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.

Columbia University
Skills you'll gain: Computer Vision, Image Quality, Image Analysis, Computer Graphics, 3D Modeling, Photography, Virtual Reality, Visualization (Computer Graphics), Medical Imaging, Artificial Neural Networks, Unsupervised Learning, Graph Theory, Dimensionality Reduction, Mathematical Modeling, Estimation, Machine Learning Algorithms, Color Theory, Algorithms, Automation Engineering, Electronic Components
★ 4.7 (243) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Retail Management, Retail Store Operations, Retail Sales, Merchandising, Customer Analysis, Customer Insights, Product Assortment, Promotional Strategies, Strategic Marketing, Market Intelligence, Integrated Marketing Communications, Consumer Behaviour, Promotions and Campaigns, Marketing Communications, Operations Management, Financial Management, Competitive Analysis, Organizational Structure
★ 5 (18) · Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Machine Controls, Electrical and Computer Engineering, Control Systems, Embedded Software, Laboratory Experience, Embedded Systems, Power Electronics, Electronic Hardware, Three-Phase, Hardware Design, Electrical Engineering, Electrical Systems, Laboratory Equipment, Electronic Components, Torque (Physics), Design Specifications
★ 4.7 (1.4K) · Intermediate · Course · 1 - 3 Months

Rice University
Skills you'll gain: Java Programming, Dataflow, Java, Distributed Computing, Programming Principles, Application Frameworks, Algorithms, Performance Tuning, Functional Design, Scalability
★ 4.6 (1.2K) · Intermediate · Course · 1 - 3 Months

Skills you'll gain: Databricks, Dashboard, Star Schema, Dashboard Creation, Snowflake Schema, Data Lakes, SQL, Interactive Data Visualization, Business Intelligence, Data Modeling, Data Architecture, Data Warehousing, Query Languages, Data Analysis, Data Governance, Data Access, Extract, Transform, Load, Performance Tuning, Data Sharing, Data Security
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Linear Algebra, Algebra, Advanced Mathematics, Engineering Analysis, Applied Mathematics, Mathematical Theory & Analysis, Geometry
★ 4.7 (179) · Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Mechanics, Linear Algebra, Numerical Analysis, Engineering Analysis, Differential Equations, Trigonometry, Mathematical Modeling, Applied Mathematics, Control Systems, Advanced Mathematics, Algorithms, Calculus
★ 4.9 (343) · Advanced · Course · 1 - 4 Weeks

Snowflake
Skills you'll gain: Data Engineering, Data Pipelines, Database Management, Data Manipulation, Databases, Data Store, Data Transformation, Continuous Deployment, Extract, Transform, Load, Devops Tools, Data Warehousing, Change Control, DevOps, SQL, Data Integration, CI/CD, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Data Analysis
★ 4.8 (375) · Beginner · Professional Certificate · 1 - 3 Months

Skills you'll gain: Android Studio, Android Jetpack, Android Development, Kotlin, Object Oriented Design, Mobile Development, Object Oriented Programming (OOP), UI Components, Mobile Development Tools, Software Design Patterns, Programming Principles, Development Environment, User Interface (UI), User Interface (UI) Design, Interactive Design, Animations, Typography, Code Reusability, Debugging
Beginner · Course · 1 - 3 Months

Case Western Reserve University
Skills you'll gain: Emotional Intelligence, Empathy & Emotional Intelligence, Compassion, Organizational Leadership, Team Leadership, Coaching, Leadership Development, Organizational Change, Personal Development, Organizational Development, Leadership, Empathy, Self-Awareness, Stress Management, Positivity, Social Skills, Change Management, People Development, Growth Mindedness, Mindfulness
★ 4.7 (1.7K) · Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Marketing Analytics, A/B Testing, Data-Driven Marketing, Google Analytics, Data Storytelling, Content Performance Analysis, Dashboard, Looker (Software), Business Reporting, Dashboard Creation, Web Analytics and SEO, Conversion Funnel Analysis, Management Reporting, Campaign Management, Customer Analysis, Data Cleansing, Search Engine Optimization, Marketing Operations, Media Planning, SQL
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: ASP.NET, Restful API, Containerization, Application Deployment, .NET Framework, Test Automation, Docker (Software), Kubernetes, API Testing, Web Services, Integration Testing, Application Programming Interface (API), Browser Compatibility, C# (Programming Language), API Design, DevOps, User Interface (UI)
Intermediate · Course · 1 - 3 Months