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 Processing, Model Deployment, Data Pipelines, Data Presentation, Data Visualization, Applied Machine Learning, Interactive Data Visualization, Operational Databases, Statistical Reporting, Google Cloud Platform, Machine Learning Methods, Database Development, Data Quality, Cloud Security, Information Systems Security, Cloud Engineering, Quality Assurance, Data Security, Information Assurance, Data Storage
Advanced · Course · 1 - 3 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

National Taiwan University
Skills you'll gain: Marketing Analytics, Social Media Analytics, Social Media, Data-Driven Marketing, Market Data, Business Analytics, Market Analysis, Customer Insights, Data Literacy, Financial Data, Banking, Big Data, Marketing Strategies, Data Strategy, Analytics, Data-Driven Decision-Making, Text Mining, FinTech, Financial Services, Brand Awareness
★ 4.8 (414) · Beginner · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Model Deployment, Data Pipelines, Database Development, Data Infrastructure, Data Analysis, Google Cloud Platform, Data Architecture, Data Visualization, Security Architecture Review, Data Modeling, Interactive Data Visualization, Machine Learning, Cloud Security, Data Storage Technologies
★ 4.7 (14) · Advanced · 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: Blockchain, Google Cloud Platform, Web Applications, Game Design
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: Dataflow, Data Pipelines, Business Logic, Real Time Data, Data Processing, Performance Tuning, Pandas (Python Package), Data Transformation, Jupyter, Google Cloud Platform
Advanced · Course · 1 - 3 Months

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

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

Skills you'll gain: Cloud Storage, Cloud Security, Data Storage Technologies, Data Loss Prevention, Disaster Recovery, Data Security, Data Storage, Google Cloud Platform, Data Maintenance, Malware Protection, Data Management, Security Controls
Beginner · Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Data-Driven Marketing, Marketing Analytics, Generative AI, Big Data, Forecasting, Predictive Modeling, Predictive Analytics, Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Data Lakes, Extract, Transform, Load, Cloud Storage, Data Pipelines, Data Migration, Data Processing, Data Import/Export, Data Warehousing, Data Storage, Cloud Services, SQL, Data Sharing, Analytics, Automation
Beginner · Course · 1 - 3 Months