Datapao | Uncategorized

12 Aug Statistical Process Control at Scale with Azure Databricks

Posted at 09:11h in Uncategorized by Cagdas Yetkin

Accompanying our clients through their digital transformation journeys by solving their problems is something we are proud of at Datapao. Throughout our journey, we are used to meeting challenges where we eliminate pain points and help our client's decision-making process. We often find ourselves working with...

28 Jan Application of Machine Learning and AI in Industrial Welding

Posted at 11:00h in Uncategorized by Cagdas Yetkin

This case study is a brief introduction to some of the solutions we are engineering in Datapao to generate hard savings for our clients by eliminating Non-Value-Added activities such as manual quality checks and improving the overall productivity. We are going to focus on a specific manufacturing...

16 Nov Aggregations in Apache Spark

Posted at 10:48h in Uncategorized by Cagdas Yetkin

Spark has tremendous value when it comes to aggregation using its flexible DataFrame API. It enables you to execute performant jobs in a distributed fashion. A DataFrame is nothing but a Dataset organized into named columns which makes the concept similar to the data frames...

02 Nov Integrating Apache Spark with H2O.ai

Posted at 14:31h in Uncategorized by Cagdas Yetkin

Integrating Apache Spark with H2O is surprisingly simple when you know what you are doing. In this post, we'll cover multiple data transformations with Spark. The data will then be fed into the H2O AutoML algorithm. Finally, we'll use the best H2O model to make a prediction....

06 May Industry of Things in Datapao

Posted at 14:20h in Uncategorized by Cagdas Yetkin

I spent the past 5 years working on Lean and Six Sigma improvement projects. I was lucky enough to work in both manufacturing and service delivery problems at global scale. I always had my focus on reducing average handling time, improving accuracy and delivering year...

29 Dec Budapest Data Meetup Community Overview 2017

Posted at 15:00h in Uncategorized by Mate Gulyas

This blog post is a short version of the talk “State of the Union” by Mate Gulyas, which he presented at the Data Christmas Meetup at Budapest. Data Christmas is an annual event where all the data related meetups get together to reflect on the...

24 Nov Serverless Structured Logging – Part 1 – The infrastructure

Posted at 11:40h in Uncategorized by datapao

Introduction We all have to deal with logging. Whether it’s in a distributed environment or involving multiple software components, it’s usually a big task. And it’s not just the logging part - you also have to analyze the logs to get certain metrics or insights. To...