Data Engineering Courses
Data engineering courses can help you learn data modeling, ETL (extract, transform, load) processes, and data warehousing techniques. You can build skills in data pipeline construction, database management, and ensuring data quality and integrity. Many courses introduce tools like Apache Spark, Hadoop, and SQL, that support processing large datasets and optimizing data workflows. You’ll also explore cloud platforms such as AWS and Azure, which facilitate scalable data solutions and enhance your ability to manage data in various environments.
Popular Data Engineering Courses and Certifications
University of Leeds
Skills you'll gain: Engineering Design Process, Engineering Management, Requirements Elicitation, Product Lifecycle Management, Problem Solving, Product Design, Product Requirements, Conceptual Design
Board Infinity
Skills you'll gain: Prompt Engineering Tools, Prompt Patterns, Responsible AI, Generative Model Architectures, Google Gemini, AI literacy, LLM Application, Model Evaluation, Debugging
Google Cloud
Skills you'll gain: Feature Engineering, Data Preprocessing, Model Training, Tensorflow, Dataflow, Data Processing, Data Transformation, Data Store, Keras (Neural Network Library), Data Modeling, Applied Machine Learning, Data Pipelines, Machine Learning, Predictive Modeling
Cisco Learning and Certifications
Skills you'll gain: Ansible, Devops Tools, Development Environment, Postman API Platform, Restful API, Authentications, YAML, Software Development Tools, Software Development Methodologies, Network Model, IT Automation, CI/CD, DevOps, Network Engineering, Network Architecture, Network Administration, Application Programming Interface (API), Scripting, Network Protocols, Network Routing
Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Power BI, Data Analysis, Timelines, Data Management, Data Wrangling, Data Processing, Data Entry, Data Presentation, Data Manipulation
Johns Hopkins University
Skills you'll gain: Clinical Data Management, Data Quality, Quality Assurance, Clinical Trial Management Systems, Case Report Forms, Clinical Trials, Data Maintenance, Clinical Monitoring, Data Cleansing, Data Management, Data Integrity, Clinical Research, Microsoft Excel, Data Compilation, Data Collection, Data Sharing, Data Security, Treatment Planning, Statistical Analysis
Skills you'll gain: System Monitoring, Data Quality, Performance Tuning, Apache Spark, Data Validation, Data Pipelines, Query Languages, Debugging, Data Transformation, Anomaly Detection, PySpark, Performance Analysis, Extract, Transform, Load, Failure Analysis, SQL, Data Architecture, Data Processing, Benchmarking, Root Cause Analysis, Distributed Computing
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
University of Colorado System
Skills you'll gain: Systems Engineering, Verification And Validation, Systems Architecture, Configuration Management, Systems Development, Systems Development Life Cycle, Systems Design, Reliability, Risk Management, Risk Management Framework, Systems Analysis, Systems Integration, Integration Testing, System Requirements, Maintainability
University of California, Davis
Skills you'll gain: Chemical Engineering, Hazard Analysis, Process Engineering, Safety Assurance, Safety Training, Risk Management, Chemical and Biomedical Engineering, Failure Analysis, Accident Prevention, Risk Analysis, Environment Health And Safety, Risk Control, Reliability
Pragmatic AI Labs
Skills you'll gain: Amazon Bedrock, Serverless Computing, AWS SageMaker, Generative AI, AI Integrations, Token Optimization, AI Workflows, Amazon Web Services, Other Programming Languages, Rust (Programming Language), Analytics, Anomaly Detection, Performance Tuning, Development Environment, Performance Analysis, Python Programming, Operational Efficiency, Data Wrangling, Benchmarking, Cost Reduction
Skills you'll gain: Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Productivity Software
In summary, here are 10 of our most popular data engineering courses
- Fundamental Skills in Engineering Design:Â University of Leeds
- Generative AI: Prompt Engineering Basics:Â Board Infinity
- Feature Engineering en Français: Google Cloud
- Network Automation Engineering Fundamentals:Â Cisco Learning and Certifications
- Preparing Data for Analysis with Microsoft Excel:Â Microsoft
- Clinical Trials Data Management and Quality Assurance:Â Johns Hopkins University
- Spark, Skew & Speed: Pipeline Performance Engineering:Â Coursera
- Production-Ready Multimodal ML Engineering:Â Coursera
- Systems Engineering Fundamentals Part 2:Â University of Colorado System
- Introduction to Process Safety and Risk Analysis:Â University of California, Davis
