Bringing machine learning models into production
Developing and bringing machine learning models into production is a task with a lot of challenges. These include model and attribute selection, dealing with missing... Read more.
Google Cloud Data Engineer Exam Preparation
This is a little text with all the stuff that helped me prepare for the Google Cloud Data Engineer Exam. There are a lot of courses and resources, that help you... Read more.
AVRO schema generation with reusable fields
Why use AVRO and AVRO Schema? There are several serialized file formats out there, so chosing the one most suited for your needs is crucial. This blog entry will... Read more.
Plumber: Getting R ready for production environments?
R Project and Production Running R Project in production is a controversially discussed topic, as is everything concerning R vs Python. Lately there have been some... Read more.
Analytics Platform: An Evolution from Data Lake
Analytics Platform Having built a Data Lake for your company’s analytical needs, there soon will arise new use cases, that cannot be easily covered with the... Read more.
Building a Productive Data Lake: How to keep three systems in sync
Three Systems for save Development When you are building a productive Data Lake it is important to have at least three environments: Development: for development,... Read more.
Apache AVRO: Data format for evolution of data
Flexible Data Format: Apache AVRO Apache AVRO is a data serialization format. It comes with an data definition format that is easy to understand. With the possibility... Read more.
Apache HAWQ: Building an easily accessable Data Lake
Data Lake vs Datawarehouse The Data Lake Architecture is an up and coming approach to making all data accessible through several methods, be that in real-time or... Read more.
Apache HAWQ: Full SQL and MPP support on HDFS
Pivotal ported their massively parallel processing (MPP) database Greenplum to Hadoop and made it open source as an incubating project at Apache, called Apache HAWQ.... Read more.
Apache Zeppelin: Use with remote Spark cluster and Yarn
Apache Zeppelin is pretty usefull for interactive programming using the web browser. It even comes with its own installation of Apache Spark. For further information... Read more.