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.

University at Buffalo
Skills you'll gain: Blockchain, Cryptography, Transaction Processing, Cryptographic Protocols, Network Protocols, Distributed Computing, Virtual Environment, Data Integrity, Virtual Machines, Algorithms, Verification And Validation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Excel Formulas, Quantitative Research, Microsoft Excel, Financial Analysis, Spreadsheet Software, Statistical Analysis, Business Mathematics, Statistical Methods, Market Data, Financial Data, Descriptive Statistics, Data Analysis Software, Market Trend
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Model Training, Predictive Analytics, R (Software), R Programming, Data Analysis, Statistical Modeling, Statistical Analysis, Data Wrangling, Data Cleansing, Data Manipulation, Classification Algorithms, Data Import/Export, Data Preprocessing, Data Presentation, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Persona Development, Customer Analysis, Customer Insights, Marketing Analytics, Customer Retention, Customer Data Management, Data-Driven Marketing, Data Storytelling, Target Audience, Market Research, Revenue Management, Marketing Effectiveness, Pivot Tables And Charts, Marketing Strategies, Data Presentation, Strategic Marketing, Business Analytics, Data-Driven Decision-Making, Data Analysis, Return On Investment
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Pain Management, Nursing Management, Value-Based Care, Patient-centered Care, Patient Safety, Care Coordination, Health Policy, Nursing, Health Care, Mental and Behavioral Health, Substance Abuse, Healthcare Industry Knowledge, Cultural Responsiveness, Continuous Quality Improvement (CQI), Cultural Sensitivity, Infection Control, Surveys, Data Collection, Data Analysis, Leadership
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Budget Management, Cost Accounting, Internal Auditing, Financial Reporting, Financial Statement Analysis, Financial Statements, Internal Controls, Auditing, Budgeting, Variance Analysis, Cost Control, Financial Forecasting, Performance Measurement, Performance Reporting, Financial Data, Business Process Reengineering, Big Data, Analytics, Financial Management, Business
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: PostgreSQL, Stored Procedure, Query Languages, SQL, Database Management, Relational Databases, Performance Tuning, Database Architecture and Administration, Database Design, System Monitoring, Data Management, Security Controls, Data Security, Role-Based Access Control (RBAC), Encryption
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Governance, Data Presentation, Management Accounting, Data Storytelling, Budgeting, Marketing Analytics, Capital Budgeting, Financial Modeling, Financial Data, Data Ethics, SAS (Software), Business Analytics, Financial Management, Customer Analysis, Customer Insights, Digital Media Strategy, Corporate Finance, Business Valuation, Financial Analysis, Data Visualization
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Operational Databases, Database Architecture and Administration, Relational Databases, Database Design, Database Management, Data Migration, Google Cloud Platform, Distributed Computing, Disaster Recovery, Performance Tuning, Scalability, Cloud Computing Architecture, Data Integrity, Capacity Management, Transaction Processing, IT Automation, System Monitoring, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Human Capital, Human Resources, Human Resource Strategy, Human Resource Management, Human Resources Management and Planning, Workforce Management, Workforce Planning, Talent Management, Employee Retention, Full Cycle Recruitment, People Analytics, Benefits Administration, Employee Engagement, Payroll, Employee Onboarding, Payroll Administration, Benefits Enrollment Processes, Data-Driven Decision-Making, Professional Development, Data Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Postman API Platform, Personalized Campaigns, API Testing, Marketing Automation, Content Management Systems, Application Programming Interface (API), Drupal, Restful API, Data Mapping, Workflow Management, Data Integration, Security Controls, Compliance Management, Data Security
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Classification And Regression Tree (CART), Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Model Training, Supervised Learning, Decision Tree Learning, Probability & Statistics, Data Processing, Machine Learning Software, Statistical Software, Machine Learning Methods, Process Modeling, Machine Learning, Correlation Analysis, Applied Machine Learning
Advanced · Professional Certificate · 3 - 6 Months