Big Data

21 Guides Available

How to Create a Message Stream with RabbitMQ

Version 3.9 of RabbitMQ introduced a new data structure called a stream. Streams and queues differ in how they work with data.

How to Process Streams Using Kafka

This guide explores Apache Kafka and its ability to process data streams. Data sources are provided by applications using Kafka libraries.

Getting Started With PyTorch Lightning

Lightning is a PyTorch module that works within a number of integrated development environments (IDEs). There are compelling reasons to familiarize yourself with it.

Why You Should Use Apache Spark for Data Analytics

Within the growing field of data science, Apache Spark has established itself as a leading open source analytics engine.

An Introduction to the Rasa Framework for Automated Chats

Rasa is an open source machine learning framework that uses a story-driven approach for developing automated text and voice chat assistants.

The Most Common Cyber Attacks on Machine Learning Applications

Machine learning (ML) algorithms and models ingest large amounts of data and use pattern recognition to make predictions and adjustments based on that data.

Deep Learning vs. Machine Learning: What’s the Difference?

Deep Learning (DL) is a subset of Machine Learning (ML), and both are subsets of Artificial Intelligence (AI).

The History of Machine Learning: A Comprehensive Overview

Machine learning (ML) is a subset of artificial intelligence (AI) and it is fast becoming the very backbone of most software today.

Install Anaconda on Linux CentOS

Anaconda is a distribution of the Python and R programming languages. It is a curated bundle of specific language interpreters and add-ons.

An Overview of Deep Learning Frameworks

What is Deep Learning?Artificial Intelligence (AI) is an exceptionally broad term for a multitude of methods and practices to simulate or mimic human behavior.

An Introduction to Apache Kafka

Apache Kafka, often known simply as Kafka, is a popular open-source platform for stream management and processing.

Install and Configure Apache Kafka on Ubuntu

Apache Kafka, often known simply as Kafka, is a popular open-source platform for stream management and processing.

Installing Anaconda on Ubuntu

Install Anaconda on UbuntuInstalling Anaconda on Linode (or other Linux system) using the CLI may look daunting, but don’t let it scare you.

An Introduction to Machine Learning: Training and Inference

Machine learning (ML) has been around conceptually since 1959, when Arthur Samuel, a pioneer in the field of computer gaming and artificial intelligence, coined the term.

Installing TensorFlow on Ubuntu 20.04

TensorFlow is an open-source software library used for machine learning and to train deep neural networks.

Create Connections and Variables in Apache Airflow

What is Apache Airflow?Airflow is an open source platform that you can use to automate, orchestrate, and monitor workflows and data pipelines.

Scrape a Website with Beautiful Soup

What is Beautiful Soup?Beautiful Soup is a Python library that parses HTML or XML documents into a tree structure that makes it easy to find and extract data.

How to Move Your Machine Learning Model to Production

Developing, training, and tuning a deep learning model for a particular problem, such as natural language processing (NLP) or image recognition, requires time and resources.

Installing a Jupyter Notebook on a Linode Behind an Apache Reverse Proxy

Jupyter Notebook is an interactive, enhanced shell that can be run within a web browser. Notebook is popular among data scientists, and supports inline rendering of figures, exporting to a variety of formats, and LaTeX for mathematical notation.

How to Install and Configure a Redis Cluster on Ubuntu 16.04

Redis is a NoSQL database used for large-scale storage that allows for fast reads and writes of its data store.

Streaming Data Processing with Apache Storm

Apache Storm is a big data technology that enables software, data, and infrastructure engineers to process high velocity, high volume data in real time and extract useful information.

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