4. How to prevent data pipeline breakage4. 如何防止数据管道断裂5. Apache Kafka 5. 阿帕奇卡夫卡 Here is the link to my previous part on Data Quality and Governance:以下是我之前关于数据质量和治理的部分的链接: Data Engineering concepts: Part 3, Data Quality and Governance数据工程概念:第 3 部分...
2. What is an example of an ELT pipeline? 3. What is the difference between ETL and ELT pipelines? Radhika Gholap Data Engineering Expert Radhika has over three years of experience in data engineering, machine learning, and data visualization. She is an expert at creating and implementing da...
1. ETL (extract, transform and load) processes An ETL process is a type of data pipeline that extracts raw information from source systems (such as databases or APIs), transforms it according to specific requirements (for example, aggregating values or converting formats) and then loads the tra...
consumption, model deployment, pipeline monitoring, etc. • Collaborate with other departments on Hadoop access flow. Minimum Qualifications • Computer science or related background • 4+ years of data engineering and/or software development experience with Java, Scala or ...
This is Part 7 of my 10 part series of Data Engineering concepts. And in this part, we will discuss about the importance of DevOps practices.这是我的 10 个数据工程概念系列的第 7 部分。在这一部分中,我们将讨论DevOps实践的重要性。 Contents: 内容:1. DevOps 1. DevOps的2. Tools used an...
In terms of data pipeline there are several terms that can match the requirements of Data Science. Let us look at some of these terms below: Data Engineering: Data engineering is the process of creating systems that make it possible to collect and use data. Typically, this data is utilized...
Data Pipeline,中文译为数据工作流。 你所要处理的数据可能包含CSV文件、也可能会有JSON文件、Excel等各种形式,可能是图片文字,也可能是存储在数据库的表格,还有可能是来自网站、APP的实时数据。 在这种场景下,我们就迫切需要设计一套Data Pipeline来帮助我们对不同类型的数据进行自动化整合、转换和管理,并在这个基础...
63. Explain how a Bloom Filter works and where it might be used in a data engineering pipeline. A Bloom Filter is a probabilistic data structure used to test whether an element is a member of a set. It can introduce false positives but not false negatives. It is used to reduce unnecessa...
A Data Engineering project. Repository for backend infrastructure and Streamlit app files for a Premier League Dashboard. pythongodockerbigquerygoogle-clouddata-visualizationdata-pipelinedata-engineerfirestoreprefectcloud-runstreamlit UpdatedMay 25, 2024 ...
It also boasts an easy-to-use platform, no-code data pipeline automation, and version control support. 26. Rivery – Cloud-based ETL with automation Rivery is a cloud-based ETL platform (and SaaS ELT platform). Yet you can also use custom code to make the solution work for you. It...