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.

University of California San Diego
Skills you'll gain: Bioinformatics, Markov Model, Molecular Biology, Machine Learning Methods, Algorithms, Data Transformation, Performance Tuning, Memory Management
★ 4.6 (62) · Intermediate · Course · 1 - 3 Months

California Institute of the Arts
Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Music History, Music Performance
★ 4.6 (173) · Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: GitHub Copilot, Generative AI, Microsoft Copilot, Prompt Engineering, Test Case, Responsible AI, Microsoft Visual Studio, Version Control, Code Review, Data Ethics, GitHub, Prompt Patterns, Microsoft Development Tools, Integrated Development Environments, AI literacy, Software Versioning, AI Integrations, Risking, Software Development Tools, Project Management
★ 4.3 (243) · Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Generative AI, Data Ethics, Data Cleansing, Data Preprocessing, Data Analysis, Responsible AI, Transfer Learning, AI Integrations, Exploratory Data Analysis, Anomaly Detection
★ 4.3 (106) · Intermediate · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Responsible AI, Generative AI, Amazon Bedrock, Generative AI Agents, Generative Model Architectures, Artificial Intelligence and Machine Learning (AI/ML), AWS SageMaker, Amazon Web Services, Prompt Engineering Tools, AI Security, Artificial Intelligence, Model Optimization, Applied Machine Learning, Prompt Engineering, Data Ethics, Machine Learning Methods, AI Integrations, Model Training, LLM Application, Cloud Solutions
★ 4.5 (60) · Beginner · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Data Presentation, Data Mining, Data Processing, Big Data, Apache Spark, Splunk, Data Analysis, Unstructured Data, Analytics, Data Wrangling, Network Analysis, Classification Algorithms
★ 4.4 (402) · Mixed · Course · 1 - 3 Months

STARWEAVER
Skills you'll gain: Matlab, Data Visualization, Engineering Practices, Data Analysis, Model Based Systems Engineering, Applied Mathematics, Computer Programming, Data Integration, Data Manipulation
★ 4.1 (58) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Software Quality (SQA/SQC), Test Automation
★ 4.6 (20) · Intermediate · Course · 1 - 4 Weeks
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Quantum computing, Communication Systems, Emerging Technologies, Information Technology
★ 4.4 (172) · Advanced · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Application Deployment, Scalability, Load Balancing, Data Persistence, Data Storage, General Networking, Network Security, Configuration Management
★ 4.7 (1.3K) · Intermediate · Course · 1 - 3 Months

University of Cape Town
Skills you'll gain: Disabilities, Special Education, Cultural Responsiveness, Diversity Awareness, Child Development, Working With Children, Teaching, Family Support, Differentiated Instruction, Childhood Education and Development, Parent Communication, Communication Disorders, Advocacy, Language Disorders, Non-Verbal Communication
★ 4.9 (424) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Incident Response, Intrusion Detection and Prevention, Computer Security Incident Management, Incident Management, Threat Detection, Security Information and Event Management (SIEM), IT Automation, Automation, Event Monitoring, Cyber Threat Intelligence, Continuous Monitoring, System Monitoring, Anomaly Detection, Cybersecurity, Data Analysis Software, Artificial Intelligence and Machine Learning (AI/ML)
★ 4.7 (69) · Beginner · Course · 1 - 4 Weeks