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: Data Migration, Data Processing, Google Cloud Platform, Data Pipelines, Data Storage Technologies, Data Import/Export, Extract, Transform, Load, Big Data, Apache Airflow, Data Infrastructure, Data Integration, Data Lakes, Data Warehousing, Data Storage, Apache Spark, Cloud Storage, Metadata Management, Automation, Data Transformation, Serverless Computing
Beginner · 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: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Analytics, Database Development, Data Infrastructure, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Interactive Data Visualization, Data Storage Technologies, Disaster Recovery
★ 4.7 (14) · Advanced · Course · 1 - 3 Months

Skills you'll gain: Blockchain, Google Cloud Platform, Web Applications, Game Design
Intermediate · Project · Less Than 2 Hours

National Taiwan University
Skills you'll gain: Data-Driven Decision-Making, Business Analytics, Strategic Decision-Making, Data-Driven Marketing, Data Strategy, Analytics, Financial Data, Social Media Analytics, Marketing Analytics, Market Analysis, Customer Insights, Big Data, Analysis, Social Media, Customer Analysis, Business, Retail Store Operations, Marketing Strategies, Brand Management, Banking
★ 4.8 (414) · Beginner · Course · 1 - 3 Months

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

Skills you'll gain: Google Cloud Platform, Cloud Security, Cloud Deployment, Public Cloud, Cloud Infrastructure, Cloud Solutions, Cloud Management, Firewall, Security Management, System Configuration, Security Controls, Network Security, Cloud Storage, General Networking
Intermediate · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Looker (Software), Dashboard, Dashboard Creation, Data Governance, Digital Transformation, Data Modeling, Pivot Tables And Charts, Real Time Data, Google Cloud Platform, Dataflow, Information Management, Business Transformation, Data Storage, Data Management, Data Presentation, Cloud Storage, Data Transformation, Data Analysis, Performance Tuning, SQL
★ 4.1 (14) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Dataflow, Serverless Computing, Identity and Access Management, Data Pipelines, Data Processing, Cloud Security, Data Security, Data Access, Cloud Storage, Google Cloud Platform, Role-Based Access Control (RBAC), Interoperability, Containerization, Scalability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Processing, Data Pipelines, Data Infrastructure, Google Cloud Platform, Systems Design, Data Modeling, MLOps (Machine Learning Operations), Model Deployment, Data Quality, Data Governance, Data Storage, Machine Learning, Cloud Solutions, Cloud Platforms
Advanced · 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: Dataflow, Data Pipelines, Data Processing, Real Time Data, Pandas (Python Package), Data Transformation, Google Cloud Platform, Jupyter, Business Logic, File I/O, Performance Tuning
Advanced · Course · 1 - 3 Months