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.

Google Cloud
Skills you'll gain: Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Keras (Neural Network Library), Generative Model Architectures, Machine Learning Methods
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Machine Learning Methods, Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Application Programming Interface (API), Development Environment, Persona (User Experience), User Interface (UI), Authentications, User Interface (UI) Design
Advanced · Professional Certificate · 1 - 4 Weeks

Pearson
Skills you'll gain: Linux Administration, Linux, Authorization (Computing), System Configuration, Network Routing, Network Troubleshooting, Network Administration, Network Analysis, Network Protocols, File Systems, Service Management, OS Process Management
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Data Preprocessing, Analytics, Embedded Software, Control Systems, File Systems, Usability Testing, Internet Of Things, Embedded Systems, Human Computer Interaction
Credit offered
Graduate Certificate · 6 - 12 Months

Google Cloud
Skills you'll gain: Responsible AI, Google Cloud Platform, Generative AI, Gemini, AI Product Strategy, AI Enablement, Data Governance, Cloud Infrastructure, Artificial Intelligence, Model Deployment, MLOps (Machine Learning Operations)
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Gemini, Generative AI, Customer Relationship Management, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), SQL, Google Cloud Platform, Jupyter, Business Workflow Analysis, Big Data, Model Evaluation, Data Analysis Software
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Microsoft Azure, Cloud Security, Data Governance, Data Management, Data Security, Secure Coding, Cloud Applications, Application Security, Identity and Access Management, Key Management, Multi-Factor Authentication, Encryption, Role-Based Access Control (RBAC)
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: SonarQube, Code Coverage, Vulnerability, CI/CD, Secure Coding, GitLab, Jenkins, Application Security, Vulnerability Scanning, Vulnerability Assessments, Software Quality Assurance, Maintainability, Software Technical Review, Kubernetes, GitHub, Software Installation, Security Management, Data Integration, Quality Improvement, Analysis
Intermediate · Course · 1 - 4 Weeks

Whizlabs
Skills you'll gain: Amazon DynamoDB, NoSQL, Database Management Systems, Databases, Database Architecture and Administration, Redis, Data Store, Relational Databases, Database Management, Operational Databases, Real Time Data, Database Design, Performance Tuning, Transaction Processing, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Angular, Unit Testing, JavaScript Frameworks, Test Driven Development (TDD), Test Case, Software Testing, React.js, Integration Testing, UI Components
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality
Intermediate · Course · 1 - 3 Months