Data Structures and Algorithms courses can help you learn about arrays, linked lists, trees, and graph structures, along with sorting and searching algorithms. You can build skills in problem-solving, optimizing code efficiency, and analyzing algorithm complexity. Many courses introduce tools like Python, Java, or C++ for implementing these concepts, as well as platforms for coding challenges that reinforce your understanding through practical application.

Google Cloud
Skills you'll gain: Flutter (Software), Mobile Development, Cross Platform Development, Apple iOS, Android Development, Mobile Development Tools, UI Components, Application Frameworks, Development Environment
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Relational Databases, Database Development, Database Design, PostgreSQL, SQL, Query Languages, People Analytics, Data Integrity, Data Validation, Software Installation
Beginner · Course · 1 - 4 Weeks
University of Illinois at Urbana-Champaign
Skills you'll gain: Business Strategy, Management Accounting, Model Evaluation, Fund Accounting, Operations Management, Agile Methodology, Organizational Change, Audit Planning, Mergers & Acquisitions, Financial Statement Analysis, Risk Management, Social Determinants Of Health, Revenue Recognition, Entrepreneurship, Data Governance, Financial Auditing, Generative AI, Supply And Demand, Data Storytelling, Internal Controls
Credit offered
Graduate Certificate · 6 - 12 Months

Skills you'll gain: Dataflow, Data Pipelines, Debugging, Google Cloud Platform, Data Integrity, CI/CD, Performance Tuning, Data Processing, System Monitoring, Serverless Computing, Event Monitoring, Unit Testing, Disaster Recovery, Application Deployment, Integration Testing
Advanced · Course · 1 - 3 Months

Skills you'll gain: Relational Databases, API Design, ASP.NET, Object-Relational Mapping, Databases, Query Languages, Back-End Web Development, Application Programming Interface (API), Restful API, SQL, Data Access, Data Manipulation, C# (Programming Language), .NET Framework, Server Side
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: File Management, Musical Composition, Music Theory, Music Performance, Music, Performing Arts, Storytelling, Instrumental Music, Writing and Editing, Media Production, Oral Expression, Automation, Editing, Writing, Creativity
Beginner · Specialization · 3 - 6 Months

University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms
Mixed · Course · 1 - 3 Months

Skills you'll gain: Plotly, Pandas (Python Package), Plot (Graphics), Interactive Data Visualization, Data Visualization, Data Analysis, Data Visualization Software, Restful API, Application Programming Interface (API), Python Programming, Data Manipulation, Data Validation, Context Management
Intermediate · Course · 1 - 4 Weeks
DeepLearning.AI
Skills you'll gain: Fine-tuning, Model Training, Model Evaluation, Climate Change Adaptation, Applied Machine Learning, Image Analysis, Environmental Monitoring, Convolutional Neural Networks, Artificial Intelligence, Climate Change Mitigation, Artificial Neural Networks, Environmental Issue, Machine Learning Methods, Data Processing, Forecasting, Computer Vision, Predictive Modeling, Supervised Learning
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Cloud Platform, Data Pipelines, Dataflow, Data Lakes, Model Deployment, Apache Kafka, Data Governance, Tensorflow, Data Warehousing, MLOps (Machine Learning Operations), Data Infrastructure, Data Architecture, Extract, Transform, Load, Unstructured Data, Real Time Data, Data Processing, Data Quality, Apache Spark, Data Management, Big Data
Intermediate · Professional Certificate · 3 - 6 Months

Google Cloud
Skills you'll gain: Cloud Security, Data Security, Google Cloud Platform, Cloud Computing, Data Loss Prevention, Cloud Management, Personally Identifiable Information, Cloud API, Node.JS
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Git (Version Control System), Version Control, Google Cloud Platform, Remote Access Systems, Cloud Storage, Infrastructure As A Service (IaaS), Data Pipelines, Virtual Machines, Cloud Computing, Data Storage, Virtualization and Virtual Machines, Authorization (Computing), Security Software, Process Analysis
Beginner · Project · Less Than 2 Hours