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: Free TrialUniversity of Colorado Boulder
Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming
Status: PreviewPontificia Universidad Católica del Perú
Skills you'll gain: Data Collection, Data Ethics, Data-Driven Decision-Making, Data Visualization, Data Literacy, Higher Education, Digital pedagogy, Data Storytelling, Learning Management Systems, Analytics, Looker (Software), Data Analysis, Responsible AI, Personally Identifiable Information, Data Management, Data Visualization Software, Data Governance, Data Quality, Information Privacy, Strategic Decision-Making
Status: NewStatus: PreviewSkills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Simulations, Computer Hardware, Performance Tuning, Scalability, Data Storage
Status: Free TrialSkills you'll gain: Ansible, Git (Version Control System), Docker (Software), Containerization, SonarQube, Kubernetes, CI/CD, GitHub, Version Control, Application Deployment, Jenkins, DevOps, Continuous Integration, Continuous Deployment, Infrastructure as Code (IaC)
Status: PreviewJohns Hopkins University
Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference
Status: NewSkills you'll gain: Identity and Access Management, Cloud Services, Microsoft Azure, Microsoft Teams, Collaborative Software, Security Controls, Endpoint Security, Cloud Solutions, Zero Trust Network Access, Microsoft Office, Cloud Computing, Threat Management, Information Privacy
Status: Free TrialStarweaver
Skills you'll gain: AI Enablement, Responsible AI, Technology Roadmaps, AI Product Strategy, Business Strategy, Strategic Leadership, Strategic Thinking, Organizational Strategy, Innovation, Organizational Leadership, Scalability, Business Transformation, Business Priorities, Leadership, Artificial Intelligence, Culture Transformation, Return On Investment, Business Metrics, Cross-Functional Collaboration
Status: Free TrialArizona State University
Skills you'll gain: Matplotlib, File I/O, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Python Programming, Data Processing, Data Manipulation, Exploratory Data Analysis, Data Import/Export, Computer Programming
Status: Free TrialSkills you'll gain: A/B Testing, Pandas (Python Package), Matplotlib, Plotly, Data Visualization, Statistical Methods, GitHub, Data Manipulation, Version Control, Statistical Analysis, Data Science, Python Programming, NumPy, Data Analysis, Jupyter, Programming Principles, Data Cleansing, Exploratory Data Analysis, Scripting
Status: Free TrialAutomatic Data Processing, Inc. (ADP)
Skills you'll gain: Storytelling, Team Leadership, Recognizing Others, Team Building, Team Management, Self-Awareness, Personal Development, Professional Development, Employee Engagement, Communication Strategies, Mindfulness
Status: PreviewThe University of Tokyo
Skills you'll gain: Lesson Planning, Teaching, Program Evaluation, Curriculum Development, Graphic Design, Instructional Design, Student Engagement, Cooperation, Constructive Feedback, Analysis, Time Management
Status: Free TrialLearnKartS
Skills you'll gain: Docker (Software), Containerization, Kubernetes, CI/CD, Application Deployment, DevOps, Ubuntu, Development Environment, Software Configuration Management, Software Installation, Application Lifecycle Management, Command-Line Interface
In summary, here are 10 of our most popular applied machine learning courses
- Network Analysis for Marketing Analytics: University of Colorado Boulder
- Fundamentos de analítica de datos educativos: Pontificia Universidad Católica del Perú
- Computer Architecture Essentials on Arm: Arm
- Advanced Git and GitHub Practices: Packt
- Cours intensif sur la science des données: Johns Hopkins University
- Microsoft 365 Fundamentals (MS-900) : Packt
- How to Build an Enterprise AI Strategy: Starweaver
- Data Analysis and Visualization with Python: Arizona State University
- Python for Data Science (and Version Control with GitHub): Coursera
- Establishing Team Purpose: Automatic Data Processing, Inc. (ADP)
