O'Reilly Media - Data

DECEMBER 10, 2019

In that article, we talked about Andrej Karpathy’s concept of Software 2.0. We can collect many examples of what we want the program to do and what not to do (examples of correct and incorrect behavior), label them appropriately, and train a model to perform correctly on new inputs. Instead, we can program by example.

Software 261

Software Machine Learning Artificial Inteligence Conference 261

CircleCI

NOVEMBER 18, 2020

This model creates a new instance of a Blog and adds articles to it. type Article struct {. Articles [] Article. }. func ( b * Blog ) SaveArticle ( article Article ) {. Articles [] Article. }. func ( b * Blog ) SaveArticle ( article Article ) {. Articles = append ( b.

Continuous Integration 119

Continuous Integration Applications Software Review Technical Review 119

Toptal

AUGUST 28, 2019

For a successful natural language processing project, collecting and preparing data, building resilient pipelines, and getting "model ready" can easily take months of effort even with the most talented engineers. But what if we could reduce the data required to a fraction?

Open Source 83

Open Source Engineering Tools Data 83

Exadel

JULY 1, 2021

Raman Khvashcheuski, DevOps Department Manager at Exadel defines GitOps as a pattern, where a source control system (like Git) is used as a reliable source of information about infrastructure and any changes can be applied just after a pull-request (classic pipeline for Git). Previous article.

How To 52

How To DevOps Infrastructure Resources 52

O'Reilly Media - Ideas

MARCH 26, 2024

It’s ironic that, in this article, we didn’t reproduce the images from Marcus’ article because we didn’t want to risk violating copyright—a risk that Midjourney apparently ignores and perhaps a risk that even IEEE and the authors took on!) Paying for links breaks the way search engines work, and it undermines how the web works, too.

ChatGPT 117

ChatGPT Artificial Inteligence Generative AI Technical Review 117

Dzone - DevOps

JANUARY 16, 2023

BindPlane OP is a powerful open-source tool that makes it easy to build and manage telemetry pipelines to ship data from IT environments of any kind and size to any analysis tool or storage destination.

Data 52

Data Open Source Storage Analysis 52

Perficient

FEBRUARY 13, 2024

The platform regularly deploys updates and new features, necessitating rigorous testing to ensure the integrity and performance of its data pipelines. The complexity of data pipelines makes it challenging to identify all possible test scenarios. to automate the generation of test cases for their data pipelines. …Let’s see.

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

Apiumhub

JANUARY 26, 2022

So, along with data scientists who create algorithms, there are data engineers and today’s article is about them. As it is a relatively new role, in this article we’ll explain what a data engineer is, key data engineer responsibilities and skill sets. Who are data engineers? Essential Data Engineer skills.

Data Engineering 52

Data Engineering Engineering Data Machine Learning 52

Altexsoft

MAY 27, 2020

Models on production are managed through a specific type of infrastructure, machine learning pipelines. What is a machine learning pipeline? A machine learning pipeline (or system) is a technical infrastructure used to manage and automate ML processes in the organization. Machine learning production pipeline.

Machine Learning 89

Machine Learning Artificial Inteligence Architecture Training 89

Hacker Earth Developers Blog

MAY 31, 2022

Companies needed to think on their feet to organize their summer internships as well as figure out ways to fill their candidate pipeline. The latter of which make up a majority of your target audience in this article. The number of resumes collected and live chat interactions initiated. What interview to offer ratio do you get.

Recruiting 130

Recruiting Virtualization Strategy Budget 130

Cloudera

OCTOBER 11, 2022

A recent VentureBeat article , “4 AI trends: It’s all about scale in 2022 (so far),” highlighted the importance of scalability. The article goes on to share insights from experts at Gartner, PwC, John Deere, and Cloudera that shine a light on the critical role that data plays in scaling AI. . This excerpt from the article sums it up:

Data 90

Data Analytics Government Cloud 90

Altexsoft

JULY 23, 2020

This article. I/CD ) practices for deploying and updating machine learning pipelines. DataOps covers all steps of the data lifecycle, from collection to analyzing and reporting, and automates them where possible. The approach is especially helpful for organizations that work with large datasets and complex data pipelines.

Artificial Inteligence 145

Artificial Inteligence Machine Learning DevOps Tools 145

Hacker Earth Developers Blog

JANUARY 29, 2023

In this article, we’ll share how candidate relationship management software can help you improve in these areas and strengthen your recruitment processes. Create a wider talent pool With the recruitment CRM, you can collect the candidate’s information—their name, email address, CV, and other information. Let’s read.

Recruiting 130

Recruiting Software Review Technical Review Social 130

O'Reilly Media - Ideas

JULY 28, 2020

In this article, we turn our attention to the process itself: how do you bring a product to market? Fair warning: if the business lacks metrics, it probably also lacks discipline about data infrastructure, collection, governance, and much more.) Figure 2: CRISP-DM aligned with AI Pipeline. Identifying the problem.

Marketing 145

Marketing Weak Development Team Metrics UI/UX 145

CircleCI

APRIL 29, 2022

You have a plan to implement automated, complete CI/CD pipelines. These kinds of complicated processes often require a dedicated delivery manager to collect and present all relevant feature briefs, test data, security assessment, and rollback plans to a committee of decision makers in the company. Now you can set up your pipeline.

Policies 52

Policies Software Review Delivery Management Technical Review 52

O'Reilly Media - Ideas

MAY 20, 2020

However, this Article argues that source code also carries a paradoxical character that is peculiar to software: the very substance of what is secluded often stems from the most public of origins, and often produces the most public of implications.

Artificial Intelligence 54

Artificial Intelligence Artificial Inteligence Open Source Research 54

O'Reilly Media - Ideas

JUNE 9, 2020

I first learned about Emmanuel through articles on his blog. ) You need to collect relevant data for training, and deploy pipelines that will feed data to the model when it is in production. You need to understand whether a problem can be solved—and if not, how to reframe the problem so that it can be.

Machine Learning 108

Machine Learning Artificial Inteligence Training Metrics 108

CircleCI

MARCH 21, 2022

Deploying the app to Heroku using scheduled pipelines. In this tutorial, I will guide you through the process of scheduling a backup version of your application’s database at a defined regular interval using CircleCI’s scheduled pipelines. This tutorial is a companion to Automating database cleanup with scheduled pipelines.

Backup 52

Backup Applications Azure Storage 52

Datavail

APRIL 13, 2022

The fields of business intelligence and analytics depend on a reliable, consistent ETL pipeline that continually gives users access to fresh, up-to-the-minute information. To get the most from their ETL pipelines, businesses need to tweak and optimize their workflow on a regular basis. How to Optimize Your ETL Pipeline.

Data 52

Data How To Case Study Storage 52

Confluent

MARCH 26, 2019

This article describes how to instrument Kafka-based applications with distributed tracing capabilities in order to make dataflows between event-based components more visible. We will cover Kafka clients, Kafka Streams applications, Kafka Connect pipelines and KSQL. Distributed tracing with Zipkin. Zipkin Architecture Overview.

Applications 111

Applications Transportation Architecture Open Source 111

CircleCI

JANUARY 13, 2023

On January 4, 2023, at 6:30 PM PST / January 5, 2023, at 02:30 UTC, we sent disclosure emails, posted a security notification on our blog , notified customers via our social media accounts and our Discuss forum , and created a support article on how to perform the recommended security steps. We want to be clear.

Report 145

Report Systems Review Malware Software Review 145

CircleCI

AUGUST 4, 2022

This collection of agents and actors involved in the software development lifecycle (SDLC) is called the software supply chain. This article explores code signing, how it works, and its importance in hardening application security. When creating an application, developers often rely on many different tools, programs, and people.

Software Review 98

Software Review SDLC Malware Authentication 98

CircleCI

SEPTEMBER 9, 2022

In this article, I will cover the most common security issues for mobile apps and highlight popular security tests. I will also discuss best practices for security testing in mobile apps and review tools for securing mobile applications in a CI/CD pipeline. Tools for securing mobile applications in your CI/CD pipeline.

Mobile 52

Mobile Testing Weak Development Team Tools 52

O'Reilly Media - Ideas

FEBRUARY 4, 2019

Given the end-to-end nature of many data products and applications, sustaining ML and AI requires a host of tools and processes, ranging from collecting, cleaning, and harmonizing data, understanding what data is available and who has access to it, being able to trace changes made to data as it travels across a pipeline, and many other components.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Enterprise 111

Dzone - DevOps

SEPTEMBER 29, 2021

At the end of this article, you'll have yourself an automated Docker setup that will help you: Run smart contract tests with testRPC. Help collect data logs for future evaluation. Just like that, we've our dockerized smart-contract pipeline ready. Perform deployments on your chosen network.

Development 139

Development Testing Network System 139

Lacework

MAY 5, 2022

In this article, we’ll explore what cloud security is, what the risks of cloud computing are, and highlight strategies you can implement to keep your cloud services secure. Cloud security is a collection of predefined steps and technologies that aim to address and prevent both external and internal threats to application security.

Cloud 98

Cloud Development Team Review Software Review Systems Review 98

Sunflower Lab

JANUARY 18, 2021

In this article, we’ll be telling you how you can setup CI-CD pipeline on Bitrise for your Flutter Application. . It is a collection of tools and services to help you with the development and automation of your software projects. . In following part of this article, we’ll be covering all these sections one by one.

Applications 85

Applications Software Review How To Mobile 85

Prisma Clud

JANUARY 24, 2023

Kubernetes doesn’t exist in a vacuum; in most cases, it leverages infrastructure as code (IaC) and is part of a continuous integration/continuous delivery (CI/CD) pipeline that DevOps teams use to deliver software. However, there’s never a guarantee that unforeseen vulnerabilities won’t arise within a runtime environment.

DevOps 52

DevOps Software Review Systems Review Infrastructure 52

Daniel Bryant

SEPTEMBER 16, 2022

Moving to the cloud through the lens of API gateways This article explores the benefits and challenges of moving to the cloud through the lens of API gateways and highlights the new practices and technologies that you will need to embrace. “Our For example, using build pipelines or a GitOps continuous delivery process ).

Load Balancer 95

Load Balancer Cloud Continuous Delivery Microservices 95

O'Reilly Media - Data

APRIL 3, 2018

After one sets up infrastructure for collecting, storing, and querying these data types, the next step is to uncover interesting patterns or to use them to make predictions. Media articles on machine learning over emphasize algorithms and models. Data Integration and Data Pipelines sessions. Data Platforms sessions.

Machine Learning 154

Machine Learning Artificial Inteligence Company Case Study 154

CircleCI

MARCH 6, 2020

This article is an introduction to using CircleCI orbs to build and push production-grade Docker images to the Amazon Elastic Container Registry (ECR) for storage. Familiarity with the tools and technologies used in this article is preferred but not necessary. Registries make a fully automated pipeline like this much easier.

AWS 59

AWS Policies DevOps Resources 59

Altexsoft

FEBRUARY 11, 2023

In the article, we explore the role of a data architect, discuss the responsibilities and required skills, and share what kind of companies may need such a specialist. Data architecture is the organization and design of how data is collected, transformed, integrated, stored, and used by a company. What is a data architect?

Data 87

Data Data Engineering Big Data Architecture 87

Altexsoft

JUNE 14, 2021

This article will explore the topic and its importance, how some insurers are already implementing it as their business model, how to approach personalization, and the challenges companies may encounter trying to implement it. Insurers use data collected from smart devices to notify customers about harmful activities and lifestyles.

Insurance 88

Insurance Machine Learning Artificial Inteligence Policies 88

Netflix Tech

NOVEMBER 13, 2023

In this blog post, we will introduce speech and music detection as an enabling technology for a variety of audio applications in Film & TV, as well as introduce our speech and music activity detection (SMAD) system which we recently published as a journal article in EURASIP Journal on Audio, Speech, and Music Processing.

Journal 89

Journal Training Architecture Systems Review 89

xmatters

NOVEMBER 23, 2022

This article discusses how incident commanders can extract valuable data and turn that data into actionable insights using xMatters. Example 3: Data Pipeline Issues. The key is to collect data from all sources that matter and make sense of it in real time. Turning Information into Action.

Systems Review 98

Systems Review Analysis Tools Examples 98

Netflix Tech

MARCH 7, 2024

In this article, we cover a few key integrations that we provide for various layers of the Metaflow stack at Netflix, as illustrated above. We use metaflow.Table to resolve all input shards which are distributed to Metaflow tasks which are responsible for processing terabytes of data collectively.

System 90

System Machine Learning Artificial Inteligence Training 90

CIO

FEBRUARY 14, 2023

It’s streaming data that’s collected, processed, and analyzed on a continuous basis. A modern real-time operational data store ( Apache Cassandra ® is a great example of a database used for real-time AI by the likes of Apple, Netflix, and FedEx) makes it easier to integrate data from real-time streams and CDC pipelines.

Artificial Inteligence 266

Artificial Inteligence Strategy Data Machine Learning 266