The language used throughout the course, in both instruction and assessments.

Skills you'll gain: Business Process, Business Process Modeling, Data Processing, Systems Design, Data Pipelines, Data Infrastructure, Data Quality, MLOps (Machine Learning Operations), Google Cloud Platform, Data Modeling, Data Management, Data Warehousing, Machine Learning, Big Data, Scalability, Cloud Security, Performance Tuning
Advanced · Course · 1 - 3 Months

Skills you'll gain: Extract, Transform, Load, Data Migration, Cloud Storage, Google Cloud Platform, Data Processing, Data Pipelines, Data Infrastructure, Big Data, Data Storage, Metadata Management, Data Management, Automation, Serverless Computing
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Pipelines, Data Sharing, Data Migration, Google Cloud Platform, Cloud Storage, Metadata Management, Extract, Transform, Load, Data Processing, Apache Airflow, Data Integration, Data Storage, Data Lakes, Automation, Serverless Computing, SQL
Beginner · Course · 1 - 3 Months

Skills you'll gain: Google Cloud Platform, Data Lakes, Extract, Transform, Load, Cloud Storage, Data Pipelines, Data Migration, Data Processing, Data Integration, SQL, Data Transformation, Data Sharing, Automation, Data Management
Beginner · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Data Infrastructure, Machine Learning, Systems Design, Data Processing, Data Pipelines, Data Architecture, Big Data, Cloud Engineering, Data Visualization, Cloud Security, Data Storage, Scalability
Advanced · Course · 1 - 3 Months

Skills you'll gain: MLOps (Machine Learning Operations), Data Processing, Data Pipelines, Systems Design, Google Cloud Platform, Data Infrastructure, Data Architecture, Data Analysis, Security Controls, Machine Learning, Data Modeling, Cloud Security, Data Visualization, Data Migration, Data Storage Technologies, Scalability
Advanced · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Web Scraping, Data Processing, Data Store, Relational Databases, Data Visualization, JSON, Database Design, SQL, Network Protocols, Databases, Web Services, Restful API, Data Modeling, Programming Principles, Application Programming Interface (API), Database Management, Data Cleansing, Data Structures, Computer Programming, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering, Generative AI, Dimensionality Reduction, Natural Language Processing, Large Language Modeling, OpenAI, Text Mining, Applied Machine Learning, LLM Application, Statistical Machine Learning, Data Processing, Databases, Feature Engineering, Python Programming, Supervised Learning, Artificial Intelligence, Unsupervised Learning, Pandas (Python Package), Data Transformation, NumPy
Intermediate · Specialization · 3 - 6 Months

University of Michigan
Skills you'll gain: Text Mining, Natural Language Processing, Data Processing, Unstructured Data, Feature Engineering, Data Manipulation, Data Cleansing, Python Programming, Unsupervised Learning, Machine Learning Algorithms, Supervised Learning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Excel Formulas, Data Storytelling, Microsoft Excel, Dashboard, Pivot Tables And Charts, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Spreadsheet Software, Extract, Transform, Load, Data Literacy, Data Presentation, Data Visualization Software, Generative AI, Data Visualization, Data Analysis, Business Intelligence, Data Processing, Data Collection, Business Metrics
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Unsupervised Learning, Predictive Modeling, Supervised Learning, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Scikit Learn (Machine Learning Library), Data Science, Data Processing, Unstructured Data, Algorithms
Mixed · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Tensorflow, Computer Vision, Image Analysis, Keras (Neural Network Library), Natural Language Processing, Time Series Analysis and Forecasting, Deep Learning, Artificial Neural Networks, Generative AI, Predictive Modeling, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Text Mining, Machine Learning Methods, Forecasting, Data Processing, Machine Learning, Supervised Learning
Intermediate · Professional Certificate · 3 - 6 Months
Gain the knowledge and skills you need to advance.

This role has a $137,984 median salary ¹.

A Data Engineer builds data pipelines for large datasets, optimizing systems and ensuring reliable data flow using tools like Hadoop and Spark.
This role has a $137,984 median salary ¹.
Offered by




Build toward a degree
Professional Certificate

University of Michigan
Build toward a degree
Specialization

Course


Build toward a degree
Professional Certificate

Course

University of Michigan
Build toward a degree
Specialization


Course

Specialization

University of California San Diego
Course

Course