Pipeline

In the last installment of the Dataflow course series, we will introduce the components of the Dataflow operational model. We will examine tools and techniques for troubleshooting and optimizing pipeline performance. We will then review testing, deployment, and reliability best practices for Dataflow pipelines. [...]

This course introduces the key steps involved in the data mining pipeline, including data understanding, data preprocessing, data warehousing, data modeling, interpretation and evaluation, and real-world applications. Data Mining Pipeline can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree [...]

AWS: CI/CD Pipelines and Deployment Strategies Course is the second course of Exam Prep: AWS Certified DevOps Engineer - Professional Specialization. This course assists learners with the knowledge of Software development lifecycle (SDLC) concepts, phases, and models. The course also focuses on Pipeline deployment, Testing, and Configuring artifact repositories. [...]

This is the second of three courses in the Google Business Intelligence Certificate. In this course, you'll explore data modeling and how databases are designed. Then you’ll learn about extract, transform, load (ETL) processes that extract data from source systems, transform it into formats that enable analysis, and drive [...]

This course is designed for business professionals that want to learn how to gather results from previous stages of the data science project and present them to stakeholders. Learners will communicate the results of a model to stakeholders, be shown how to build a basic web app to demonstrate [...]

Talend certification exams measure candidates’ skills to ensure that they have the knowledge to successfully implement quality projects. It is recommended to have at least 6 months experience using Talend products and general knowledge of data integration architecture and advanced features before preparing for a Talend [...]

In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows, watermarks and triggers. We then cover options for sources [...]

This course is an introduction to Continuous Integration and Continuous Delivery (CI/CD), a DevOps best practice to ensure code quality is achieved. It includes multiple hands-on labs using real-world tools to practice your CI/CD skills.