Systems | Development | Analytics | API | Testing

Snowflake's Annual Modern Marketing Data Stack Report: Being Named a "Leader in Integration and Modeling" is Just the Beginning

With marketing analytics now influencing more than half (53%) of marketing decisions, there’s finally some good data around using data in marketing. In fact, Gartner found that when analytics influences less than 50% of decisions, organizations find it challenging to prove the value of their marketing.

MLOps Live #24: How to Build an Automated AI ChatBot

In this MLOps Live session, Gennaro, Head of Artificial Intelligence and Machine Learning at Sense, describe how he and his team built and perfected the Sense chatbot, what their ML pipeline looks like behind the scenes, and how they have overcome complex challenges such as building a complex natural language processing ( NLP) serving pipeline with custom model ensembles, tracking question-to-question context, and enabling candidate matching.

Dataflow Programming with Apache Flink and Apache Kafka

Recently, I got my hands dirty working with Apache Flink®. The experience was a little overwhelming. I have spent years working with streaming technologies but Flink was new to me and the resources online were rarely what I needed. Thankfully, I had access to some of the best Flink experts in the business to provide me with first-class advice, but not everyone has access to an expert when they need one.

How to Build a Successful Microservices Architecture

Monolithic architectures have long been the go-to when it comes to software design and building applications. However, monolithic architectures have their fair share of drawbacks and make it harder to make changes to an application efficiently. Therefore, monolithic architectures have given way to a new type of architecture that allows developer teams to make faster and more efficient changes, known as microservices architecture.

Building Dynamic Aggregate APIs with GraphQL

Domain-driven designs are popular in organizations that have complex domain models and wish to organize engineering around them. REST-based architectures are a common choice for implementing the API entry point into these domains. REST-based solutions are straightforward for the API builder and for API consumers concerned with data from a single API. But what about developers tasked with aggregating information across domains?

The Advantages of Cloud SFTP

Data management is a critical aspect of any business, and secure, efficient data transfer mechanisms are an absolute must. This is where Secure File Transfer Protocol (SFTP) comes into play, offering a method to transfer files securely over networks. However, with the rise of cloud computing, a more accessible, scalable, and cost-effective solution has emerged: Cloud SFTP.

How to Test GraphQL APIs

This year, we’ve witnessed a significant shift in the tech landscape. Industry giants like Amazon (AWS), Facebook, Twitter, GitHub, and others are embracing GraphQL APIs, both for their internal operations and external interactions. GraphQL, hailed as the SQL for APIs, is more than a query language – It's a runtime that efficiently retrieves data from databases.