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: Classification And Regression Tree (CART), Decision Tree Learning, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Data Analysis, Applied Machine Learning, Keras (Neural Network Library), Machine Learning Methods, Model Evaluation, Model Training, Fine-tuning, Model Deployment, Generative AI, Text Mining, Prompt Engineering, Deep Learning, Random Forest Algorithm, Machine Learning, MLOps (Machine Learning Operations)
Intermediate · Course · 3 - 6 Months

Skills you'll gain: Serverless Computing, Microsoft Azure, Microservices, NoSQL, Microsoft Development Tools, Cloud Deployment, Front-End Web Development, Cloud Development, Hypertext Markup Language (HTML), HTML and CSS, Software Development, Cloud Computing, Microsoft Visual Studio, DevOps, Integrated Development Environments
Intermediate · Guided Project · Less Than 2 Hours
Skills you'll gain: Package and Software Management, Platform As A Service (PaaS), Development Environment, Cloud Hosting, Virtual Environment, Dependency Analysis, Python Programming, Build Tools, Application Deployment
Intermediate · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Program Development, Debugging, Programming Principles, Python Programming, Computer Programming, Computational Logic, Game Design, Interactive Design, Design and Product, Computer Science
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Token Optimization, Large Language Modeling, LLM Application, Generative Model Architectures, Applied Machine Learning, Performance Metric, Quality Assessment
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Animation and Game Design, Game Design, Video Game Development, Interactive Design, Animations, Event-Driven Programming, Debugging, User Interface (UI) Design, UI Components, Code Reusability, Program Development, Python Programming, Development Environment, Functional Design
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Software Design Patterns, Computational Thinking, Software Design, Algorithms, Theoretical Computer Science, Software Development, Data Structures, Computer Programming, Problem Solving, Computer Science, Machine Learning Methods
Advanced · Course · 1 - 4 Weeks
Skills you'll gain: Version Control, GitHub, Django (Web Framework), Git (Version Control System), Application Deployment, Object-Relational Mapping, Development Environment, Unit Testing, Cloud Deployment, Database Development, Bootstrap (Front-End Framework), Model View Controller, Database Management, Virtual Environment, Program Development, HTML and CSS, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Cloud Management, Cloud Solutions, Distributed Denial-Of-Service (DDoS) Attacks, Digital Transformation, Serverless Computing, Containerization, Cloud Infrastructure, Business Transformation, Google Cloud Platform, Cloud Computing, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing Architecture, Encryption, Cloud Security, Dataflow, Cloud Services, Public Cloud, Cost Management, Data Ethics
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Architecture, Real Time Data, Data Lakes, Capacity Management, Data Pipelines, PySpark, Transact-SQL, Apache Spark, Data Transformation, Data Security, Event Monitoring, Microsoft Copilot, Continuous Monitoring, Data Analysis, Workflow Management, SQL, Artificial Intelligence and Machine Learning (AI/ML), Python Programming, Warehouse Operations, Warehouse Management
Intermediate · Course · 1 - 3 Months

Emory University
Skills you'll gain: Maternal Health, Social Justice, Health Equity, Health Disparities, Medical Practices and Procedures, Social Determinants Of Health, General Medical Tests and Procedures, Obstetrics And Gynecology, Family Planning, Diversity Awareness, Epidemiology, Health Policy, Healthcare Ethics, Public Health and Disease Prevention, Public Health, Policy Analysis, Public Policies, Research, Case Law
Beginner · Course · 1 - 3 Months

Skills you'll gain: AI Personalization, AI powered creativity, Generative AI, Virtual Environment, Virtual Reality, Storytelling, Game Design, Interactive Design, Content Creation, Education Software and Technology, Media Production
Intermediate · Course · 1 - 4 Weeks