Tag: Data and analytics
-
10 common SQL operations to perform using Pandas
Posted on August 30, 2021, Level beginner Resource Length medium
One of the key features of being a data analyst is to query the data from files, databases etc to perform some data manipulation or visualisation and sometimes it's much better if we can do it directly through code instead of looking into the database tables over and over again.. By Akash Mishra.
Tags data-and-analytics ai-and-machine-learning backend-development
-
The dos and don'ts of machine learning research
Posted on August 24, 2021, Level beginner Resource Length medium
Machine learning is becoming an important tool in many industries and fields of science. But ML research and product development present several challenges that, if not addressed, can steer your project in the wrong direction. By Ben Dickson.
Tags data-and-analytics how-to ai-and-machine-learning leadership-and-career
-
Introduction to Akka Streams
Posted on August 22, 2021, Level beginner Resource Length medium
Akka Streams is a library to process and transfer a sequence of elements. It is built on top of Akka Actors to make the ingestion and processing of streams easy. As it is build on top of Akka Actors, it provide a higher-level abstraction over Akka's existing actor model. By Asbin Bhadra.
Tags architecture-and-apis data-and-analytics software-engineering backend-development
-
First look at Akka Serverless
Posted on August 21, 2021, Level intermediate Resource Length long
Akka Serverless exposes part of the open-source battle-tested Akka framework as an as-a-service offering. If you ever wondered what a fully managed version of Akka Cluster+Sharding+Persistence would look like, here's the answer! If you don't know what Akka is at all, don't worry — we'll cover all the necessary details. By Adam Warski.
Tags architecture-and-apis data-and-analytics product-and-design backend-development devops-and-ci-cd
-
How to do machine learning without an army of data scientists
Posted on August 14, 2021, Level beginner Resource Length medium
Machine learning is still harder than it needs to be. The open-source tool ModelDB and the ML model management platform Verta can help. By Matt Asay.
Tags data-and-analytics business-and-emerging-tech
-
Assembly Language on the Pi: Learning how to walk again
Posted on August 13, 2021, Level beginner Resource Length medium
Simon Humphreys shares how Raspberry Pi's ARM processor makes it a great tool for A level students to get their hands dirty with assembly language.
Tags product-and-design business-and-emerging-tech data-and-analytics
-
Integrating Firebase with React Native
Posted on August 6, 2021, Level intermediate Resource Length medium
Firebase is a Backend as a Service (BaaS) that provides an advantage to mobile developers who use React Native for developing mobile applications. As a React Native developer, by using Firebase you can start building an MVP (minimum viable product), keeping the costs low and prototyping the application pretty fast. By Aman Mittal.
Tags product-and-design data-and-analytics frontend-and-mobile
-
What is telemetry?
Posted on July 28, 2021, Level intermediate Resource Length medium
Customers require an easy process to gather the data from these various products and communicate it for monitoring and analysis. That is the basis for where and why telemetry was created. By logicmonitor.com.
Tags devops-and-ci-cd product-and-design leadership-and-career data-and-analytics cloud-and-infrastructure
-
Hand labeling considered harmful
Posted on July 26, 2021, Level beginner Resource Length long
Labeling training data is the one step in the data pipeline that has resisted automation. It's time to change that. By Shayan Mohanty and Hugo Bowne-Anderson @oreilly.com.
Tags leadership-and-career data-and-analytics
-
Ransomware payouts in review. Highest Payments, trends & stats
Posted on July 24, 2021, Level intermediate Resource Length medium
Ransomware has come to be a customary instrument in the arsenal of cybercriminals who routinely attack individuals and organizations. Under such circumstances, their victims experience financial damage either by owning up to large ransomware payouts or by bearing the price of recovering from attacks. By Alina Georgiana Petcu.
Tags security-and-privacy leadership-and-career data-and-analytics cloud-and-infrastructure
-
4 Patterns for microservices architecture in Couchbase
Posted on July 22, 2021, Level intermediate Resource Length medium
Microservices have emerged as a common architecture pattern over the last decade. By Craig Buckler.
Tags architecture-and-apis devops-and-ci-cd data-and-analytics
-
How to use IndexDB to manage state in JavaScript
Posted on July 21, 2021, Level intermediate Resource Length medium
This article explains how to use IndexedDB to store state in a typical client-side JavaScript application. IndexedDB has good cross-browser support and offers at least 1GB of storage. By Craig Buckler.
Tags data-and-analytics frontend-and-mobile