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.

Peking University
Skills you'll gain: Surveys, Survey Creation, Interviewing Skills, Statistical Analysis, Research Methodologies, Data Collection, Data Cleansing, Science and Research, Research, Qualitative Research, Research Design, Data Mining, Research Reports, Case Studies, Report Writing, Big Data
★ 4.9 (25) · Mixed · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Cloud Infrastructure, Identity and Access Management, Prompt Engineering, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Prompt Engineering Tools, Cloud Development, Authentications, Kubernetes, Cloud Security, Cloud Applications, Cloud Deployment, Virtual Machines, Cloud Storage, Cloud Services, Encryption, Security Controls, OAuth, Threat Management, Email Security
★ 4.6 (87) · Intermediate · Specialization · 3 - 6 Months

Sapienza University of Rome
Skills you'll gain: Ancient History, Public History, Spatial Analysis, World History, Research, Culture, European History, Technology Solutions, Data Integration
★ 4.8 (147) · Beginner · Course · 1 - 3 Months
University of Michigan
Skills you'll gain: File I/O, Data Structures, Data Processing, Data Literacy, Data Manipulation, Python Programming, Development Environment, Software Installation
★ 4.9 (10) · Mixed · Course · 1 - 3 Months

Shanghai Jiao Tong University
Skills you'll gain: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Applied Mathematics, Network Model, Deductive Reasoning, Computational Logic, Network Analysis
★ 4.3 (30) · Beginner · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Dataflow, Model Optimization, Tensorflow, Data Processing, Applied Machine Learning, Keras (Neural Network Library), Statistical Methods, Machine Learning Methods, Data Transformation, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Fraud detection, Jupyter, Program Management, Model Optimization, Responsible AI, Model Evaluation, Project Management, Performance Improvement, AI literacy, Risk Modeling, Performance Metric, Credit Risk, Performance Analysis, Performance Tuning, Machine Learning Methods, Test Planning, Test Engineering, Applied Machine Learning, Research Design
Intermediate · Course · 1 - 4 Weeks

University of California San Diego
Skills you'll gain: Digital pedagogy, digital literacy, Computational Thinking, Social Impact, Geospatial Information and Technology, Computer Networking, Technical Communication, Media and Communications, Digital Communications, Algorithms, Global Positioning Systems
★ 4.9 (39) · Beginner · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Azure Active Directory, Microsoft Azure, Web Applications, Cloud Applications, Application Security, Cloud Security, Identity and Access Management, Authorization (Computing), Key Management, Application Development, Security Strategy, Application Programming Interface (API), Authentications, Encryption
★ 4.6 (14) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Regression Analysis, Financial Forecasting, Model Evaluation, Statistical Reporting, Forecasting, Data Presentation, Technical Communication, Statistical Programming, R Programming, Statistical Modeling, Predictive Modeling, Statistical Software, Statistical Methods, Statistical Analysis, Verification And Validation, Plot (Graphics), Statistical Visualization, Reliability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Conversion Funnel Analysis, Google Analytics, Marketing Automation, Digital Marketing Tools, Marketing Analytics, Return On Investment, Google Ads, Data-Driven Marketing, Marketing Strategies, Content Management Systems, Digital Advertising, Marketing, Analytics, WordPress, Data Integration, Facebook, Data Collection, Data Validation
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Data Structures, Object Oriented Design, Microsoft Visual Studio, Program Development, Data Storage, Object Oriented Programming (OOP), Microsoft Development Tools, .NET Framework, Computer Programming
★ 4.5 (20) · Intermediate · Course · 1 - 4 Weeks