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.

Edureka
Skills you'll gain: Systems Development, Database Application, Web Applications, Scrum (Software Development)
Beginner · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Apache Hadoop, Data Processing, Distributed Computing, Performance Tuning, Software Architecture, Scalability, Program Development
Intermediate · Course · 1 - 3 Months

Skills you'll gain: AWS Identity and Access Management (IAM), Terraform, User Provisioning, Infrastructure as Code (IaC), Verification And Validation, Data Validation, Amazon Web Services, User Accounts, Amazon Elastic Compute Cloud, Test Case, Secure Coding, Configuration Management, Data Structures
Beginner · Course · 1 - 3 Months

Skills you'll gain: Cyber Threat Hunting, Threat Detection, Incident Response, Cloud Security, Intrusion Detection and Prevention, Microsoft Azure, Security Information and Event Management (SIEM), Malware Protection, Endpoint Security, Azure Active Directory, Anomaly Detection, Email Security, Identity and Access Management, Automation
Intermediate · Course · 1 - 4 Weeks
Macquarie University
Skills you'll gain: Data Visualization, Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Entry, Microsoft Office, Data Management, Productivity Software, Data Import/Export
Beginner · Course · 1 - 3 Months

Skills you'll gain: Marketing Planning, Marketing Strategies, Strategic Marketing, Sales Process, Marketing, Marketing Analytics, Sales, Marketing Effectiveness, Value Propositions, Sales Strategy, Business Metrics, Brand Management, Digital Marketing, Key Performance Indicators (KPIs), Goal Setting
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Network Troubleshooting, Distributed Denial-Of-Service (DDoS) Attacks, Network Administration, Hardening, Network Monitoring, Intrusion Detection and Prevention, Cybersecurity, Network Protocols, Firewall, General Networking, Network Infrastructure, Network Performance Management, Authentications, Identity and Access Management, Encryption, Virtual Local Area Network (VLAN), Multi-Factor Authentication, Wireless Networks
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Cloud Deployment, Cloud Computing Architecture, Public Cloud, Cloud Security, Data Import/Export, Load Balancing, Virtual Networking, Multi-Factor Authentication, Event Monitoring, Data Storage, MySQL, Key Management, Scalability
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Transfer Learning, Data Pipelines, Generative AI, Vision Transformer (ViT), Large Language Modeling, PyTorch (Machine Learning Library), Image Analysis, Tensorflow, Applied Machine Learning, System Design and Implementation, Knowledge Transfer, Keras (Neural Network Library), Performance Tuning, Deep Learning, Artificial Neural Networks, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Financial Statement Analysis, Working Capital, Credit Risk, Financial Analysis, Risk Modeling, Financial Modeling, Financial Data, Risk Analysis, Analysis, Risk Management, Cash Flows, Income Statement, Balance Sheet, Business Metrics, Trend Analysis, Bankruptcies
Beginner · Course · 1 - 3 Months

Skills you'll gain: Amazon Redshift, Amazon Web Services, SQL, Data Warehousing, Cloud Services, Data Management, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

LearnKartS
Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Generative AI, Model Evaluation, Embeddings, Model Deployment
Intermediate · Course · 1 - 4 Weeks