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.

Birla Institute of Technology & Science, Pilani
Skills you'll gain: Android Development, Android Studio, Mobile Development, User Interface (UI), Mobile Development Tools, Kotlin, Application Development, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, UI Components, Mobile Security, Data Persistence, Data Management, Geographic Information Systems, Restful API, Performance Tuning, Global Positioning Systems, Application Programming Interface (API), Cloud Storage, Application Performance Management
Build toward a degree
Intermediate · Course · 1 - 3 Months

Kennesaw State University
Skills you'll gain: Statistical Process Controls, Statistical Hypothesis Testing, Process Capability, Team Management, Team Performance Management, Quality Improvement, Root Cause Analysis, Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Team Building, Exploratory Data Analysis, Process Improvement, Quality Control, Probability & Statistics, Probability Distribution, Process Improvement and Optimization, Statistical Methods, Process Analysis, Data Literacy
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Validation, Model Deployment, Test Driven Development (TDD), Apache Airflow, Data Pipelines, Containerization, Extract, Transform, Load, Kubernetes, Model Training, Data Integrity, Model Optimization, Cloud-Native Computing, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Artificial Intelligence, Artificial Neural Networks, Machine Learning Algorithms, Natural Language Processing, Algorithms
Intermediate · Course · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: Extract, Transform, Load, Rust (Programming Language), Data Pipelines, JSON, Other Programming Languages, Data Import/Export, Data Integrity, Testability, Data Validation, File I/O, Data Quality, Software Testing, Record Keeping, Data Loss Prevention
Beginner · Course · 1 - 3 Months

John Wiley & Sons
Skills you'll gain: Excel Formulas, Microsoft Excel, Excel Macros, Spreadsheet Software, Pivot Tables And Charts, Data Presentation, Proofreading, Data Visualization, Editing, Financial Forecasting, Financial Modeling, Productivity Software, Consolidation, Data Analysis, Data Validation, Trend Analysis, Data Entry, Diagram Design, Visual Basic (Programming Language), Automation
Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Google Analytics, Looker (Software), Marketing Analytics, Data-Driven Marketing, Web Analytics, Marketing Budgets, Google Ads, Marketing Automation, Campaign Management, Data Governance, Data Integrity, Digital Analysis, Data Presentation, Marketing Effectiveness, Marketing Channel, Data Storytelling, AI Personalization, Data Integration, Personalized Campaigns, Presentations
Advanced · Course · 1 - 4 Weeks

West Virginia University
Skills you'll gain: Fraud detection, Auditing, Loss Prevention, Internal Controls, Financial Controls, Anomaly Detection, Financial Auditing, Cybersecurity, Financial Data, Investigation, Analytics, Specialized Accounting, Big Data, Accounting, Business Ethics, Data Mining, Accountability
Mixed · Course · 1 - 3 Months

Pragmatic AI Labs
Skills you'll gain: MySQL, MySQL Workbench, Rust (Programming Language), Data Pipelines, SQL, Relational Databases, Database Management, Database Systems, Query Languages, Data Maintenance, Database Software, Database Management Systems, Database Architecture and Administration, Data Engineering, Bash (Scripting Language), Data Import/Export, Data Architecture, Data Modeling, Docker (Software), Data Preprocessing
Beginner · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Image Analysis, Image Quality, Data Analysis Software, Software Installation, Data Analysis, Analysis, Scientific Visualization, Data Processing
Beginner · Guided Project · Less Than 2 Hours

Google Cloud
Skills you'll gain: Data Loss Prevention, Data Governance, Gmail, Data Management, Google Workspace, Information Management, Record Keeping, Data Security, Records Management, Data Import/Export, Cloud Security, Document Management, File Management, Email Security, Personally Identifiable Information, Data Storage
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Computer Hardware, Data Storage Technologies, Data Storage, Hybrid Cloud Computing, Systems Administration, Generative Model Architectures, Enterprise Application Management, Network Support, Hardware Architecture, Data Management, Data Maintenance, System Configuration, Network Protocols, Microsoft Teams, Productivity Software, Security Controls, Help Desk Support, Debugging, Multi-Factor Authentication, Cloud Computing
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Professionalism, Payment Processing and Collection, Care Management, Patient Communication, Medical Coding, Patient-centered Care, Healthcare Ethics, Medicare, Professional Development, Data Integrity, Interpersonal Communications, Empathy, Teamwork, Ethical Standards And Conduct, Conflict Management, Interoperability, Cultural Responsiveness, Emotional Intelligence, Communication, Time Management
Beginner · Specialization · 3 - 6 Months