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
Illinois Tech
Skills you'll gain: Cloud Security, Identity and Access Management, AWS Identity and Access Management (IAM), Incident Response, Cloud Computing, Cloud Computing Architecture, Data Security, Application Security, Network Security, Encryption, Role-Based Access Control (RBAC), Amazon Web Services, Key Management, Infrastructure Security, Security Controls, Firewall, Continuous Monitoring, Multi-Factor Authentication
Skills you'll gain: Microservices, Docker (Software), Containerization, API Gateway, Redis, API Design, ASP.NET, .NET Framework, Software Architecture, Microsoft Visual Studio, Software Design Patterns, Cloud-Native Computing, Restful API, C# (Programming Language), Web Services, Application Programming Interface (API), Event-Driven Programming, Integration Testing, Scalability, Web Development
Skills you'll gain: AI Workflows, AI Orchestration, Agentic Workflows, AI Security
Simplilearn
Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming
Skills you'll gain: Threat Modeling, Responsible AI, Cyber Threat Intelligence, Cyber Security Strategy, Data Ethics, Threat Detection, Cyber Risk, Application Security, Vulnerability Assessments, Data Security, Incident Response, Tensorflow
Skills you'll gain: Model Deployment, Analytics, R Programming, Google Sheets, Health Informatics, Predictive Modeling, Automation, Data Manipulation, GitHub, Gmail, Git (Version Control System), Command-Line Interface
Board Infinity
Skills you'll gain: Java Programming, Java, System Programming, OS Process Management, Software Design Patterns
Edureka
Skills you'll gain: MongoDB, NoSQL, Database Management, Data Wrangling, Performance Tuning, Database Design, Databases, Data Modeling, Data Store, Query Languages, Scalability, Real Time Data, Disaster Recovery, Data Security
Amazon Web Services
Skills you'll gain: Document Management, Amazon Web Services, Information Management, Technical Documentation, Natural Language Processing, Infrastructure Architecture, Artificial Intelligence, Software Architecture
Skills you'll gain: ChatGPT, OpenAI API, Model Deployment, LLM Application, Tool Calling, Large Language Modeling, Prompt Engineering, Application Programming Interface (API), No-Code Development, Python Programming, Software Installation, Open Source Technology, Development Environment, Data Science
Skills you'll gain: Mechanical Engineering, Thermal Management, Engineering Analysis, Simulations, Numerical Analysis, Engineering, Mathematical Modeling, Physics
Lund University
Skills you'll gain: Interactive Learning, Environmental Issue, Case Studies, Sustainable Development, Cultural Responsiveness, Sustainability Standards, Consumer Behaviour, Social Studies, Systems Thinking, Business Strategy, Environmental Policy, Economics
In summary, here are 10 of our most popular applied machine learning courses
- Cloud Computing Security - Master's: Illinois Tech
- .NET 8 Microservices – DDD, CQRS & Clean Architecture: Packt
- Building Multi-Agent Systems using LangGraph and Autogen: Edureka
- Introduction to CNN Training: Simplilearn
- Cybersecurity Strategies for AI-Driven Organizations: Coursera
- Automate R scripts with GitHub Actions: Deploy a model: Coursera
- Java Multi-Threading Mastery: From Basics to Advanced: Board Infinity
- Data Wrangling with MongoDB: Edureka
- Amazon Kendra Getting Started: Amazon Web Services
- Harnessing Open Source LLMs and ChatGPT with Minimal Code: Packt
