Tag: Data and analytics
-
How to increase push notification delivery rate in Android?
Posted on December 9, 2020, Level intermediate Resource Length long
Notifications are one of the important parts of any application. Almost every application on your mobile device will be sending some or other kind of notification. By Sumit Mishra.
Tags frontend-and-mobile product-and-design backend-development data-and-analytics cloud-and-infrastructure
-
How to grid search deep learning models for time series forecasting
Posted on November 29, 2020, Level intermediate Resource Length medium
Grid searching is generally not an operation that we can perform with deep learning methods. This is because deep learning methods often require large amounts of data and large models, together resulting in models that take hours, days, or weeks to train. By Jason Brownlee.
Tags how-to ai-and-machine-learning data-and-analytics
-
Learn how to use webhooks by connecting NodeJS, IFTTT and Twitter
Posted on November 28, 2020, Level intermediate Resource Length medium
In this guide, you'll learn what webhooks are and how they work. You'll then put together a simple Webhook integration for IFTTT and Twitter, using Node and a simple Express app. By Robbie Cahill.
Tags how-to architecture-and-apis data-and-analytics backend-development product-and-design frontend-and-mobile
-
Pulsar advantages over Kafka
Posted on November 19, 2020, Level intermediate Resource Length medium
Recently, author has been looking at Pulsar and how it compares to Kafka. A quick search will show you that there is a current war between the two most famous open source messaging systems. By Javier Ramos.
Tags data-and-analytics devops-and-ci-cd architecture-and-apis product-and-design
-
Stateful serverless on Google Cloud with Cloudstate and Akka Serverless
Posted on November 14, 2020, Level intermediate Resource Length medium
In recent years, stateless middle-tiers have been touted as a simple way to achieve horizontal scalability. But the rise of microservices has pushed the limits of the stateless architectural pattern, causing developers to look for alternatives. By James Ward, Developer Advocate at Google Cloud and Viktor Klang, Head of Cloud Engineering and Deputy CTO at Lightbend.
Tags architecture-and-apis data-and-analytics backend-development cloud-and-infrastructure
-
What is Ask Pattern in Akka?
Posted on November 13, 2020, Level intermediate Resource Length short
In Akka, ask is a pattern and involves Actors as well as Futures. Ask is used to sends a message asynchronously and it returns a Future which represents a possible reply. If the actor does not reply and complete the future, it will expire after the timeout period. After the timeout period, it throws a TimeoutException. By Purva Agrawal.
Tags architecture-and-apis data-and-analytics backend-development software-engineering
-
Modern Distributed Data Architecture with Event Streams, Stream Processing and Derived Data
Posted on November 12, 2020, Level beginner Resource Length medium
Some of the most interesting projects I worked on at LinkedIn involved building large scale real-time pricing and machine learning products. They required crafting fault-tolerant distributed data architectures to support model training, forecasting and dynamic control systems. By Luthfur Chowdhury.
Tags cloud-and-infrastructure data-and-analytics architecture-and-apis leadership-and-career
-
Getting started with Python library Numpy
Posted on November 6, 2020, Level beginner Resource Length medium
NumPy is a open source Python library that handles multidimensional arrays and matrices with a huge library of mathematical functions to manipulate arrays. By Shahid Siddique.
Tags backend-development data-and-analytics
-
How to run TensorFlow Lite models on Raspberry Pi
Posted on November 5, 2020, Level beginner Resource Length long
Ahmed Fawzy Gad published this piece about running machine learning on edge devices. The deep learning models created using TensorFlow require high processing capabilities to perform inference. Fortunately, there is a Lite version of TensorFlow called TensorFlow Lite (TFLite for short) which allows such models to run on devices with limited capabilities. Inference is performed in less than a second.
Tags ai-and-machine-learning product-and-design business-and-emerging-tech data-and-analytics
-
How many jobs do robots really replace?
Posted on October 30, 2020, Level beginner Resource Length medium
New research puts a number on the job costs of automation. In many parts of the U.S., robots have been replacing workers over the last few decades. But to what extent, really? Some technologists have forecast that automation will lead to a future without work, while other observers have been more skeptical about such scenarios. By Massachusetts Institute of Technology, original written by Peter Dizikes.
Tags business-and-emerging-tech data-and-analytics leadership-and-career
-
Data-driven software architecture
Posted on October 29, 2020, Level beginner Resource Length short
The web continues to grow and expand in innovative ways. At the same time, few seem to notice that the way web applications are currently built is dragging us ever deeper into technical debt. Software-centric architecture and legacy technologies used to implement it are at odds with the potential of the web. At best they are wildly inefficient, and at worst they are heading us into a software apocalypse. By AtomGraph.
Tags architecture-and-apis devops-and-ci-cd frontend-and-mobile product-and-design leadership-and-career data-and-analytics
-
Setting Google Analytics on a Jekyll website and implementing cookie consent collect
Posted on October 27, 2020, Level beginner Resource Length long
It is very useful to have Google Analytics on your website to have an idea of how many (or how few) people are visiting. Using Google Analytics on a website requires a valid consent from visitors (Because of ePrivacy Directive and not the GDPR). By Coralie Collignon.
Tags data-and-analytics miscellaneous frontend-and-mobile