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
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Version Control, Software Development, Docker (Software), Containerization, Requirements Analysis, Application Deployment, Git (Version Control System), Unified Modeling Language, Debugging, Software Design, GitHub, Software Design Documents, Code Review, User Requirements Documents, DevOps, CI/CD, Functional Requirement, Software Documentation, Software Development Life Cycle, Systems Design
Universidades Anáhuac
Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Python Programming, Computer Programming, Programming Principles, File I/O, Algorithms, Embedded Software, Debugging
Skills you'll gain: Scaled Agile Framework, Kanban Principles, Team Oriented, User Story, Team Building, Continuous Improvement Process
Banco Interamericano de Desarrollo
Skills you'll gain: Digital Transformation, Manufacturing Operations, Business Transformation, Sustainable Business, Sustainability Standards, Operational Efficiency, Business Technologies, Technology Roadmaps, Needs Assessment, Technology Solutions, Market Opportunities
University of Illinois Urbana-Champaign
Skills you'll gain: Social Determinants Of Health, Community Health, Health Equity, Behavioral Economics, Digital Transformation, Consumer Behaviour, Business Modeling
Google Cloud
Skills you'll gain: Cloud Storage, Virtual Machines, Cloud Computing, Data Storage, Cloud Infrastructure, Virtualization and Virtual Machines, Google Cloud Platform, Data Manipulation
Logical Operations
Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Local Area Networks, Network Protocols, Network Administration, TCP/IP, Wireless Networks, General Networking, Network Architecture, Network Infrastructure, System Configuration, Computer Networking
Skills you'll gain: AI Workflows, Agentic systems, AI Orchestration, AI Enablement, Advanced Analytics, Data Processing, Enterprise Architecture, Automation, Data Transformation, Artificial Intelligence, Continuous Improvement Process, Data Quality, Application Deployment, Scalability, Performance Tuning, Business Metrics, Software Design Patterns
Board Infinity
Skills you'll gain: Containerization, Docker (Software), Application Deployment, Cloud Platforms, Cloud Deployment, Cloud Applications, Kubernetes, Amazon Web Services, Cloud Computing, Development Environment, Continuous Deployment, CI/CD, Continuous Integration, DevOps, Scalability
Google Cloud
Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Apache Airflow, Data Pipelines, Kubernetes, Tensorflow, Continuous Deployment, Continuous Integration, Metadata Management, AI Orchestration, PyTorch (Machine Learning Library)
Skills you'll gain: Cloud-Native Computing, Application Deployment, Kubernetes, Containerization, Serverless Computing, CI/CD, DevOps, Prometheus (Software), Infrastructure Security, YAML, Microservices, System Monitoring, Grafana, Scalability
Skills you'll gain: Cinematography, Computer Graphics, 3D Modeling, Visualization (Computer Graphics), Photography, Image Quality
In summary, here are 10 of our most popular applied machine learning courses
- Software Development Practices:Â Birla Institute of Technology & Science, Pilani
- Python de la A a la Z: Universidades Anáhuac
- The Complete Scrum Master Certification & Agile Scrum Course:Â Packt
- Perspectives in Digital Transformation: Manufacturing:Â Banco Interamericano de Desarrollo
- The Future of Healthcare and Emerging Trends:Â University of Illinois Urbana-Champaign
- Creating a Persistent Disk:Â Google Cloud
- CCNA: Wireless Networking and IP Services:Â Logical Operations
- Agentic AI Content for Practitioners (Teams: Data):Â Coursera
- Scalable Deployment and DevOps for Web Development:Â Board Infinity
- ML Pipelines on Google Cloud en Español: Google Cloud
