New Tech Forum
By Michael Berthold, Paolo Tamagnini, Simon Schmid, and Christian Dietz, Peter Holditch, Piero Cinquegrana, Rahul Mhatre, Rosaria Silipo
5 reasons data science belongs in the cloud
Why laptop-hugging data scientists and server-hugging machine learning practitioners should consider letting go
02/20/19
How to use deep learning to write Shakespeare
LSTM recurrent neural networks can be trained to generate free text. Let’s see how well AI can imitate the Bard
02/13/19
The top 3 serverless problems and how to solve them
Follow these tips to eliminate noncompute bottlenecks, avoid provider throttling and queueing, and keep your serverless functions responsive
02/06/19
Guided automation for machine learning
Implementing a web-based blueprint for semi-automated machine learning, using the open source Knime Analytics Platform
01/23/19
How to automate machine learning
KNIME’s blueprint for guided automation allows business analysts to train, test, and tune machine learning models via web browser
01/16/19
How to manage machine learning models
Monitoring and management not only keep models in tune, but can help streamline the machine learning process
01/09/19
10 JavaScript concepts every Node.js developer must master
Want to build efficient and scalable Node.js apps? Learn how to make JavaScript work for you, not against you
12/13/18
Software licensing: The blind spot in public cloud costs
Software licensing costs can be significantly higher for cloud instances than on-prem servers, or favor one cloud over others
12/05/18
How to build a Redis Streams application
Get started with Redis Streams by creating an end-to-end solution for analyzing Twitter data
11/28/18
How to use consumer groups in Redis Streams
Take advantage of consumer groups in Redis Streams to distribute the processing of a data stream among multiple consumers
11/21/18
How to use Redis Streams
Redis Streams is a new Redis data structure for managing data channels between producers and consumers. Here’s how to get started
11/14/18
Why you should use Gandiva for Apache Arrow
An execution engine for Arrow-based in-memory processing, Gandiva brings dramatic performance improvements to analytical workloads
11/07/18
Managed Kubernetes: AWS vs. Azure vs. Google Cloud
Which managed Kubernetes service should you choose? Amazon EKS, Azure Kubernetes Service, and Google Kubernetes Engine compared
11/01/18
Explainable AI: Peering inside the deep learning black box
Why we must closely examine how deep neural networks make decisions, and how deep neural networks can help
10/24/18
How to build resilient microservices
Resilient microservices require resilient interservice communications. These patterns and Ballerina can help
10/11/18
Mobile app development after PhoneGap and Cordova
Old hybrid mobile development is dead. Welcome to the “new hybrid” starring progressive web apps and JavaScript-driven native apps
10/04/18
How to secure your PostgreSQL database
Follow these steps to enable SSL connections and properly configure user privileges to keep your database secure
09/19/18
When to use a CRDT-based database
Learn why, when, and how to use conflict-free replicated data types to bring strong eventual consistency to your geo-distributed applications
09/13/18
How to achieve large-scale IoT with relational databases
With these key optimizations, your favorite relational database can support the high connection volumes and high-speed ingestion rates of IoT workloads
08/30/18
7 steps to better code reviews
Code reviews make better software, better developers, and better teams. Follow these steps to getting them right
08/23/18
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