadmaps, Data Strategy, Artificial Intelligence, Business Strategies, Strategic Thinking, Milestones (Project Management), Agile Project Management, Compliance Training, Compliance Management, Data Management, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Team Building
Skills you'll gain: Microsoft Azure, Cloud Development, Continuous Deployment, Development Environment, Application Deployment, Cloud Deployment, Docker (Software), Containerization, ASP.NET, Platform As A Service (PaaS), Scalability, Microsoft Visual Studio, Web Applications, Integrated Development Environments
University of Colorado System
Skills you'll gain: Pain Management, Patient Communication, Patient Education And Counseling, Care Management, Healthcare Ethics, Compassion, Patient Evaluation, Patient-centered Care, Health Assessment, Clinical Assessment, Self-Awareness, Communication, Cultural Sensitivity
University of Illinois Urbana-Champaign
Skills you'll gain: Mathematics Education, Education Software and Technology, Research, Science and Research, Qualitative Research
Skills you'll gain: Marketing Planning, Business Planning, Microsoft Teams, Microsoft 365, Productivity Software, Project Management Software, Timelines, Project Planning, Collaborative Software, Prioritization, Project Management, Team Management
University of California, Irvine
Skills you'll gain: Blockchain, Cryptography, Encryption, Transaction Processing, Authentications, FinTech, Data Security, Emerging Technologies, Data Integrity, Distributed Computing
Amazon Web Services
Skills you'll gain: Amazon Web Services, Data Preprocessing, Data Wrangling, Data Processing, Amazon S3, Extract, Transform, Load, Data Pipelines, Data Integration
JetBrains
Skills you'll gain: Application Development, Generative AI Agents, Large Language Modeling, Software Development Tools, AI Enablement, IntelliJ IDEA, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Integrated Development Environments, Agentic systems, Software Development, Software Development Life Cycle
Skills you'll gain: Responsible AI, HR Tech, Recruitment, Employee Engagement, Generative AI, Data Ethics, Human Resources, Talent Recruitment, AI Personalization, Recruitment Strategies, Employee Performance Management, Business Ethics, Diversity Equity and Inclusion Initiatives
Duke University
Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
Skills you'll gain: Generative AI Agents, Employee Performance Management, Workforce Planning, Talent Management, Performance Management, AI Personalization, People Development, Human Resource Strategy, HR Tech, Human Resources, People Analytics, Workforce Management, Diversity and Inclusion, Innovation, Analytics, Adaptability
In summary, here are 10 of our most popular applied machine learning courses
- AI in National Security: Integrating Artificial Intelligence into Public Sector Missions:Â Special Competitive Studies Project
- The Chief AI Officer's Handbook:Â Packt
- Deploy a website to Azure with Azure App Service:Â Microsoft
- Palliative Care Capstone Projects:Â University of Colorado System
- Constructivism and Mathematics, Science, and Technology Education:Â University of Illinois Urbana-Champaign
- Get started with Microsoft Planner:Â Coursera
- Cryptography and Hashing Overview:Â University of California, Irvine
- AWS Glue Getting Started:Â Amazon Web Services
- AI-Assisted Programming:Â JetBrains
- Introduction to Generative AI in Human Resources:Â Coursera
