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: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), .NET Framework, Development Environment, Computer Programming, Programming Principles, Microsoft Development Tools, Microsoft Visual Studio, Data Structures, Computer Science, Algorithms, Software Development Tools, Computer Programming Tools, Memory Management, Debugging, Software Installation, Data Storage
Intermediate · Course · 1 - 3 Months

University of Minnesota
Skills you'll gain: Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms, Unsupervised Learning, Linear Algebra
★ 4.4 (190) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Responsible AI, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Multimodal Prompts, Enterprise Application Management, Model Optimization, AI Workflows, Data Management, Generative AI, Data Strategy, AI Personalization, Data Governance, Data Preprocessing, Scalability, Performance Tuning
Advanced · Course · 1 - 3 Months

Stanford University
Skills you'll gain: Climate Change Programs, Sustainable Business, Corporate Sustainability, Environmental Issue, Environmental Resource Management, Sustainable Development, Procurement, Responsible AI, Artificial Intelligence, Climate Change Mitigation, Climate Change Adaptation, Water Sustainability, Strategic Planning, Data Centers, Business Strategy, Energy and Utilities, Policy Development, Risk Management, Supply Chain Management, Stakeholder Engagement
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Science, Scalability, Data Processing, Data Analysis, Distributed Computing, Data Storage, Data Quality, File Systems
★ 4.5 (114) · Mixed · Course · 1 - 3 Months

Skills you'll gain: Object Oriented Programming (OOP), Jupyter, DevOps, IT Automation, Integrated Development Environments, Development Environment, Scripting, Scripting Languages, Code Reusability, Python Programming, Package and Software Management, Virtual Environment, Software Installation, Data Structures, Software Versioning
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Computer Hardware, Data Storage Technologies, Data Storage, Hybrid Cloud Computing, Generative Model Architectures, Enterprise Application Management, Data Management, Data Maintenance, System Configuration, Network Protocols, IT Infrastructure, Microsoft Teams, Cloud Computing, Firewall, Patch Management, Productivity Software, Security Controls, Help Desk Support, Debugging, Multi-Factor Authentication
★ 4.7 (1.6K) · Beginner · Professional Certificate · 3 - 6 Months

Board Infinity
Skills you'll gain: Data Storytelling, Data Presentation, Dashboard, Interactive Data Visualization, Dashboard Creation, Brand Marketing, Brand Strategy, Branding, AI Personalization, Presentations, Data-Driven Marketing, Personalized Campaigns, Brand Management, Customer Insights, Marketing Analytics, Executive Presence, Data Ethics, Responsible AI, AI Enablement, Artificial Intelligence and Machine Learning (AI/ML)
Advanced · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Decision Making, Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Analytical Skills, Independent Thinking, Data Literacy, Decision Intelligence, Data-Driven Decision-Making, Behavioral Economics, Complex Problem Solving, Data Analysis, Cooperation, Artificial Intelligence, Emotional Intelligence, Open Mindset, Self-Awareness, Psychology, Communication, Algorithms
★ 4.9 (43) · Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Database Administration, Database Architecture and Administration, Database Systems, Database Management, Database Management Systems, Databases, Operational Databases, Data Maintenance, Database Design, Data Management, Data Integrity, Data Security, SQL, Data Validation, System Monitoring, Security Controls, Performance Tuning, Query Languages, Disaster Recovery, Data Science
Intermediate · Course · 1 - 4 Weeks

SkillsBooster Academy
Skills you'll gain: Prompt Engineering, Data Ethics, Data Storytelling, Microsoft Excel, Microsoft Copilot, Data Visualization, Data Analysis, Interactive Data Visualization, Data Presentation, Excel Formulas, AI Orchestration, AI Workflows, Workflow Management, Microsoft Office, Artificial Intelligence, Predictive Analytics, Data Manipulation, Data Management, Business, Generative AI
★ 4.6 (26) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Data Integrity, Database Architecture and Administration, Data Integration, Power BI, Data Maintenance, Database Administration, Database Management, Microsoft SQL Servers, Data Validation, Relational Databases, Databases, Application Programming Interface (API), Dashboard Creation, Dashboard, Data Quality, Interactive Data Visualization, Business Intelligence, Data Security, Systems Integration, Role-Based Access Control (RBAC)
★ 4.9 (23) · Beginner · Course · 1 - 4 Weeks