Sadhiesh

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The Noob's Prelude to Hadoop: Part 1 - What is "Hadoop"???

The Road Ahead: What This Series Will Cover Any blog on Hadoop needs at least a brief introduction to the… by josiah-b

Big Data

Scaling Kubernetes to 2,500 nodes

We've been running Kubernetes for deep learning research for over two years. While our largest-scale workloads manage bare cloud VMs directly, …

Why You Should Charge Clients More Than You Think You’re Worth

One of the most challenging decisions freelancers, solopreneurs, and independent consultants face is how much to charge for their time and expertise. What if people complain that you’re overpriced — or, even worse, walk away from a deal with you entirely? But the answer isn’t swinging to the other …

Nonprofits

The Apteo Data Science Workflow

The Need for a Process<p>Creating a new product from scratch is a complicated and long endeavor. Creating a new data-product from scratch is at least as …

5 Database Alerts to Set Up for MongoDB

What’s happening inside your database can have a huge impact on your application and your customers’ happiness. In this post, we’ll talk through some …

Databases

MongoDB: Normalization vs Denormalization

One of the important steps of planning a application is how you will represent your data. How will you organize your database's collections and …

MongoDB Schema Design: Four Real-World Examples

In this advanced schema design presentation, we examine four real-world scenarios and examine several possible solutions to each problem.

Machine-learning cloud platforms get to work | Ars Technica

Analytic platforms as a service (PaaS) could shorten machine-learning learning curve.<p>The machine-learning smarts that help Google know what’s in a …

Pattern: Service Mesh

Since their first introduction many decades ago, we learnt that distributed systems enable use cases we couldn’t even think about before them, but …

Considerations for CIOs and IT Implementers to Assess Kubernetes

Kubernetes is but one permutation of orchestrated distribution. At the moment, it’s the one with the largest plurality of users, but this horse race …

Kubernetes Production Patterns

... and anti-patterns.<p>We are going to explore helpful techniques to improve resiliency and high availability of Kubernetes deployments and will take …

Container Technologies Overview

Containers are lightweight OS-level virtualizations that allow us to run an application and its dependencies in a resource-isolated process. All the …

Microservices

Mix and match analytics: data, metadata, and machine learning for the win

Creating winning analytics solutions means combining and making the most of different approaches and techniques. Taking a look at how Google does …

Google's amazing AI experiments let you play with neural networks

Google is known for its funky experiments with web technology — just take a look at its Chrome Experiments page, where the company has accumulated over a thousand creative web apps using its web technology.<p>A lot of Google’s products today use machine learning to better serve its users.<p>For example, …

Amazing

The Non-Technical Guide to Machine Learning & Artificial Intelligence

I have a challenge for you.<p>In a few seconds, I want you to <b>stop reading this article, and follow the instructions below.</b><p>Here you go:<p>I hope my point is …

Artificial Intelligence

The Competitive Landscape for Machine Intelligence

Three years ago, our venture capital firm began studying startups in artificial intelligence. AI felt misunderstood, burdened by expectations from science fiction, and so for the last two years we’ve tried to capture the most-important startups in the space in a one-page landscape. (We prefer the …

You Too Can Become a Machine Learning Rock Star! No PhD Necessary.

<b>If you are a strong-armed</b> NFL quarterback who reads defenses like genre fiction, a movie star whose name alone can open a film in China, or a stock …

Artificial Intelligence

Next-generation data science: Open analytics ecosystems

Open data science is proving to be a seedbed for innovation in the world economy. Open data science projects are revolutionizing the fabric of …

Big Data

Eight scenarios with Apache Spark on Azure that will transform any business

<i>This post was authored by Rimma Nehme, Technical Assistant, Data Group.</i><p>Since its birth in 2009, and the time it was open sourced in 2010, Apache …

An Ode to Boring: Creating Open and Stable Container World

An Ode to Boring: Creating Open and Stable Container World<p>Disclaimer: This is my personal opinion, not an official Samsung SDS position.<p>I’ve been …

Key tools of Big Data for Transformation: Review & Case Study

Guest blog post by Syed Danish Ali<p><b>Review</b><p>The challenges of big data can be captured succinctly as follows[1],[2]:<p>Volume; ever increasing volume which …

What is Serverless Computing? Exploring Azure Functions

There's a lot of confusing terms in the Cloud space. And that's not counting the term "Cloud." ;)• IaaS (Infrastructure as a Services) - Virtual …

Software Development

NoSQL Databases: a Survey and Decision Guidance

Together with our colleagues at the University of Hamburg, we — that is Felix Gessert, Wolfram Wingerath, Steffen Friedrich and Norbert …

Databases

Why MongoRocks: Deprecating PerconaFT and MongoDB Optimistic Locking

In this post, we’ll discuss the rationale behind deprecating PerconaFT and embracing RocksDB.<p>Why is Percona Deprecating PerconaFT in Favor of RocksDB?<p>…

Databases

What Are the Best Strategies for Surface to Deep Learning?

We hear a lot about surface to deep learning. In this blog, Peter DeWitt explains the different between the two citing a recently released paper by …

Pedagogy

Red Hat: the six most common container misconceptions - Open Source Insider

This is a special guest post for Computer Weekly written by Lars Herrmann, GM of the integrated solutions business unit at Red Hat. Herrmann writes …

DevOps