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: Agentic systems, Systems Architecture, API Design, Maintainability, Systems Design, Solution Architecture
Skills you'll gain: AutoCAD, Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Architectural Design, Civil and Architectural Engineering, Building Design, Building Codes, Safety Standards, Construction
Skills you'll gain: Medical Privacy, Personally Identifiable Information, General Data Protection Regulation (GDPR), Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Open Source Technology, Patient Communication, OpenAI, Data Ethics, Clinical Documentation, Responsible AI, Clinical Informatics, AI Enablement, Healthcare Ethics, Decision Support Systems, Health Care Procedure and Regulation, Healthcare Industry Knowledge, AI Personalization, Automation, Medical Coding
The Open University
Skills you'll gain: Sustainable Business, Ideation, Systems Thinking, Sustainable Development, Creative Thinking, Corporate Sustainability, Stakeholder Engagement, Business Modeling, Stakeholder Analysis, Critical Thinking, Innovation, Environmental Social And Corporate Governance (ESG), Cognitive flexibility, Sustainability Standards, Business Systems Analysis, Business Continuity, Value Propositions, Process Mapping, Design Thinking, Problem Solving
Skills you'll gain: Apache Airflow, Docker (Software), Git (Version Control System), Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Continuous Deployment, Database Management, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, SQL, Automation, Configuration Management, Root Cause Analysis, Python Programming
Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Web Applications, Javascript, Web Development Tools, Restful API, Application Programming Interface (API), Real Time Data, Software Development
Skills you'll gain: AWS SageMaker, AWS Identity and Access Management (IAM), Dashboard, Amazon Web Services, Interactive Data Visualization, Data Visualization Software, Amazon Redshift, Big Data, Cloud Security, Security Controls, Encryption, Applied Machine Learning, Amazon Elastic Compute Cloud, Amazon S3, Key Management
University of Michigan
Skills you'll gain: SQL, Database Management, Database Design, Databases, Relational Databases, Web Scraping, Data Modeling, Data Visualization Software, Object Oriented Programming (OOP), Data Processing, Object Oriented Design, Python Programming, Data Collection
DeepLearning.AI
Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Prompt Engineering, MongoDB, Query Languages, Metadata Management, Performance Tuning, Embeddings, Data Pipelines
Google Cloud
Skills you'll gain: Identity and Access Management, Command-Line Interface, Cloud Management, Cloud Computing, User Accounts, Authorization (Computing), Google Cloud Platform, Microsoft Azure, Software Installation
Skills you'll gain: Prompt Engineering, LLM Application, OpenAI API, Large Language Modeling, Embeddings, Responsible AI, AI Personalization, Cost Management, Artificial Intelligence, AI Enablement, Model Evaluation
In summary, here are 10 of our most popular applied machine learning courses
- Architect Reusable AI Agent Systems: Coursera
- Master AutoCAD Corporate Layouts: Design & Drafting Skills: EDUCBA
- AI Innovations with Open Tools in Healthcare Processes: Starweaver
- Sustainable Business Strategy for Future Leaders: The Open University
- DataOps: Automation & Reliability: Coursera
- API Basics 4: Build a Personal Dashboard (Promise Rejection): Scrimba
- AWS Visualization, Security, and Exam Preparation: Packt
- Create Your First WordPress Plugin & Build a WordPress Site: Packt
- Python에서 데이터베이스 사용하기: University of Michigan
- Prompt Compression and Query Optimization: DeepLearning.AI
