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: NoSQL, Apache Hadoop, Apache Spark, MongoDB, Extract, Transform, Load, PySpark, Big Data, Apache Cassandra, Apache Hive, Supervised Learning, Machine Learning, Databases, Generative AI, Unsupervised Learning, Data Processing, Data Preprocessing, Applied Machine Learning, Model Evaluation, Graph Theory, Database Administration
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Disaster Recovery, Google Cloud Platform, Site Reliability Engineering, Jenkins, Incident Management, Google App Engine, Business Continuity, Docker (Software), Cloud Infrastructure, Containerization, CI/CD, Identity and Access Management, Network Monitoring, System Monitoring, Big Data, Capacity Planning, Safety Culture, Continuous Improvement Process, Continuous Delivery
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Full-Stack Web Development, Version Control, Restful API, Data Structures, Unix Commands, Bootstrap (Front-End Framework), Git (Version Control System), API Testing, Back-End Web Development, Django (Web Framework), Relational Databases, Front-End Web Development, Object Oriented Programming (OOP), Database Management Systems, HTML and CSS, Unit Testing, Algorithms, Python Programming, Computer Programming, Cloud Hosting
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Artificial Neural Networks, Image Analysis, Deep Learning, Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Logistic Regression, Regression Analysis, Supervised Learning, Classification Algorithms, Model Evaluation
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AWS SageMaker, Responsible AI, Artificial Intelligence, Machine Learning, Prompt Engineering, Amazon Web Services, Model Deployment, Supervised Learning, Computer Vision, Image Analysis, Model Evaluation, Unsupervised Learning, Data Preprocessing, Natural Language Processing, Deep Learning, Reinforcement Learning
Beginner · Course · 1 - 4 Weeks
University of Washington
Skills you'll gain: Supervised Learning, Network Model, Matlab, Machine Learning Algorithms, Artificial Neural Networks, Neurology, Computer Science, Reinforcement Learning, Computational Thinking, Bioinformatics, Mathematical Modeling, Physiology, Recurrent Neural Networks (RNNs), Biology, Linear Algebra, Statistical Methods, Information Architecture, Differential Equations, Probability Distribution
Beginner · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Large Language Modeling, ChatGPT, AI Product Strategy, AI Security, Artificial Intelligence, Automation, Cloud Applications, Social Impact
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Stakeholder Engagement, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Resource Management, Risk Management, Peer Review, Earned Value Management, Stakeholder Management, Agile Methodology, Project Risk Management, Team Motivation, Kanban Principles, Project Management, IT Management, Interviewing Skills, Professional Networking, Leadership, Agile Project Management, Communication
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Generative AI
Intermediate · Course · 3 - 6 Months

California Institute of the Arts
Skills you'll gain: Typography, Graphic Design, Design Elements And Principles, Graphic and Visual Design Software, Adobe Creative Cloud, Adobe Photoshop, Layout Design, Photo Editing, Color Theory, Image Quality, Creativity
Beginner · Course · 1 - 3 Months

National Taiwan University
Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Process Improvement and Optimization, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Resource Allocation, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Business Analytics
Beginner · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Performance Management, Performance Appraisal, Performance Review, Compensation Management, Compensation Strategy, Compensation and Benefits, Constructive Feedback, Workforce Planning, Human Resource Strategy, Human Resources, Employee Onboarding, Recruitment, Employee Performance Management, Recruitment Strategies, Full Cycle Recruitment, Talent Acquisition, Human Resource Policies, Human Resources Management and Planning, Compensation Analysis, People Management
Beginner · Specialization · 3 - 6 Months