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Home » DataOps

DataOps

July 11, 2022 by Pohan Lin

Data Lake vs. Data Warehouse: Which to Use?

In 2022, businesses and other organizations face any number of operational challenges. From choosing the right type of business contract to implementing more effective remote working protocols, there’s a lot to think about. But perhaps the most … Read more

How to Manage Multisystem Interaction Consistency with AWS Step Functions

July 9, 2021 by Leo Sorge

How to Manage Multisystem Interaction Consistency with AWS Step Functions

Logistics is one of the most advanced areas in ICT and related technologies today. All recent issues arising - microservices, coexistence with legacy systems, process streamlining, big data cleansing, data streaming - are currently dealt with using … Read more

Database as a Service: the case for PostgreSQL on Kubernetes

July 9, 2021 by Leo Sorge

Database as a Service: The Case for PostgreSQL on Kubernetes

Why Kubernetes? Kubernetes is an orchestration tool that runs containerized workloads in the Cloud. It is a great choice when working towards a manageable and cost-effective digital and data transformation: Kubernetes offers a well-structured … Read more

Bring more AIML projects to production by increasing access to primary dataI

May 24, 2021 by Leo Sorge

Bring More AI/ML Projects to Production by Increasing Access to Primary Data

Building a machine learning model is simple: you collect data, split them into datasets, feed the model with data from an open-source framework, refine the model, retest it, and hey presto!, magic in the making - right?  Well, if that’s your … Read more

Clean water and sanitation spread awareness about the most precious resource for life

May 11, 2021 by Leo Sorge

Clean Water and Sanitation: Data Analysis to Spread Awareness about the Most Precious Resources for Life

Over the past 50 years, our Planet has been seriously injured by the human race. A prodigious environment moved by forces that are in part still a mystery to us is changing as a result. Some would argue that it's fighting against a threat to its own … Read more

Cyber and Data AI

April 27, 2021 by Leo Sorge

Cyber and Data AI

Artificial Intelligence is a very powerful tool that can be used to boost your capabilities and your business. It can be used to optimize existing patterns in data and processes, or to relentlessly explore proactive approaches to finding solutions … Read more

How to Implement Data Version Control and Improve Machine Learning Outcomes

February 26, 2021 by Victorio Duran III

How to Implement Data Version Control and Improve Machine Learning Outcomes

It may surprise you to hear this, but machine learning is in something of a crisis.  In recent years, machine learning researchers have found it increasingly difficult to reproduce the findings made by algorithms. A key problem that has been … Read more

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