Infor EAM (Enterprise Asset Management) offers companies maximization of reliability and performance of assets, prediction of equipment failure and their preventative maintenance. With an innovative workflow, alert management, A.I. mobility, analytics, Iot and drone technologies, it consolidates all asset data into a single, integrated repository to improve productivity. With Infor EAM you can integrate many […]
A.I solutions currently available
With Artificial Intelligence being such a popular topic at the moment, there can be a lot of pressure for businesses to incorporate it into their business strategy. Often this pressure comes without explicit knowledge or direction of what A.I tools are out there at the moment. With that in mind, we decided to put together […]
Apache Spark Build in Functions
PySpark Pandas All code can be downloaded below and you can run it complete for free in Google Colab. from pyspark.sql import functions print(dir(functions)) AutoBatchedSerializer Column DataFrame DataType PandasUDFType PickleSerializer PythonEvalType SparkContext StringType ascii asin atan atan2 basse64 bitwiseNOT blacklist UserDefinedFunction abs acos add_onths approxCountDistinct apprrox_count_distinct array array_containsss asc broadcast bround cbrt ceil coalesce col […]
Spark vs Pandas vs Dask
So if you know Pandas why should you learn Apache Spark? Pandas features: Tabular data ( and here more features than Spark ) Pandas can handle to million rows Limit to a single machine Pandas is not a distributed system. Dask vs Spark Apache Spark Dask Language Scala, Java, Python, R, SQL Python Scale 1-1000 […]
Databricks Setup
Apache Spark and Databricks are getting more and more popular. 2018 and 2019 ist was the most important language zu learn. In our next days we go throw the most important steps about Azure Databricks and Apache Spark. So first why is Apache Spark so popular? With Apache Spark you can run programs 100 times […]