Data Lakes courses can help you learn data ingestion, storage management, data processing, and analytics techniques. You can build skills in data governance, schema design, and optimizing query performance. Many courses introduce tools like Apache Hadoop, Amazon S3, and Apache Spark, demonstrating how these technologies support efficient data handling and analysis. You'll also explore key topics such as data architecture, ETL processes, and data security, equipping you with practical knowledge to manage large datasets effectively.

Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Transformation, Unstructured Data, Anomaly Detection, Data Integration, Event Monitoring, Scalability, Data Modeling, Continuous Monitoring, System Monitoring, Data Visualization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Process Driven Development, Data Processing, Systems Design, Statistical Reporting, Data Pipelines, Interactive Data Visualization, Data Infrastructure, Data Quality, Data Presentation, MLOps (Machine Learning Operations), Google Cloud Platform, Applied Machine Learning, Data Modeling, Model Deployment, Data Integrity, Data Management, Model Training, Big Data, Cloud Security
Advanced · Course · 1 - 3 Months

Skills you'll gain: MySQL, Data Migration, Database Administration, Database Software, Stored Procedure, User Provisioning, Data Validation
Advanced · Project · Less Than 2 Hours

Skills you'll gain: Data Ethics, Business Ethics, Responsible AI, Ethical Standards And Conduct, Legal Risk, Sustainable Development, Law, Regulation, and Compliance, Medical Privacy, Information Privacy, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Artificial Intelligence, Accountability, Business Strategy, Safety and Security, Emerging Technologies, Human Centered Design
Mixed · Course · 1 - 3 Months

Skills you'll gain: Kubernetes, Google Cloud Platform, Cloud-Native Computing, Cloud Management, Time Series Analysis and Forecasting, Cloud Platforms, Application Deployment, Data Store
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Data Processing, Google Cloud Platform, Data Store, Extract, Transform, Load, Data Pipelines, Data Capture, Unstructured Data, Cloud API, Cloud-Based Integration, Geospatial Information and Technology, Cloud Storage, AI Integrations, Cloud Deployment, Serverless Computing, Business Process
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Cloud Deployment, Google App Engine, Application Deployment, Google Cloud Platform, Go (Programming Language), Cloud Applications, Cloud Development, Software Testing, Development Testing, Data Access, Web Development Tools, Database Application
Beginner · Project · Less Than 2 Hours

Skills you'll gain: Google Cloud Platform, Data Pipelines, Data Migration, Extract, Transform, Load, Cloud Storage, Data Import/Export, Data Infrastructure, Big Data, Data Processing, Data Lakes, Analytics, Data Storage, Data Transformation, Metadata Management, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: iOS Development, Apple software proficiency, Data Store, Control Panels, Program Development, Verification And Validation, Maintainability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: SQL, Metadata Management, SAS (Software), Data Maintenance, Data Management, Relational Databases, Data Manipulation, Data Transformation, Query Languages, Data Governance, Data Integrity, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Java Programming, Java, Algorithms, Application Programming Interface (API), Data Structures
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Apache Hadoop, Apache, Data Infrastructure, NoSQL, Big Data, Database Management Systems, Databases, Unix Shell, Data Storage, Data Storage Technologies, Database Design, Software Installation, Data Access, Data Modeling, Data Persistence, Systems Integration, System Configuration, Command-Line Interface, Enterprise Application Management, Scalability
Beginner · Course · 1 - 4 Weeks