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.

Skills you'll gain: Flask (Web Framework), Restful API, Software Testing, Databases, Software Quality (SQA/SQC), JSON, Application Programming Interface (API), MongoDB, Full-Stack Web Development, Web Applications, NoSQL, Back-End Web Development, Python Programming, Maintainability, Application Deployment, Data Validation, Authentications
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks
Advanced · Course · 1 - 3 Months

Vanderbilt University
Skills you'll gain: ChatGPT, Creative Problem-Solving, AI Personalization, Innovation, Brainstorming, Game Design, Education Software and Technology, Student Engagement, Prompt Engineering, Generative AI
Beginner · Course · 1 - 4 Weeks

Yale University
Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Systems Development, Usability, Medical Privacy, Regulatory Affairs, Verification And Validation, Human Factors, Regulatory Requirements, Quality Management Systems, Risk Management, Medical Management, User Interface (UI), Software Design, Healthcare Project Management, Software Testing, Entrepreneurship, Artificial Intelligence and Machine Learning (AI/ML), User Research
Intermediate · Course · 3 - 6 Months

University of Pittsburgh
Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistical Machine Learning, Bayesian Statistics, Statistical Inference, Feature Engineering, Applied Mathematics, Python Programming, Machine Learning, Algorithms
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Management, Team Management, Stakeholder Analysis, Virtual Teams, Scheduling, Conflict Management, Project Schedules, Project Management Life Cycle, Project Management, Risk Mitigation, Teamwork, Project Management Office (PMO), Project Coordination, Procurement, Kanban Principles, Performance Measurement, Risk Management, Communication, Planning, Budgeting
Beginner · Professional Certificate · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Computer Vision, Image Analysis, Keras (Neural Network Library), Artificial Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Applied Machine Learning, Classification Algorithms, Network Architecture
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Visualization, Microsoft PowerPoint, Data Storytelling, Microsoft Excel, Trend Analysis
Intermediate · Course · 3 - 6 Months

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Object Oriented Design, Software Architecture, Software Design, Software Design Patterns, Software Development Life Cycle, Software Development, Software Engineering, Maintainability, Systems Architecture, Service Oriented Architecture, Technical Design, Web Services, Model View Controller, Event-Driven Programming
Intermediate · Course · 1 - 3 Months

Yale University
Skills you'll gain: Resourcefulness, Goal Setting, Relationship Building, Critical Thinking
Beginner · Course · 1 - 3 Months

Skills you'll gain: Application Lifecycle Management, Power Platform CLI, CI/CD, Continuous Integration, Microsoft Power Platform, Continuous Delivery, Software Development Life Cycle, Application Deployment, Azure DevOps, Microsoft Azure, Configuration Management, Multi-Tenant Cloud Environments, Version Control, Data Import/Export, YAML, Data Science
Beginner · Course · 3 - 6 Months

Skills you'll gain: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File Systems
Mixed · Course · 1 - 3 Months