Unsupervised learning courses can help you learn clustering techniques, dimensionality reduction, and anomaly detection. You can build skills in data preprocessing, feature extraction, and interpreting complex datasets. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing these methods in projects. You'll also explore practical applications in areas like customer segmentation, image processing, and recommendation systems, enhancing your ability to derive insights from unlabelled data.

Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Digital Transformation, Artificial Intelligence, Business Transformation, Cloud Solutions, Responsible AI, Business Intelligence, AI literacy, Data Ethics, Data Quality, Machine Learning, Natural Language Processing, Model Deployment, Applied Machine Learning, Cloud API, Data Analysis, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Selenium (Software), Software Testing, Test Automation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data-Driven Marketing, Resource Allocation, Customer Insights, Target Market, Customer Relationship Management, Customer Engagement, Analytical Skills, Target Audience, Analytics, Statistical Modeling, Estimation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, Pandas (Python Package), Pivot Tables And Charts, Jupyter, Microsoft Excel, Data Analysis, Data Manipulation, Data Wrangling, Data Access, Programming Principles, Python Programming, Data Structures, Development Environment, Scripting, Package and Software Management, Software Installation, Object Oriented Programming (OOP)
Beginner · Course · 1 - 4 Weeks

Michigan State University
Skills you'll gain: Design Thinking, Brainstorming, Creative Thinking, Creativity, Creative Problem-Solving, Ideation, Human Centered Design, Problem Solving, Innovation, Self-Awareness
Beginner · Course · 1 - 3 Months
Skills you'll gain: Hardware Design, Field-Programmable Gate Array (FPGA), Data Structures, Computational Logic, Application Specific Integrated Circuits, System Design and Implementation, Verification And Validation, Embedded Systems, Test Script Development, Simulation and Simulation Software, Code Reusability, Data Synthesis, Analysis, Design, Process Optimization
Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Rust (Programming Language), Memory Management, System Programming, Package and Software Management, Data Structures, Software Installation, Code Reusability, Build Tools, Programming Principles, Other Programming Languages, Secure Coding, Maintainability, Data Management, Integrated Development Environments, Data Sharing, Data Access
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Data Lakes, Data Architecture, Data Governance, Cloud Engineering, Data Warehousing, Google Cloud Platform, Data Infrastructure, Metadata Management, Data Management, Operational Data Store, Data Pipelines, Cloud Storage, Data Integration, Operational Databases, Applied Machine Learning, Advanced Analytics, Data Access, Cloud Computing Architecture, Analytics, Data Security
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Model Optimization, Tensorflow, Dataflow, Data Store, Data Transformation, Data Processing, Keras (Neural Network Library), Data Pipelines, Predictive Modeling, Statistical Machine Learning, Applied Machine Learning, Data Modeling, Statistical Methods
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Packaging and Labeling, Competitive Analysis, Presentations, Design Strategies, Adobe Illustrator, Graphic Design, Branding, Market Analysis, Digital Design, Graphic and Visual Design, Adobe Photoshop, Design Elements And Principles, Personal Development, Ideation, Process Development, Strategic Thinking, Design Research, Professional Development, Creative Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: ASP.NET, .NET Framework, C# (Programming Language), Microsoft Visual Studio, Application Programming Interface (API), Web Development Tools, Restful API, Microsoft Azure, Web Applications, Application Frameworks, Application Development, Development Environment, Event-Driven Programming, Middleware, Software Installation
Intermediate · Course · 1 - 3 Months