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: Flask (Web Framework), Restful API, Cloud Deployment, Dashboard Creation, Full-Stack Web Development, Data Visualization, Application Deployment, Object-Relational Mapping, Interactive Data Visualization, Cloud Applications, Application Programming Interface (API), API Design, Databases, Web Applications, Web Development, Cloud Development, Authentications, Database Management, User Accounts, Scalability
Beginner · Course · 1 - 3 Months

New York University
Skills you'll gain: Security Engineering, Authentications, Threat Modeling, Network Security, Public Key Infrastructure, Distributed Denial-Of-Service (DDoS) Attacks, Cryptographic Protocols, Public Key Cryptography Standards (PKCS), Firewall, Cyber Attacks, Cryptography, Infrastructure Security, Cybersecurity, Data Encryption Standard, Threat Management, Cyber Risk, IT Security Architecture, Mobile Security, Enterprise Security, Cyber Security Assessment
Beginner · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Git (Version Control System), JUnit, Android Studio, Android Development, Unit Testing, Android (Operating System), Version Control, Maintainability, Software Design Patterns, Test Automation, File I/O, Object Oriented Programming (OOP), Integration Testing, Test Driven Development (TDD), Mobile Development, Development Testing, Software Testing, Testability, Software Engineering, Java Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: NoSQL, Operational Databases, Data Migration, Database Administration, Database Architecture and Administration, Relational Databases, PostgreSQL, Database Management, Database Design, SQL, Google Cloud Platform, Data Store, Distributed Computing, MySQL, Database Management Systems, System Configuration, Data Access, Disaster Recovery, System Monitoring, Cloud Deployment
Intermediate · Specialization · 1 - 3 Months

LearnQuest
Skills you'll gain: Data Preprocessing, Applied Machine Learning, Data Processing, Dimensionality Reduction, Data Cleansing, Machine Learning Algorithms, Data Transformation, Machine Learning Methods, Artificial Neural Networks, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Unsupervised Learning, Supervised Learning, Classification Algorithms, Predictive Modeling, Python Programming
Intermediate · Course · 1 - 4 Weeks

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

Skills you'll gain: Linux Commands, Bash (Scripting Language), Shell Script, File Management, Unix Shell, Linux, File Systems, Unix Commands, Linux Servers, Scripting, Command-Line Interface, Linux Administration, Scripting Languages, Unix, File I/O, grep, Operating Systems, Package and Software Management, Network Protocols, OS Process Management
Beginner · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Big Data, Apache Hadoop, Analytics, Data Analysis, Data Infrastructure, Scalability, Data Processing, Data Science, Distributed Computing, Data Storage, Virtual Machines, File Systems
Mixed · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: Analysis, Data Synthesis, Data Compilation, Data Literacy, Analytical Skills, Key Performance Indicators (KPIs), Correlation Analysis, Statistical Methods, International Relations, Statistics, Economics, Market Opportunities, Economics, Policy, and Social Studies, Data Analysis, Data Collection, Social Studies, Data Quality, Data Transformation, Job Analysis, Human Development
Intermediate · Course · 1 - 3 Months

Lund University
Skills you'll gain: AI Product Strategy, AI Enablement, Organizational Strategy, Artificial Intelligence, Responsible AI, Business Transformation, Business Risk Management, AI literacy, Risk Analysis, AI Integrations, Automation, Thought Leadership, Data Ethics, Human Machine Interfaces
Beginner · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Rust (Programming Language), Application Deployment, Cross Platform Development, Application Development, Package and Software Management, Development Environment, User Interface (UI), Linux, Data Persistence, Application Frameworks, UI Components, Computer Programming Tools, Event-Driven Programming, Linux Commands, User Interface (UI) Design, User Interface and User Experience (UI/UX) Design, Command-Line Interface, UI/UX Research, Data Architecture, Data Engineering
Beginner · Course · 1 - 3 Months

British Standards Institution
Skills you'll gain: Responsible AI, AI Security, Data Ethics, Risk Management Framework, Data Governance, Risk Management, Compliance Management, Regulatory Compliance, Governance Risk Management and Compliance, Compliance Training, Risk Analysis, Information Privacy, Artificial Intelligence, Law, Regulation, and Compliance, Quality Management Systems, Accountability Frameworks, AI literacy, Governance, Trustworthiness, Auditing
Beginner · Specialization · 3 - 6 Months